Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning.

Byoung-Tak Zhang

Min Whoo Lee Yunsu Lee Kibeom Kim Soo Wung Shin Jun Ki Lee Minsu Lee 0001 Byoung-Tak Zhang Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning. 2026 19363-19373 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3660261 db/journals/access/access14.html#LeeLKSLLZ26 streams/journals/access

Hyunseo Kim 0001 Yeon-Ji Song Minsu Lee 0001 Byoung-Tak Zhang One-Shot 3-D Affordance Learning for Multi-Stage Robotic Manipulation. 2026 54571-54582 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3681732 db/journals/access/access14.html#KimSLZ26 streams/journals/access

Hyeonseo Yang Minsu Lee 0001 Byoung-Tak Zhang CraftGround: A High-Performance Reinforcement Learning Environment Based on Minecraft. 2026 74751-74762 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3690228 db/journals/access/access14.html#YangLZ26a streams/journals/access

Jinhee Park 0001 Hee Bin Yoo Byoung-Tak Zhang Junseok Kwon Confidence Controls Deep Metric Learning. 2026 April 77 115 Mach. Learn. 4 https://doi.org/10.1007/s10994-026-07032-y db/journals/ml/ml115.html#ParkYZK26 streams/journals/ml

Minji Kim 0005 Ganghun Lee Minsu Lee 0001 Byoung-Tak Zhang Climb With SHERPA: Heuristic-Guided Reinforcement Learning via Segmented Experience Relay. 2026 May 5883-5890 11 IEEE Robotics Autom. Lett. 5 https://doi.org/10.1109/LRA.2026.3673900 db/journals/ral/ral11.html#KimLLZ26 streams/journals/ral

Hyundo Lee Suhyung Choi Inwoo Hwang Byoung-Tak Zhang Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models. 5863-5871 2026 AAAI https://doi.org/10.1609/aaai.v40i7.37508 conf/aaai/2026 db/conf/aaai/aaai2026.html#LeeCHZ26 Jinhee Park 0001 Hee Bin Yoo Minjun Kim Byoung-Tak Zhang Junseok Kwon Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning. 8287-8295 2026 AAAI https://doi.org/10.1609/aaai.v40i10.37777 conf/aaai/2026 db/conf/aaai/aaai2026.html#ParkYKZK26 Hee Bin Yoo Dong-Sig Han Jaein Kim 0004 Byoung-Tak Zhang PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples. 12072-12080 2026 AAAI https://doi.org/10.1609/aaai.v40i14.38196 conf/aaai/2026 db/conf/aaai/aaai2026.html#YooHKZ26 Woo Suk Choi Youwon Jang Minsu Lee 0001 Byoung-Tak Zhang Hybrid State Representation for Video Procedure Planning. WACV 2026 6507-6516 conf/wacv/2026 https://doi.org/10.1109/WACV61042.2026.00629 db/conf/wacv/wacv2026.html#ChoiJLZ26 streams/conf/wacv

Jesoon Kang Taegeon Park Jisu An Soo Min Kimm Jaejoon Kim Jinu Pahk Byungju Kim Junseok Lee Namheon Baek Sungwan Ha Hojun Baek Eduardo Ayerve Cruz Wontae Kim Junghyeon Choi Yousuk Lee Joonmo Han Sunghyun Cho Sunghyun Kwon Soyoung Lee Jun Ki Lee Seung-Joon Yi Byoung-Tak Zhang Theo Taeyeong Kim Habilis-β: A Fast-Motion and Long-Lasting On-Device Vision-Language-Action Model. 2026 February abs/2602.18813 CoRR https://doi.org/10.48550/arXiv.2602.18813 db/journals/corr/corr2602.html#abs-2602-18813 streams/journals/corr

Jaein Kim 0004 Hee Bin Yoo Dong-Sig Han Byoung-Tak Zhang Voronoi-based Second-order Descriptor with Whitened Metric in LiDAR Place Recognition. 2026 March abs/2603.14974 CoRR https://doi.org/10.48550/arXiv.2603.14974 db/journals/corr/corr2603.html#abs-2603-14974 streams/journals/corr

Jaein Kim 0004 Hee Bin Yoo Dong-Sig Han Byoung-Tak Zhang Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis. 2026 March abs/2603.17538 CoRR https://doi.org/10.48550/arXiv.2603.17538 db/journals/corr/corr2603.html#abs-2603-17538 streams/journals/corr

Yeon-Ji Song Kiyoung Kwon Junoh Lee Jin-Hwa Kim Byoung-Tak Zhang Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes. 2026 May abs/2605.08635 CoRR https://doi.org/10.48550/arXiv.2605.08635 db/journals/corr/corr2605.html#abs-2605-08635 streams/journals/corr

Minjoon Jung Byoung-Tak Zhang Lorenzo Torresani EvoGround: Self-Evolving Video Agents for Video Temporal Grounding. 2026 May abs/2605.13803 CoRR https://doi.org/10.48550/arXiv.2605.13803 db/journals/corr/corr2605.html#abs-2605-13803 streams/journals/corr

Jinhee Park 0001 Hee Bin Yoo Byoung-Tak Zhang Junseok Kwon Rethinking Metric Learning: Enhancing Generalization to Unseen Classes. 201156-201165 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3637551 db/journals/access/access13.html#ParkYZK25 streams/journals/access

Woo Suk Choi Youwon Jang Minsu Lee 0001 Byoung-Tak Zhang INQUIRER: Harnessing internal knowledge graphs for video question generation. 114033 2025 326 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.114033 db/journals/kbs/kbs326.html#ChoiJLZ25 streams/journals/kbs

Dong-Sig Han Jaein Kim 0004 Hee Bin Yoo Byoung-Tak Zhang Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=g3SsM9FLpm db/journals/tmlr/tmlr2025.html#HanKYZ25 streams/journals/tmlr

Ganghun Lee Minji Kim 0005 Minsu Lee 0001 Byoung-Tak Zhang Truncated Gaussian Policy for Debiased Continuous Control. 18071-18081 2025 AAAI https://doi.org/10.1609/aaai.v39i17.33988 conf/aaai/2025 db/conf/aaai/aaai2025.html#Lee0LZ25 Suyeon Shin Byoung-Tak Zhang Relaxed HLP: A Metric for Flexible High-Level Plan Evaluation in Embodied Environments. 295-298 2025 BigComp https://doi.org/10.1109/BigComp64353.2025.00061 conf/bigcomp/2025 db/conf/bigcomp/bigcomp2025.html#ShinZ25 Minjoon Jung Junbin Xiao Byoung-Tak Zhang Angela Yao On the Consistency of Video Large Language Models in Temporal Comprehension. 13713-13722 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Jung_On_the_Consistency_of_Video_Large_Language_Models_in_Temporal_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01280 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#JungXZY25 Youwon Jang Woo Suk Choi Minjoon Jung Minsu Lee 0001 Byoung-Tak Zhang Confidence-guided Refinement Reasoning for Zero-shot Question Answering. 6933-6950 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.354 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#JangCJLZ25 streams/conf/emnlp Yeon-Ji Song Jaein Kim Suhyung Choi Jin-Hwa Kim Byoung-Tak Zhang Ock: Unsupervised Dynamic Video Prediction With Object-Centric Kinematics. 2025 ICCV 11359-11368 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01057 db/conf/iccv/iccv2025.html#SongKCKZ25 streams/conf/iccv Yesol Park Hye Jung Yoon Juno Kim Byoung-Tak Zhang DA-Fusion: Deformable Attention-Based RGB-D Fusion Transformer for Unseen Object Instance Segmentation. 7490-7496 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11128151 conf/icra/2025 db/conf/icra/icra2025.html#ParkYKZ25 streams/conf/icra Suyeon Shin Sujin Jeon Junghyun Kim 0009 Gi-Cheon Kang Byoung-Tak Zhang Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following. 16217-16224 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11128677 conf/icra/2025 db/conf/icra/icra2025.html#ShinJKKZ25 streams/conf/icra Juno Kim Hye Jung Yoon Yesol Park Byoung-Tak Zhang CDIS : Cross-Dimensional Class-Agnostic 3D Instance Segmentation via 2D Mask Tracking and 3D-2D Projection Merging. 4269-4274 2025 IROS https://doi.org/10.1109/IROS60139.2025.11247636 conf/iros/2025 db/conf/iros/iros2025.html#KimYPZ25 streams/conf/iros Minjoon Jung Youwon Jang Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Background-Aware Moment Detection for Video Moment Retrieval. 8586-8596 2025 WACV https://doi.org/10.1109/WACV61041.2025.00832 conf/wacv/2025 db/conf/wacv/wacv2025.html#JungJ0KKZ25

Min Whoo Lee Kibeom Kim Soo Wung Shin Minsu Lee 0001 Byoung-Tak Zhang Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning. 2025 January abs/2501.01140 CoRR https://doi.org/10.48550/arXiv.2501.01140 db/journals/corr/corr2501.html#abs-2501-01140 streams/journals/corr

Junseok Park Hyeonseo Yang Min Whoo Lee Won-Seok Choi 0006 Minsu Lee 0001 Byoung-Tak Zhang From Sparse to Dense: Toddler-inspired Reward Transition in Goal-Oriented Reinforcement Learning. 2025 January abs/2501.17842 CoRR https://doi.org/10.48550/arXiv.2501.17842 db/journals/corr/corr2501.html#abs-2501-17842 streams/journals/corr

Dong-Sig Han Jaein Kim 0004 Hee Bin Yoo Byoung-Tak Zhang Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge. 2025 April abs/2504.02618 CoRR https://doi.org/10.48550/arXiv.2504.02618 db/journals/corr/corr2504.html#abs-2504-02618 streams/journals/corr

Joochan Kim Minjoon Jung Byoung-Tak Zhang Exploring Ordinal Bias in Action Recognition for Instructional Videos. 2025 April abs/2504.06580 CoRR https://doi.org/10.48550/arXiv.2504.06580 db/journals/corr/corr2504.html#abs-2504-06580 streams/journals/corr

Juno Kim Yesol Park Hye Jung Yoon Byoung-Tak Zhang OV-MAP : Open-Vocabulary Zero-Shot 3D Instance Segmentation Map for Robots. 2025 June abs/2506.11585 CoRR https://doi.org/10.48550/arXiv.2506.11585 db/journals/corr/corr2506.html#abs-2506-11585 streams/journals/corr

Yeon-Ji Song Jaein Kim Byung-Ju Kim Byoung-Tak Zhang DBMovi-GS: Dynamic View Synthesis from Blurry Monocular Video via Sparse-Controlled Gaussian Splatting. 2025 June abs/2506.20998 CoRR https://doi.org/10.48550/arXiv.2506.20998 db/journals/corr/corr2506.html#abs-2506-20998 streams/journals/corr

Won-Seok Choi 0006 Dong-Sig Han Suhyung Choi Hyeonseo Yang Byoung-Tak Zhang OBSER: Object-Based Sub-Environment Recognition for Zero-Shot Environmental Inference. 2025 July abs/2507.02929 CoRR https://doi.org/10.48550/arXiv.2507.02929 db/journals/corr/corr2507.html#abs-2507-02929 streams/journals/corr

Hyundo Lee Suhyung Choi Byoung-Tak Zhang Inwoo Hwang Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models. 2025 August abs/2508.10382 CoRR https://doi.org/10.48550/arXiv.2508.10382 db/journals/corr/corr2508.html#abs-2508-10382 streams/journals/corr

Sujin Jeon Hyundo Lee Eungseo Kim Sanghack Lee Byoung-Tak Zhang Inwoo Hwang Locality-aware Concept Bottleneck Model. 2025 August abs/2508.14562 CoRR https://doi.org/10.48550/arXiv.2508.14562 db/journals/corr/corr2508.html#abs-2508-14562 streams/journals/corr

Youwon Jang Woo Suk Choi Minjoon Jung Minsu Lee 0001 Byoung-Tak Zhang Confidence-guided Refinement Reasoning for Zero-shot Question Answering. 2025 September abs/2509.20750 CoRR https://doi.org/10.48550/arXiv.2509.20750 db/journals/corr/corr2509.html#abs-2509-20750 streams/journals/corr

Youwon Jang Yu-Jung Heo Jaeseok Kim Minsu Lee 0001 Du-Seong Chang Byoung-Tak Zhang Instruction-tuned Self-Questioning Framework for Multimodal Reasoning. 2025 September abs/2509.21251 CoRR https://doi.org/10.48550/arXiv.2509.21251 db/journals/corr/corr2509.html#abs-2509-21251 streams/journals/corr

Minjoon Jung Junbin Xiao Junghyun Kim 0009 Byoung-Tak Zhang Angela Yao EgoExo-Con: Exploring View-Invariant Video Temporal Understanding. 2025 October abs/2510.26113 CoRR https://doi.org/10.48550/arXiv.2510.26113 db/journals/corr/corr2510.html#abs-2510-26113 streams/journals/corr

Byungju Kim Jinu Pahk Chungwoo Lee Jaejoon Kim Jangha Lee Theo Taeyeong Kim Kyuhwan Shim Jun Ki Lee Byoung-Tak Zhang ESPADA: Execution Speedup via Semantics Aware Demonstration Data Downsampling for Imitation Learning. 2025 December abs/2512.07371 CoRR https://doi.org/10.48550/arXiv.2512.07371 db/journals/corr/corr2512.html#abs-2512-07371 streams/journals/corr

Kibeom Kim Moonhoen Lee Min Whoo Lee Kisung Shin Minsu Lee 0001 Byoung-Tak Zhang Visual Hindsight Self-Imitation Learning for Interactive Navigation. 83796-83809 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3413864 db/journals/access/access12.html#KimLLSLZ24

Junseok Park Yoonsung Kim Hee Bin Yoo Min Whoo Lee Kibeom Kim Won-Seok Choi 0006 Minsu Lee 0001 Byoung-Tak Zhang Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. 592-600 2024 AAAI https://doi.org/10.1609/aaai.v38i1.27815 conf/aaai/2024 db/conf/aaai/aaai2024.html#ParkKYLK0LZ24 Won-Seok Choi 0006 Hyundo Lee Dong-Sig Han Junseok Park Heeyeon Koo Byoung-Tak Zhang DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning. 11579-11587 2024 AAAI https://doi.org/10.1609/aaai.v38i10.29040 conf/aaai/2024 db/conf/aaai/aaai2024.html#0006LHPKZ24 Minjung Shin Seongho Choi 0001 Yu-Jung Heo Minsu Lee 0001 Byoung-Tak Zhang Jeh-Kwang Ryu CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story Understanding. 2024 CogSci https://escholarship.org/uc/item/8p3137gd conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#Shin0HLZR24 Jaein Kim 0004 Hee Bin Yoo Dong-Sig Han Yeon-Ji Song Byoung-Tak Zhang Continuous SO(3) Equivariant Convolution for 3D Point Cloud Analysis. 59-75 2024 ECCV (52) https://doi.org/10.1007/978-3-031-72943-0_4 conf/eccv/2024-52 db/conf/eccv/eccv2024-52.html#KimYHSZ24 streams/conf/eccv Inwoo Hwang Yunhyeok Kwak Suhyung Choi Byoung-Tak Zhang Sanghack Lee Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning. 2024 ICML https://proceedings.mlr.press/v235/hwang24b.html https://openreview.net/forum?id=mrd4e8ZJjm conf/icml/2024 db/conf/icml/icml2024.html#HwangKCZL24 20842-20870 Seunghyeon Lim Youngjae Yoo Jun Ki Lee Byoung-Tak Zhang Multi-Object RANSAC: Efficient Plane Clustering Method in a Clutter. 3079-3085 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10611029 conf/icra/2024 db/conf/icra/icra2024.html#LimYLZ24 Gi-Cheon Kang Junghyun Kim 0009 Jaein Kim 0004 Byoung-Tak Zhang PROGrasp: Pragmatic Human-Robot Communication for Object Grasping. 3304-3310 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10610543 conf/icra/2024 db/conf/icra/icra2024.html#KangKKZ24 Sujin Jeon Suyeon Shin Byoung-Tak Zhang HAPFI: History-Aware Planning based on Fused Information. 17072-17078 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10610571 conf/icra/2024 db/conf/icra/icra2024.html#JeonSZ24 Hye Jung Yoon Juno Kim Yesol Park Jun-Ki Lee Byoung-Tak Zhang Seg2Grasp: A Robust Modular Suction Grasping in Bin Picking. 2921-2927 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801644 conf/iros/2024 db/conf/iros/iros2024.html#YoonKPLZ24 Junghyun Kim 0009 Gi-Cheon Kang Jaein Kim 0004 Seoyun Yang Minjoon Jung Byoung-Tak Zhang PGA: Personalizing Grasping Agents with Single Human-Robot Interaction. 9277-9284 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801347 conf/iros/2024 db/conf/iros/iros2024.html#KimKKYJZ24 Juno Kim Yesol Park Hye Jung Yoon Byoung-Tak Zhang OV-MAP : Open-Vocabulary Zero-Shot 3D Instance Segmentation Map for Robots. 13780-13786 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801841 conf/iros/2024 db/conf/iros/iros2024.html#KimPYZ24 Yunhyeok Kwak Inwoo Hwang Dooyoung Kim Sanghack Lee Byoung-Tak Zhang Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction. 2076-2093 2024 UAI https://proceedings.mlr.press/v244/kwak24a.html conf/uai/2024 db/conf/uai/uai2024.html#KwakHKLZ24

Won-Seok Choi 0006 Hyundo Lee Dong-Sig Han Junseok Park Heeyeon Koo Byoung-Tak Zhang DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning. 2024 abs/2402.08963 CoRR https://doi.org/10.48550/arXiv.2402.08963 db/journals/corr/corr2402.html#abs-2402-08963

Youngjae Yoo Chung-Yeon Lee Byoung-Tak Zhang Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots. 2024 abs/2403.03563 CoRR https://doi.org/10.48550/arXiv.2403.03563 db/journals/corr/corr2403.html#abs-2403-03563

Junseok Park Yoonsung Kim Hee Bin Yoo Min Whoo Lee Kibeom Kim Won-Seok Choi 0006 Minsu Lee 0001 Byoung-Tak Zhang Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning. 2024 abs/2403.06880 CoRR https://doi.org/10.48550/arXiv.2403.06880 db/journals/corr/corr2403.html#abs-2403-06880

Seunghyeon Lim Youngjae Yoo Jun Ki Lee Byoung-Tak Zhang Multi-Object RANSAC: Efficient Plane Clustering Method in a Clutter. 2024 abs/2403.12449 CoRR https://doi.org/10.48550/arXiv.2403.12449 db/journals/corr/corr2403.html#abs-2403-12449

Seongjun Jeong Gi-Cheon Kang Seongho Choi 0001 Joochan Kim Byoung-Tak Zhang Continual Vision-and-Language Navigation. 2024 abs/2403.15049 CoRR https://doi.org/10.48550/arXiv.2403.15049 db/journals/corr/corr2403.html#abs-2403-15049

Suyeon Shin Sujin Jeon Junghyun Kim 0009 Gi-Cheon Kang Byoung-Tak Zhang Socratic Planner: Inquiry-Based Zero-Shot Planning for Embodied Instruction Following. 2024 abs/2404.15190 CoRR https://doi.org/10.48550/arXiv.2404.15190 db/journals/corr/corr2404.html#abs-2404-15190

Yeon-Ji Song Suhyung Choi Jaein Kim 0004 Jin-Hwa Kim Byoung-Tak Zhang Unsupervised Dynamics Prediction with Object-Centric Kinematics. 2024 abs/2404.18423 CoRR https://doi.org/10.48550/arXiv.2404.18423 db/journals/corr/corr2404.html#abs-2404-18423

Hyunseo Kim 0001 Hyeonseo Yang Taekyung Kim 0002 Yoonsung Kim Jin-Hwa Kim Byoung-Tak Zhang ActiveNeuS: Active 3D Reconstruction using Neural Implicit Surface Uncertainty. 2024 abs/2405.02568 CoRR https://doi.org/10.48550/arXiv.2405.02568 db/journals/corr/corr2405.html#abs-2405-02568

Inwoo Hwang Yunhyeok Kwak Yeon-Ji Song Byoung-Tak Zhang Sanghack Lee On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition. 2024 abs/2405.07220 CoRR https://doi.org/10.48550/arXiv.2405.07220 db/journals/corr/corr2405.html#abs-2405-07220

Yunhyeok Kwak Inwoo Hwang Dooyoung Kim Sanghack Lee Byoung-Tak Zhang Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction. 2024 abs/2406.00614 CoRR https://doi.org/10.48550/arXiv.2406.00614 db/journals/corr/corr2406.html#abs-2406-00614

Inwoo Hwang Yunhyeok Kwak Suhyung Choi Byoung-Tak Zhang Sanghack Lee Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning. 2024 abs/2406.03234 CoRR https://doi.org/10.48550/arXiv.2406.03234 db/journals/corr/corr2406.html#abs-2406-03234

Sujin Jeon Suyeon Shin Byoung-Tak Zhang HAPFI: History-Aware Planning based on Fused Information. 2024 abs/2407.16533 CoRR https://doi.org/10.48550/arXiv.2407.16533 db/journals/corr/corr2407.html#abs-2407-16533 streams/journals/corr

Seongjun Jeong Gi-Cheon Kang Joochan Kim Byoung-Tak Zhang Zero-Shot Vision-and-Language Navigation with Collision Mitigation in Continuous Environment. 2024 abs/2410.17267 CoRR https://doi.org/10.48550/arXiv.2410.17267 db/journals/corr/corr2410.html#abs-2410-17267 streams/journals/corr

Gi-Cheon Kang Junghyun Kim 0009 Kyuhwan Shim Jun Ki Lee Byoung-Tak Zhang CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision. 2024 abs/2411.00508 CoRR https://doi.org/10.48550/arXiv.2411.00508 db/journals/corr/corr2411.html#abs-2411-00508 streams/journals/corr

Minjoon Jung Junbin Xiao Byoung-Tak Zhang Angela Yao On the Consistency of Video Large Language Models in Temporal Comprehension. 2024 abs/2411.12951 CoRR https://doi.org/10.48550/arXiv.2411.12951 db/journals/corr/corr2411.html#abs-2411-12951 streams/journals/corr

Minsu Lee 0001 Yu-Jung Heo Seongho Choi 0001 Woo Suk Choi Byoung-Tak Zhang Video Turing Test: A first step towards human-level AI. 537-554 2023 December 44 AI Mag. 4 https://doi.org/10.1002/aaai.12128 db/journals/aim/aim44.html#LeeHCCZ23

Inwoo Hwang Yunhyeok Kwak Yeon-Ji Song Byoung-Tak Zhang Sanghack Lee On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition. 448-472 2023 CLeaR https://proceedings.mlr.press/v213/hwang23a.html conf/clear2/2023 db/conf/clear2/clear2023.html#HwangKSZL23 Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training. 6746-6756 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00652 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#KangKKKZ23 Hyundo Lee Inwoo Hwang Hyunsung Go Won-Seok Choi 0006 Kibeom Kim Byoung-Tak Zhang Learning Geometry-aware Representations by Sketching. 23315-23326 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.02233 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#LeeHG0KZ23 Ganghun Lee Minji Kim 0005 Yunsu Lee Minsu Lee 0001 Byoung-Tak Zhang Neural Collage Transfer: Artistic Reconstruction via Material Manipulation. 2394-2405 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00227 conf/iccv/2023 db/conf/iccv/iccv2023.html#Lee0LLZ23 Hyunseo Kim 0001 Hye Jung Yoon Minji Kim 0005 Dong-Sig Han Byoung-Tak Zhang EXOT: Exit-aware Object Tracker for Safe Robotic Manipulation of Moving Object. 813-819 2023 ICRA https://doi.org/10.1109/ICRA48891.2023.10160481 conf/icra/2023 db/conf/icra/icra2023.html#KimYKHZ23 Jaein Kim 0004 Dong-Sig Han Byoung-Tak Zhang Robust Map Fusion with Visual Attention Utilizing Multi-agent Rendezvous. 2062-2068 2023 ICRA https://doi.org/10.1109/ICRA48891.2023.10161072 conf/icra/2023 db/conf/icra/icra2023.html#KimHZ23 Junghyun Kim 0009 Gi-Cheon Kang Jaein Kim 0004 Suyeon Shin Byoung-Tak Zhang GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation. 952-959 2023 IROS https://doi.org/10.1109/IROS55552.2023.10342021 db/conf/iros/iros2023.html#KimKKSZ23

Hyundo Lee Inwoo Hwang Hyunsung Go Won-Seok Choi 0006 Kibeom Kim Byoung-Tak Zhang Learning Geometry-aware Representations by Sketching. 2023 abs/2304.08204 CoRR https://doi.org/10.48550/arXiv.2304.08204 db/journals/corr/corr2304.html#abs-2304-08204

Kibeom Kim Hyundo Lee Min Whoo Lee Moonheon Lee Minsu Lee 0001 Byoung-Tak Zhang L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning. 2023 abs/2305.13741 CoRR https://doi.org/10.48550/arXiv.2305.13741 db/journals/corr/corr2305.html#abs-2305-13741

Minjoon Jung Youwon Jang Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Overcoming Weak Visual-Textual Alignment for Video Moment Retrieval. 2023 abs/2306.02728 CoRR https://doi.org/10.48550/arXiv.2306.02728 db/journals/corr/corr2306.html#abs-2306-02728

Hyunseo Kim 0001 Hye Jung Yoon Minji Kim 0005 Dong-Sig Han Byoung-Tak Zhang EXOT: Exit-aware Object Tracker for Safe Robotic Manipulation of Moving Object. 2023 abs/2306.05262 CoRR https://doi.org/10.48550/arXiv.2306.05262 db/journals/corr/corr2306.html#abs-2306-05262

Junghyun Kim 0009 Gi-Cheon Kang Jaein Kim 0004 Suyeon Shin Byoung-Tak Zhang GVCCI: Lifelong Learning of Visual Grounding for Language-Guided Robotic Manipulation. 2023 abs/2307.05963 CoRR https://doi.org/10.48550/arXiv.2307.05963 db/journals/corr/corr2307.html#abs-2307-05963

Gi-Cheon Kang Junghyun Kim 0009 Jaein Kim 0004 Byoung-Tak Zhang PROGrasp: Pragmatic Human-Robot Communication for Object Grasping. 2023 abs/2309.07759 CoRR https://doi.org/10.48550/arXiv.2309.07759 db/journals/corr/corr2309.html#abs-2309-07759

Junghyun Kim 0009 Gi-Cheon Kang Jaein Kim 0004 Seoyun Yang Minjoon Jung Byoung-Tak Zhang PGA: Personalizing Grasping Agents with Single Human-Robot Interaction. 2023 abs/2310.12547 CoRR https://doi.org/10.48550/arXiv.2310.12547 db/journals/corr/corr2310.html#abs-2310-12547

Ganghun Lee Minji Kim 0005 Yunsu Lee Minsu Lee 0001 Byoung-Tak Zhang Neural Collage Transfer: Artistic Reconstruction via Material Manipulation. 2023 abs/2311.02202 CoRR https://doi.org/10.48550/arXiv.2311.02202 db/journals/corr/corr2311.html#abs-2311-02202

Kibeom Kim Kisung Shin Min Whoo Lee Moonhoen Lee Minsu Lee 0001 Byoung-Tak Zhang Visual Hindsight Self-Imitation Learning for Interactive Navigation. 2023 abs/2312.03446 CoRR https://doi.org/10.48550/arXiv.2312.03446 db/journals/corr/corr2312.html#abs-2312-03446

Taewoong Kang Dongwoon Song Jae-Bong Yi Joonyoung Kim 0004 Chung-Yeon Lee Youngjae Yoo Minji Kim 0005 Hyun-Jun Jo Byoung-Tak Zhang Jae-Bok Song Seung-Joon Yi Team Tidyboy at the WRS 2020: a modular software framework for home service robots. 836-849 2022 36 Adv. Robotics 17-18 https://doi.org/10.1080/01691864.2022.2111229 https://www.wikidata.org/entity/Q113851586 db/journals/ar/ar36.html#KangSYKLYKJZSY22

Hyungpil Moon Byoung-Tak Zhang Changjoo Nam Editorial: Task planning and motion control problems of service robots in human-centered environments. 439-440 2022 15 Intell. Serv. Robotics 4 https://doi.org/10.1007/s11370-022-00442-6 db/journals/isrob/isrob15.html#MoonZN22

Yu-Jung Heo Eun-Sol Kim Woo Suk Choi Byoung-Tak Zhang Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. 373-390 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.29 https://aclanthology.org/2022.acl-long.29 conf/acl/2022-1 db/conf/acl/acl2022-1.html#HeoKCZ22 Sangjun Lee Inwoo Hwang Gi-Cheon Kang Byoung-Tak Zhang Improving Robustness to Texture Bias via Shape-focused Augmentation. 4322-4330 2022 CVPR Workshops https://doi.org/10.1109/CVPRW56347.2022.00478 conf/cvpr/2022w db/conf/cvpr/cvpr2022w.html#LeeHKZ22 Jiseob Kim Jihoon Lee Byoung-Tak Zhang Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness. 10769-10778 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01051 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#KimLZ22 Minjoon Jung Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. 7769-7781 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.530 https://aclanthology.org/2022.emnlp-main.530 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#JungCKKZ22 Ganghun Lee Minji Kim 0005 Minsu Lee 0001 Byoung-Tak Zhang From Scratch to Sketch: Deep Decoupled Hierarchical Reinforcement Learning for Robotic Sketching Agent. 5553-5559 2022 ICRA https://doi.org/10.1109/ICRA46639.2022.9811858 https://www.wikidata.org/entity/Q113635181 conf/icra/2022 db/conf/icra/icra2022.html#LeeKLZ22 Chung-Yeon Lee Youngjae Yoo Byoung-Tak Zhang PlaceNet: Neural Spatial Representation Learning with Multimodal Attention. 1031-1038 2022 IJCAI https://doi.org/10.24963/ijcai.2022/144 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#LeeYZ22 Dong-Sig Han Hyunseo Kim 0001 Hyundo Lee Je-Hwan Ryu Byoung-Tak Zhang Robust Imitation via Mirror Descent Inverse Reinforcement Learning. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/c1f7b1ed763e9c75e4db74b49b76db5f-Abstract-Conference.html db/conf/nips/neurips2022.html#HanKLRZ22 Inwoo Hwang Sangjun Lee Yunhyeok Kwak Seong Joon Oh Damien Teney Jin-Hwa Kim Byoung-Tak Zhang SelecMix: Debiased Learning by Contradicting-pair Sampling. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/5c6f928e3fc5f32ee29a1d916b68e6f5-Abstract-Conference.html db/conf/nips/neurips2022.html#HwangLKOTKZ22

Junseok Park Kwanyoung Park Hyunseok Oh Ganghun Lee Minsu Lee 0001 Youngki Lee 0001 Byoung-Tak Zhang Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents. 2022 abs/2201.04990 CoRR https://arxiv.org/abs/2201.04990 db/journals/corr/corr2201.html#abs-2201-04990

Yu-Jung Heo Eun-Sol Kim Woo Suk Choi Byoung-Tak Zhang Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. 2022 abs/2204.10448 CoRR https://doi.org/10.48550/arXiv.2204.10448 db/journals/corr/corr2204.html#abs-2204-10448

Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Dong-Hyun Kwak Byoung-Tak Zhang The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training. 2022 abs/2205.12502 CoRR https://doi.org/10.48550/arXiv.2205.12502 db/journals/corr/corr2205.html#abs-2205-12502

Taehyeong Kim Hyeonseop Song Byoung-Tak Zhang Cross-Modal Alignment Learning of Vision-Language Conceptual Systems. 2022 abs/2208.01744 CoRR https://doi.org/10.48550/arXiv.2208.01744 db/journals/corr/corr2208.html#abs-2208-01744

Junseok Park Inwoo Hwang Min Whoo Lee Hyunseok Oh Minsu Lee 0001 Youngki Lee 0001 Byoung-Tak Zhang On the Importance of Critical Period in Multi-stage Reinforcement Learning. 2022 abs/2208.04832 CoRR https://doi.org/10.48550/arXiv.2208.04832 db/journals/corr/corr2208.html#abs-2208-04832

Ganghun Lee Minji Kim 0005 Minsu Lee 0001 Byoung-Tak Zhang From Scratch to Sketch: Deep Decoupled Hierarchical Reinforcement Learning for Robotic Sketching Agent. 2022 abs/2208.04833 CoRR https://doi.org/10.48550/arXiv.2208.04833 https://www.wikidata.org/entity/Q113635181 db/journals/corr/corr2208.html#abs-2208-04833

Seonil Son Jaeseo Lim Youwon Jang Jaeyoung Lee Byoung-Tak Zhang Learning to Write with Coherence From Negative Examples. 2022 abs/2209.10922 CoRR https://doi.org/10.48550/arXiv.2209.10922 db/journals/corr/corr2209.html#abs-2209-10922

Woo Suk Choi Yu-Jung Heo Byoung-Tak Zhang SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation. 2022 abs/2210.08675 CoRR https://doi.org/10.48550/arXiv.2210.08675 db/journals/corr/corr2210.html#abs-2210-08675

Dong-Sig Han Hyunseo Kim 0001 Hyundo Lee Je-Hwan Ryu Byoung-Tak Zhang Robust Imitation via Mirror Descent Inverse Reinforcement Learning. 2022 abs/2210.11201 CoRR https://doi.org/10.48550/arXiv.2210.11201 db/journals/corr/corr2210.html#abs-2210-11201

Minjoon Jung Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. 2022 abs/2210.12617 CoRR https://doi.org/10.48550/arXiv.2210.12617 db/journals/corr/corr2210.html#abs-2210-12617

Won-Seok Choi 0006 Dong-Sig Han Hyundo Lee Junseok Park Byoung-Tak Zhang DUEL: Adaptive Duplicate Elimination on Working Memory for Self-Supervised Learning. 2022 abs/2210.17052 CoRR https://doi.org/10.48550/arXiv.2210.17052 db/journals/corr/corr2210.html#abs-2210-17052

Inwoo Hwang Sangjun Lee Yunhyeok Kwak Seong Joon Oh Damien Teney Jin-Hwa Kim Byoung-Tak Zhang SelecMix: Debiased Learning by Contradicting-pair Sampling. 2022 abs/2211.02291 CoRR https://doi.org/10.48550/arXiv.2211.02291 db/journals/corr/corr2211.html#abs-2211-02291

Kyung-Wha Park Jung-Woo Ha 0001 Junghoon Lee Sunyoung Kwon Kyung-Min Kim Byoung-Tak Zhang M2FN: Multi-step modality fusion for advertisement image assessment. 107116 2021 103 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2021.107116 db/journals/asc/asc103.html#ParkHLKKZ21

Björn Bebensee Nagmat Nazarov Byoung-Tak Zhang Leveraging node neighborhoods and egograph topology for better bot detection in social graphs. 10 2021 11 Soc. Netw. Anal. Min. 1 https://doi.org/10.1007/s13278-020-00713-z db/journals/snam/snam11.html#BebenseeNZ21

Seongho Choi 0001 Kyoung-Woon On Yu-Jung Heo Ahjeong Seo Youwon Jang Minsu Lee 0001 Byoung-Tak Zhang DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. 1166-1174 2021 AAAI https://doi.org/10.1609/aaai.v35i2.16203 conf/aaai/2021 db/conf/aaai/aaai2021.html#ChoiOHSJLZ21 Ahjeong Seo Gi-Cheon Kang Joonhan Park Byoung-Tak Zhang Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering. 6167-6177 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.481 https://aclanthology.org/2021.acl-long.481 https://www.wikidata.org/entity/Q131459019 conf/acl/2021-1 db/conf/acl/acl2021-1.html#SeoKPZ20 Jaeseo Lim Hwiyeol Jo Byoung-Tak Zhang Jooyong Park Passive Versus Active: Frameworks of Active Learning for Linking Humans to Machines. 2021 CogSci https://escholarship.org/uc/item/28q879nz conf/cogsci/2021 db/conf/cogsci/cogsci2021.html#LimJZP21 Gi-Cheon Kang Junseok Park Hwaran Lee Byoung-Tak Zhang Jin-Hwa Kim Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer. 327-339 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.31 https://aclanthology.org/2021.findings-emnlp.31 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#KangPLZK21 Hwiyeol Jo Jaeseo Lim Byoung-Tak Zhang Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification. 2168-2174 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.187 https://aclanthology.org/2021.findings-emnlp.187 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#JoLZ21 Björn Bebensee Byoung-Tak Zhang Co-Attentional Transformers for Story-Based Video Understanding. 4005-4009 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9413868 conf/icassp/2021 db/conf/icassp/icassp2021.html#BebenseeZ21 Junseok Park Kwanyoung Park Hyunseok Oh Ganghun Lee Minsu Lee 0001 Youngki Lee 0001 Byoung-Tak Zhang Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents. 212-220 2021 ICMI https://doi.org/10.1145/3462244.3479932 conf/icmi/2021 db/conf/icmi/icmi2021.html#ParkPOLLLZ21 Taehyeong Kim Injune Hwang Hyundo Lee Hyunseo Kim 0001 Won-Seok Choi 0006 Joseph J. Lim Byoung-Tak Zhang Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning. 5519-5529 2021 ICML http://proceedings.mlr.press/v139/kim21e.html conf/icml/2021 db/conf/icml/icml2021.html#KimHLKCLZ21 Youngjae Yoo Chung-Yeon Lee Byoung-Tak Zhang Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots. 11443-11449 2021 ICRA https://doi.org/10.1109/ICRA48506.2021.9561586 conf/icra/2021 db/conf/icra/icra2021.html#YooLZ21 Kibeom Kim Min Whoo Lee Yoonsung Kim Je-Hwan Ryu Minsu Lee 0001 Byoung-Tak Zhang Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning. 2783-2795 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/165a59f7cf3b5c4396ba65953d679f17-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#KimLKRLZ21 Dongwoon Song Taewoong Kang Jae-Bong Yi Joonyoung Kim 0004 Taeyang Kim Chung-Yeon Lee Je-Hwan Ryu Minji Kim 0005 Hyun-Jun Jo Byoung-Tak Zhang Jae-Bok Song Seung-Joon Yi RoboCup@Home 2021 Domestic Standard Platform League Winner. 291-301 2021 RoboCup https://doi.org/10.1007/978-3-030-98682-7_24 conf/robocup/2021 db/conf/robocup/robocup2021.html#SongKYKKLRKJZSY21

Kwanyoung Park Junseok Park Hyunseok Oh Byoung-Tak Zhang Youngki Lee 0001 Learning task-agnostic representation via toddler-inspired learning. 2021 abs/2101.11221 CoRR https://arxiv.org/abs/2101.11221 db/journals/corr/corr2101.html#abs-2101-11221

Kyung-Wha Park Jung-Woo Ha 0001 Junghoon Lee Sunyoung Kwon Kyung-Min Kim Byoung-Tak Zhang M2FN: Multi-step Modality Fusion for Advertisement Image Assessment. 2021 abs/2102.00441 CoRR https://arxiv.org/abs/2102.00441 db/journals/corr/corr2102.html#abs-2102-00441

Ahjeong Seo Gi-Cheon Kang Joonhan Park Byoung-Tak Zhang Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering. 2021 abs/2106.10446 CoRR https://arxiv.org/abs/2106.10446 db/journals/corr/corr2106.html#abs-2106-10446

Minjung Shin Jeonghoon Kim Seongho Choi 0001 Yu-Jung Heo Donghyun Kim Minsu Lee 0001 Byoung-Tak Zhang Jeh-Kwang Ryu CogME: A Novel Evaluation Metric for Video Understanding Intelligence. 2021 abs/2107.09847 CoRR https://arxiv.org/abs/2107.09847 db/journals/corr/corr2107.html#abs-2107-09847

Donggeon Lee Seongho Choi 0001 Youwon Jang Byoung-Tak Zhang Mounting Video Metadata on Transformer-based Language Model for Open-ended Video Question Answering. 2021 abs/2108.05158 CoRR https://arxiv.org/abs/2108.05158 db/journals/corr/corr2108.html#abs-2108-05158

Yu-Jung Heo Minsu Lee 0001 Seongho Choi 0001 Woo Suk Choi Minjung Shin Minjoon Jung Jeh-Kwang Ryu Byoung-Tak Zhang Toward a Human-Level Video Understanding Intelligence. 2021 abs/2110.04203 CoRR https://arxiv.org/abs/2110.04203 db/journals/corr/corr2110.html#abs-2110-04203

Kibeom Kim Min Whoo Lee Yoonsung Kim Je-Hwan Ryu Minsu Lee 0001 Byoung-Tak Zhang Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning. 2021 abs/2110.12985 CoRR https://arxiv.org/abs/2110.12985 db/journals/corr/corr2110.html#abs-2110-12985

Jiseob Kim Jihoon Lee Byoung-Tak Zhang Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness. 2021 abs/2112.05907 CoRR https://arxiv.org/abs/2112.05907 db/journals/corr/corr2112.html#abs-2112-05907

Kyoung-Woon On Eun-Sol Kim Yu-Jung Heo Byoung-Tak Zhang Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. 5315-5322 2020 AAAI https://doi.org/10.1609/aaai.v34i04.5978 conf/aaai/2020 db/conf/aaai/aaai2020.html#OnKHZ20 Jaeseo Lim Hwiyeol Jo Byoung-Tak Zhang Jooyong Park Effect of Active Pre-Learning Activities on Humans and Machines. 2020 CogSci https://escholarship.org/uc/item/1gz4t0j7 conf/cogsci/2020 db/conf/cogsci/cogsci2020.html#LimJZP20 Chris Hickey Byoung-Tak Zhang Hierarchical Color Learning in Convolutional Neural Networks. 1559-1562 2020 CVPR Workshops https://openaccess.thecvf.com/content_CVPRW_2020/html/w26/Hickey_Hierarchical_Color_Learning_in_Convolutional_Neural_Networks_CVPRW_2020_paper.html https://doi.org/10.1109/CVPRW50498.2020.00200 conf/cvpr/2020w db/conf/cvpr/cvprw2020.html#HickeyZ20 Eun-Sol Kim Woo-Young Kang Kyoung-Woon On Yu-Jung Heo Byoung-Tak Zhang Hypergraph Attention Networks for Multimodal Learning. 14569-14578 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Kim_Hypergraph_Attention_Networks_for_Multimodal_Learning_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.01459 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#KimKOHZ20 Taehyeong Kim Injune Hwang Gi-Cheon Kang Won-Seok Choi 0006 Hyunseo Kim 0001 Byoung-Tak Zhang Label Propagation Adaptive Resonance Theory for Semi-Supervised Continuous Learning. 4012-4016 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9054655 conf/icassp/2020 db/conf/icassp/icassp2020.html#KimHKCKZ20 Chung-yeon Lee Hyundo Lee Injune Hwang Byoung-Tak Zhang Visual Perception Framework for an Intelligent Mobile Robot. 612-616 2020 UR https://doi.org/10.1109/UR49135.2020.9144932 conf/urai/2020 db/conf/urai/urai2020.html#LeeLHZ20

Kyoung-Woon On Eun-Sol Kim Yu-Jung Heo Byoung-Tak Zhang Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. 2020 abs/2001.07613 CoRR https://arxiv.org/abs/2001.07613 db/journals/corr/corr2001.html#abs-2001-07613

Gi-Cheon Kang Junseok Park Hwaran Lee Byoung-Tak Zhang Jin-Hwa Kim DialGraph: Sparse Graph Learning Networks for Visual Dialog. 2020 abs/2004.06698 CoRR https://arxiv.org/abs/2004.06698 db/journals/corr/corr2004.html#abs-2004-06698

Taehyeong Kim Injune Hwang Gi-Cheon Kang Won-Seok Choi 0006 Hyunseo Kim 0001 Byoung-Tak Zhang Label Propagation Adaptive Resonance Theory for Semi-supervised Continuous Learning. 2020 abs/2005.02137 CoRR https://arxiv.org/abs/2005.02137 db/journals/corr/corr2005.html#abs-2005-02137

Seongho Choi 0001 Kyoung-Woon On Yu-Jung Heo Ahjeong Seo Youwon Jang Seungchan Lee Minsu Lee 0001 Byoung-Tak Zhang DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. 2020 abs/2005.03356 CoRR https://arxiv.org/abs/2005.03356 db/journals/corr/corr2005.html#abs-2005-03356

Dharani Punithan Byoung-Tak Zhang Pattern Denoising in Molecular Associative Memory using Pairwise Markov Random Field Models. 2020 abs/2005.13780 CoRR https://arxiv.org/abs/2005.13780 db/journals/corr/corr2005.html#abs-2005-13780

Björn Bebensee Byoung-Tak Zhang Co-attentional Transformers for Story-Based Video Understanding. 2020 abs/2010.14104 CoRR https://arxiv.org/abs/2010.14104 db/journals/corr/corr2010.html#abs-2010-14104

Jaeseo Lim Hwiyeol Jo Byoung-Tak Zhang Jooyong Park Human-Like Active Learning: Machines Simulating the Human Learning Process. 2020 abs/2011.03733 CoRR https://arxiv.org/abs/2011.03733 db/journals/corr/corr2011.html#abs-2011-03733

Taehyeong Kim Injune Hwang Hyundo Lee Hyunseo Kim 0001 Won-Seok Choi 0006 Byoung-Tak Zhang Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning. 2020 abs/2012.01227 CoRR https://arxiv.org/abs/2012.01227 db/journals/corr/corr2012.html#abs-2012-01227

Soo-Jin Kim Jung-Woo Ha 0001 Heebal Kim Byoung-Tak Zhang Bayesian evolutionary hypernetworks for interpretable learning from high-dimensional data. 2019 81 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2019.05.004 db/journals/asc/asc81.html#KimHKZ19

Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication. 6495-6513 2019 ACL (1) https://doi.org/10.18653/v1/p19-1651 https://aclanthology.org/P19-1651/ conf/acl/2019-1 db/conf/acl/acl2019-1.html#KimKCRZTBP19 Jorge Chang Jiseob Kim Byoung-Tak Zhang Mark A. Pitt Jay I. Myung Modeling Delay Discounting using Gaussian Process with Active Learning. 1479-1485 2019 CogSci https://escholarship.org/uc/item/7zd5w9m1 conf/cogsci/2019 db/conf/cogsci/cogsci2019.html#ChangKZPM19 Sungjae Cho Jaeseo Lim Chris Hickey Byoung-Tak Zhang Problem Difficulty in Arithmetic Cognition: Humans and Connectionist Models. 1506-1512 2019 CogSci https://escholarship.org/uc/item/2nz5x3sv conf/cogsci/2019 db/conf/cogsci/cogsci2019.html#ChoLHZ19 Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang Dual Attention Networks for Visual Reference Resolution in Visual Dialog. 2024-2033 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1209 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#KangLZ19 Chung-yeon Lee Hyundo Lee Injune Hwang Byoung-Tak Zhang Spatial Perception by Object-Aware Visual Scene Representation. 3751-3758 2019 ICCV Workshops https://doi.org/10.1109/ICCVW.2019.00467 conf/iccvw/2019 db/conf/iccvw/iccvw2019.html#LeeLHZ19 Taehyeong Kim Minji Kwak Seung Hee Yang Jaeseo Lim Byoung-Tak Zhang WithDorm: Dormitory Solution for Linking Roommates. 38:1-38:6 2019 MobileHCI https://doi.org/10.1145/3338286.3344385 conf/mhci/2019 db/conf/mhci/mhci2019.html#KimKYLZ19

Jiseob Kim Byoung-Tak Zhang Data Interpolations in Deep Generative Models under Non-Simply-Connected Manifold Topology. 2019 abs/1901.08553 CoRR http://arxiv.org/abs/1901.08553 db/journals/corr/corr1901.html#abs-1901-08553

Kyoung-Woon On Eun-Sol Kim Yu-Jung Heo Byoung-Tak Zhang Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies. 2019 abs/1901.09066 CoRR http://arxiv.org/abs/1901.09066 db/journals/corr/corr1901.html#abs-1901-09066

Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang Dual Attention Networks for Visual Reference Resolution in Visual Dialog. 2019 abs/1902.09368 CoRR http://arxiv.org/abs/1902.09368 db/journals/corr/corr1902.html#abs-1902-09368

Yu-Jung Heo Kyoung-Woon On Seongho Choi 0001 Jaeseo Lim Jinah Kim Jeh-Kwang Ryu Byung-Chull Bae Byoung-Tak Zhang Constructing Hierarchical Q&A Datasets for Video Story Understanding. 2019 abs/1904.00623 CoRR http://arxiv.org/abs/1904.00623 db/journals/corr/corr1904.html#abs-1904-00623

Sungjae Cho Jaeseo Lim Chris Hickey Jung Ae Park Byoung-Tak Zhang Simulating Problem Difficulty in Arithmetic Cognition Through Dynamic Connectionist Models. 2019 abs/1905.03617 CoRR http://arxiv.org/abs/1905.03617 db/journals/corr/corr1905.html#abs-1905-03617

Jiseob Kim Seungjae Jung Hyundo Lee Byoung-Tak Zhang Encoder-Powered Generative Adversarial Networks. 2019 abs/1906.00541 CoRR http://arxiv.org/abs/1906.00541 db/journals/corr/corr1906.html#abs-1906-00541

Kyoung-Woon On Eun-Sol Kim Yu-Jung Heo Byoung-Tak Zhang Compositional Structure Learning for Sequential Video Data. 2019 abs/1907.01709 CoRR http://arxiv.org/abs/1907.01709 db/journals/corr/corr1907.html#abs-1907-01709

Kyung-Wha Park Junghoon Lee Sunyoung Kwon Jung-Woo Ha 0001 Kyung-Min Kim Byoung-Tak Zhang Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion. 2019 abs/1910.02358 CoRR http://arxiv.org/abs/1910.02358 db/journals/corr/corr1910.html#abs-1910-02358

Hwiyeol Jo Byoung-Tak Zhang Ruminating Word Representations with Random Noised Masker. 2019 abs/1911.03459 CoRR http://arxiv.org/abs/1911.03459 db/journals/corr/corr1911.html#abs-1911-03459

Je-Keun Rhee Soo-Jin Kim Byoung-Tak Zhang Identifying DNA Methylation Modules Associated with a Cancer by Probabilistic Evolutionary Learning. 12-19 2018 13 IEEE Comput. Intell. Mag. 3 https://doi.org/10.1109/MCI.2018.2840659 https://www.wikidata.org/entity/Q129503291 db/journals/cim/cim13.html#RheeKZ18

Yung-Kyun Noh Jihun Hamm Frank Chongwoo Park Byoung-Tak Zhang Daniel D. Lee Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis. 92-105 2018 40 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2017.2666148 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2666148 https://www.wikidata.org/entity/Q38967547 db/journals/pami/pami40.html#NohHPZL18

Yung-Kyun Noh Byoung-Tak Zhang Daniel D. Lee Generative Local Metric Learning for Nearest Neighbor Classification. 106-118 2018 40 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2017.2666151 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2666151 https://www.wikidata.org/entity/Q38967542 db/journals/pami/pami40.html#NohZL18

Beom-Jin Lee Jinyoung Choi Chung-yeon Lee Kyung-Wha Park Sungjun Choi Cheolho Han Dong-Sig Han Christina Baek Patrick Mokodir Emaase Byoung-Tak Zhang Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11367 conf/aaai/2018 db/conf/aaai/aaai2018.html#LeeCLPCHHBEZ18 8208-8209 Dharani Punithan Byoung-Tak Zhang Lifelong Learning with the Feedback-loop between Emotions and Actions via Internal Reward. 423-427 2018 BICA https://doi.org/10.1016/j.procs.2018.11.095 https://www.wikidata.org/entity/Q128761331 conf/bica/2018 db/conf/bica/bica2018.html#PunithanZ18 Eun-Sol Kim Kyoung-Woon On Jongseok Kim 0002 Yu-Jung Heo Seong-Ho Choi 0001 Hyun-Dong Lee Byoung-Tak Zhang Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification. 306-316 2018 ECCV Workshops (4) https://doi.org/10.1007/978-3-030-11018-5_28 conf/eccv/2018w4 db/conf/eccv/eccv2018w4.html#KimOKHCLZ18 Kyung-Min Kim Seong-Ho Choi 0001 Jin-Hwa Kim Byoung-Tak Zhang Multimodal Dual Attention Memory for Video Story Question Answering. 698-713 2018 ECCV (15) https://doi.org/10.1007/978-3-030-01267-0_41 conf/eccv/2018-15 db/conf/eccv/eccv2018-15.html#KimCKZ18 Beom-Jin Lee Jinyoung Choi Christina Baek Byoung-Tak Zhang Robust Human Following by Deep Bayesian Trajectory Prediction for Home Service Robots. 7189-7195 2018 ICRA https://doi.org/10.1109/ICRA.2018.8462969 conf/icra/2018 db/conf/icra/icra2018.html#LeeCBZ18 Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang Bilinear Attention Networks. 1571-1581 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/96ea64f3a1aa2fd00c72faacf0cb8ac9-Abstract.html http://papers.nips.cc/paper/7429-bilinear-attention-networks conf/nips/2018 db/conf/nips/nips2018.html#KimJZ18 Sang-Woo Lee 0001 Yu-Jung Heo Byoung-Tak Zhang Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog. 2584-2594 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/0829424ffa0d3a2547b6c9622c77de03-Abstract.html http://papers.nips.cc/paper/7524-answerer-in-questioners-mind-information-theoretic-approach-to-goal-oriented-visual-dialog conf/nips/2018 db/conf/nips/nips2018.html#LeeHZ18

Sang-Woo Lee 0001 Yu-Jung Heo Byoung-Tak Zhang Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue. 2018 abs/1802.03881 CoRR http://arxiv.org/abs/1802.03881 db/journals/corr/corr1802.html#abs-1802-03881

Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang Bilinear Attention Networks. 2018 abs/1805.07932 CoRR http://arxiv.org/abs/1805.07932 db/journals/corr/corr1805.html#abs-1805-07932

Taehyeong Kim Min-Oh Heo Seonil Son Kyoung-Wha Park Byoung-Tak Zhang GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation. 2018 abs/1805.10973 CoRR http://arxiv.org/abs/1805.10973 db/journals/corr/corr1805.html#abs-1805-10973

Kyung-Min Kim Seong-Ho Choi 0001 Jin-Hwa Kim Byoung-Tak Zhang Multimodal Dual Attention Memory for Video Story Question Answering. 2018 abs/1809.07999 CoRR http://arxiv.org/abs/1809.07999 db/journals/corr/corr1809.html#abs-1809-07999

Ji-Hoon Lee Seung Hwan Lee Christina Baek Hyo-Sun Chun Je-Hwan Ryu Jin-Woo Kim 0001 Russell J. Deaton Byoung-Tak Zhang In vitro molecular machine learning algorithm via symmetric internal loops of DNA. 1-9 2017 158 Biosyst. https://doi.org/10.1016/j.biosystems.2017.04.005 https://www.wikidata.org/entity/Q38808124 db/journals/biosystems/biosystems158.html#LeeLBCRKDZ17

Sang-Woo Lee 0001 Chung-yeon Lee Dong-Hyun Kwak Jung-Woo Ha 0001 Jeonghee Kim Byoung-Tak Zhang Dual-memory neural networks for modeling cognitive activities of humans via wearable sensors. 17-28 2017 92 Neural Networks https://doi.org/10.1016/j.neunet.2017.02.008 https://www.wikidata.org/entity/Q38894037 db/journals/nn/nn92.html#LeeLKHKZ17

Jinyoung Choi Beom-Jin Lee Byoung-Tak Zhang Multi-Focus Attention Network for Efficient Deep Reinforcement Learning. 2017 AAAI Workshops https://aaai.org/papers/aaaiw-ws0301-17-15100/ conf/aaai/2017w db/conf/aaai/aaai2017w.html#ChoiLZ17 Dharani Punithan Byoung-Tak Zhang Molecular Associative Memory with Spatial Auto-logistic Model for Pattern Recall. 373-379 2017 BICA https://doi.org/10.1016/j.procs.2018.01.058 conf/bica/2017 db/conf/bica/bica2017.html#PunithanZ17 Bosun Hwang Jiwoo Ryu Cheolsoo Park Byoung-Tak Zhang A novel method to monitor human stress states using ultra-short-term ECG spectral feature. 2381-2384 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037335 https://www.wikidata.org/entity/Q47591331 conf/embc/2017 db/conf/embc/embc2017.html#HwangRPZ17 Ceyda Cinarel Byoung-Tak Zhang Into the Colorful World of Webtoons: Through the Lens of Neural Networks. 35-40 2017 MANPU@ICDAR https://doi.org/10.1109/ICDAR.2017.289 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2017.289 conf/icdar/2017manpu db/conf/icdar/manpu2017.html#CinarelZ17 Woo-Young Kang Kyung-Wha Park Byoung-Tak Zhang Extremely Sparse Deep Learning Using Inception Modules with Dropfilters. 448-453 2017 ICDAR https://doi.org/10.1109/ICDAR.2017.80 https://doi.ieeecomputersociety.org/10.1109/ICDAR.2017.80 conf/icdar/2017 db/conf/icdar/icdar2017.html#KangPZ17 Jin-Hwa Kim Kyoung Woon On Woosang Lim Jeonghee Kim Jung-Woo Ha 0001 Byoung-Tak Zhang Hadamard Product for Low-rank Bilinear Pooling. 2017 ICLR (Poster) https://openreview.net/forum?id=r1rhWnZkg conf/iclr/2017 db/conf/iclr/iclr2017.html#KimOLKHZ17 Cheolho Han Sang-Woo Lee 0001 Yu-Jung Heo Woo-Young Kang Jaehyun Jun Byoung-Tak Zhang Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks. 28-33 2017 LaCATODA@IJCAI https://ceur-ws.org/Vol-1926/paper4.pdf conf/ijcai/2017lacatoda db/conf/ijcai/lacatoda2017.html#HanLHKJZ17 Kyung-Min Kim Min-Oh Heo Seong-Ho Choi 0001 Byoung-Tak Zhang DeepStory: Video Story QA by Deep Embedded Memory Networks. 2016-2022 2017 IJCAI https://doi.org/10.24963/ijcai.2017/280 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#KimHCZ17 Sang-Woo Lee 0001 Jin-Hwa Kim Jaehyun Jun Jung-Woo Ha 0001 Byoung-Tak Zhang Overcoming Catastrophic Forgetting by Incremental Moment Matching. 4652-4662 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/f708f064faaf32a43e4d3c784e6af9ea-Abstract.html http://papers.nips.cc/paper/7051-overcoming-catastrophic-forgetting-by-incremental-moment-matching conf/nips/2017 db/conf/nips/nips2017.html#LeeKJHZ17

Sungtae Lee Sang-Woo Lee 0001 Jinyoung Choi Dong-Hyun Kwak Byoung-Tak Zhang Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals. 2017 abs/1703.03933 CoRR http://arxiv.org/abs/1703.03933 db/journals/corr/corr1703.html#LeeLCKZ17

Sang-Woo Lee 0001 Jin-Hwa Kim JungWoo Ha 0001 Byoung-Tak Zhang Overcoming Catastrophic Forgetting by Incremental Moment Matching. 2017 abs/1703.08475 CoRR http://arxiv.org/abs/1703.08475 db/journals/corr/corr1703.html#LeeKHZ17

Kyung-Min Kim Min-Oh Heo Seong-Ho Choi 0001 Byoung-Tak Zhang DeepStory: Video Story QA by Deep Embedded Memory Networks. 2017 abs/1707.00836 CoRR http://arxiv.org/abs/1707.00836 db/journals/corr/corr1707.html#KimHCZ17

Jinyoung Choi Beom-Jin Lee Byoung-Tak Zhang Multi-focus Attention Network for Efficient Deep Reinforcement Learning. 2017 abs/1712.04603 CoRR http://arxiv.org/abs/1712.04603 db/journals/corr/corr1712.html#abs-1712-04603

Jin-Hwa Kim Devi Parikh Dhruv Batra Byoung-Tak Zhang Yuandong Tian CoDraw: Visual Dialog for Collaborative Drawing. 2017 abs/1712.05558 CoRR http://arxiv.org/abs/1712.05558 db/journals/corr/corr1712.html#abs-1712-05558

Jin-Hwa Kim Byoung-Tak Zhang Visual Explanations from Hadamard Product in Multimodal Deep Networks. 2017 abs/1712.06228 CoRR http://arxiv.org/abs/1712.06228 db/journals/corr/corr1712.html#abs-1712-06228

Byoung-Tak Zhang Humans and Machines in the Evolution of AI in Korea. 108-112 2016 37 AI Mag. 2 https://doi.org/10.1609/aimag.v37i2.2656 db/journals/aim/aim37.html#Zhang16

Jinho Kim James T. Kwok Kazutoshi Sumiya Byoung-Tak Zhang Special issue: First International Conference on Big Data and Smart Computing (BigComp2014). 15-16 2016 104 Data Knowl. Eng. https://doi.org/10.1016/j.datak.2016.05.003 db/journals/dke/dke104.html#KimKSZ16

Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Whole-Body Balancing Walk Controller for Position Controlled Humanoid Robots. 2016 13 Int. J. Humanoid Robotics 1 https://doi.org/10.1142/S0219843616500110 db/journals/ijhr/ijhr13.html#YiZHL16 1650011:1-1650011:28

Eun-Sol Kim Kyoung-Woon On Byoung-Tak Zhang DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations. 834-840 2016 IJCAI http://www.ijcai.org/Abstract/16/123 conf/ijcai/2016 db/conf/ijcai/ijcai2016.html#KimOZ16 Sang-Woo Lee 0001 Chung-yeon Lee Dong-Hyun Kwak Jiwon Kim Jeonghee Kim Byoung-Tak Zhang Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors. 1669-1675 2016 IJCAI http://www.ijcai.org/Abstract/16/239 conf/ijcai/2016 db/conf/ijcai/ijcai2016.html#LeeLKKKZ16 Jin-Hwa Kim Sang-Woo Lee 0001 Dong-Hyun Kwak Min-Oh Heo Jeonghee Kim JungWoo Ha 0001 Byoung-Tak Zhang Multimodal Residual Learning for Visual QA. 361-369 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/9b04d152845ec0a378394003c96da594-Abstract.html http://papers.nips.cc/paper/6446-multimodal-residual-learning-for-visual-qa conf/nips/2016 db/conf/nips/nips2016.html#KimLKHKHZ16

Jin-Hwa Kim Sang-Woo Lee 0001 Dong-Hyun Kwak Min-Oh Heo Jeonghee Kim Jung-Woo Ha 0001 Byoung-Tak Zhang Multimodal Residual Learning for Visual QA. 2016 abs/1606.01455 CoRR http://arxiv.org/abs/1606.01455 db/journals/corr/corr1606.html#KimLKHKHZ16

Hanock Kwak Byoung-Tak Zhang Generating Images Part by Part with Composite Generative Adversarial Networks. 2016 abs/1607.05387 CoRR http://arxiv.org/abs/1607.05387 db/journals/corr/corr1607.html#KwakZ16

Jinyoung Choi Beom-Jin Lee Byoung-Tak Zhang Human Body Orientation Estimation using Convolutional Neural Network. 2016 abs/1609.01984 CoRR http://arxiv.org/abs/1609.01984 db/journals/corr/corr1609.html#ChoiLZ16

Jin-Hwa Kim Kyoung Woon On Woosang Lim Jeonghee Kim JungWoo Ha 0001 Byoung-Tak Zhang Hadamard Product for Low-rank Bilinear Pooling. 2016 abs/1610.04325 CoRR http://arxiv.org/abs/1610.04325 db/journals/corr/corr1610.html#KimOKHZ16

Hanock Kwak Byoung-Tak Zhang Ways of Conditioning Generative Adversarial Networks. 2016 abs/1611.01455 CoRR http://arxiv.org/abs/1611.01455 db/journals/corr/corr1611.html#KwakZ16a

Yung-Kyun Noh Daniel D. Lee Kyung-Ae Yang Cheong-Tag Kim Byoung-Tak Zhang Molecular learning with DNA kernel machines. 73-83 2015 137 Biosyst. https://doi.org/10.1016/j.biosystems.2015.06.007 https://www.wikidata.org/entity/Q45953979 db/journals/biosystems/biosystems137.html#NohLYKZ15

Seung-Joon Yi Stephen G. McGill Larry Vadakedathu Qin He Inyong Ha Jeakweon Han Hyunjong Song Michael Rouleau Byoung-Tak Zhang Dennis W. Hong Mark Yim Daniel D. Lee Team THOR's Entry in the DARPA Robotics Challenge Trials 2013. 315-335 2015 32 J. Field Robotics 3 https://doi.org/10.1002/rob.21555 db/journals/jfr/jfr32.html#YiMVHHHSRZHYL15

Jin-Woo Jung Hiroshi Wakuya Byoung-Tak Zhang Preface. 813-814 2015 19 Soft Comput. 4 https://doi.org/10.1007/s00500-015-1628-2 db/journals/soco/soco19.html#JungWZ15

Tae-Suh Park Byoung-Tak Zhang Consensus Analysis and Modeling of Visual Aesthetic Perception. 272-285 2015 6 IEEE Trans. Affect. Comput. 3 https://doi.org/10.1109/TAFFC.2015.2400151 http://doi.ieeecomputersociety.org/10.1109/TAFFC.2015.2400151 db/journals/taffco/taffco6.html#ParkZ15

JungWoo Ha 0001 Kyung-Min Kim Byoung-Tak Zhang Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos. 522-528 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9225 conf/aaai/2015 db/conf/aaai/aaai2015.html#HaKZ15 Kyung-Min Kim Chang-Jun Nan Jung-Woo Ha 0001 Yu-Jung Heo Byoung-Tak Zhang Pororobot: A Deep Learning Robot That Plays Video Q&A Games. 89-93 2015 AAAI Fall Symposia http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11670 conf/aaaifs/2015 db/conf/aaaifs/aaaifs2015.html#KimNHHZ15 Kyoung-Woon On Eun-Sol Kim Byoung-Tak Zhang Modeling Situated Conversations for a Child-Care Robot Using Wearable Devices. 103-106 2015 AAAI Fall Symposia http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11698 conf/aaaifs/2015 db/conf/aaaifs/aaaifs2015.html#OnKZ15 Chang-Jun Nan Kyung-Min Kim Byoung-Tak Zhang Social Network Analysis of TV Drama Characters via Deep Concept Hierarchies. 831-836 2015 ASONAM https://doi.org/10.1145/2808797.2809306 conf/asunam/2015 db/conf/asunam/asonam2015.html#NanKZ15 Eun-Sol Kim Kyoung-Woon On Byoung-Tak Zhang Analyzing Human Behavioral Data to Interact with Restaurant Server Agents. 333-336 2015 HAI https://doi.org/10.1145/2814940.2815013 conf/hai/2015 db/conf/hai/hai2015.html#KimOZ15 Kyomin Jung Byoung-Tak Zhang Prasenjit Mitra 0001 Deep Learning for the Web. 1525-1526 2015 WWW (Companion Volume) https://doi.org/10.1145/2740908.2741982 conf/www/2015c db/conf/www/www2015c.html#JungZM15

Sang-Woo Lee 0001 Min-Oh Heo Jiwon Kim Jeonghee Kim Byoung-Tak Zhang Dual Memory Architectures for Fast Deep Learning of Stream Data via an Online-Incremental-Transfer Strategy. 2015 abs/1506.04477 CoRR http://arxiv.org/abs/1506.04477 db/journals/corr/corr1506.html#LeeHKKZ15

Soo-Jin Kim JungWoo Ha 0001 Byoung-Tak Zhang Bayesian evolutionary hypergraph learning for predicting cancer clinical outcomes. 101-111 2014 49 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2014.02.002 https://www.wikidata.org/entity/Q50688695 db/journals/jbi/jbi49.html#KimHZ14

Kyung-Wha Park Byoung-Hee Kim Tae-Suh Park Byoung-Tak Zhang Uncovering Response Biases in Recommendation. 2014 MPREF@AAAI http://www.aaai.org/ocs/index.php/WS/AAAIW14/paper/view/8764 conf/aaai/2014mpref db/conf/aaai/mpref2014.html#ParkKPZ14 Chung-yeon Lee Byoung-Tak Zhang Effective EEG Connectivity Analysis of Episodic Memory Retrieval. 2014 CogSci https://escholarship.org/uc/item/0273f1q1 conf/cogsci/2014 db/conf/cogsci/cogsci2014.html#LeeZ14

Hee-Woong Lim Seung Hwan Lee Kyung-Ae Yang Suk-In Yoo Tai Hyun Park Byoung-Tak Zhang Biomolecular computation with molecular beacons for quantitative analysis of target nucleic acids. 11-17 2013 111 Biosyst. 1 https://doi.org/10.1016/j.biosystems.2012.09.004 https://www.wikidata.org/entity/Q46588529 db/journals/biosystems/biosystems111.html#LimLYYPZ13

In-Hee Lee 0001 Seung Hwan Lee Tai Hyun Park Byoung-Tak Zhang Non-linear molecular pattern classification using molecular beacons with multiple targets. 206-213 2013 114 Biosyst. 3 https://doi.org/10.1016/j.biosystems.2013.05.008 https://www.wikidata.org/entity/Q39406271 db/journals/biosystems/biosystems114.html#LeeLPZ13

Soo-Jin Kim JungWoo Ha 0001 Byoung-Tak Zhang Constructing higher-order miRNA-mRNA interaction networks in prostate cancer via hypergraph-based learning. 47 2013 7 BMC Syst. Biol. https://doi.org/10.1186/1752-0509-7-47 https://www.wikidata.org/entity/Q34778053 db/journals/bmcsb/bmcsb7.html#KimHZ13

Byoung-Tak Zhang Information-Theoretic Objective Functions for Lifelong Learning. 2013 AAAI Spring Symposium: Lifelong Machine Learning http://www.aaai.org/ocs/index.php/SSS/SSS13/paper/view/5775 conf/aaaiss/2013-5 db/conf/aaaiss/aaaiss2013-05.html#Zhang13 Beom-Jin Lee JungWoo Ha 0001 Kyung-Min Kim Byoung-Tak Zhang Evolutionary concept learning from cartoon videos by multimodal hypernetworks. 1186-1192 2013 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2013.6557700 conf/cec/2013 db/conf/cec/cec2013.html#LeeHKZ13 Wonhee Choe Hyo-Sun Chun Junhyug Noh Seong-Deok Lee Byoung-Tak Zhang Estimating Multiple Evoked Emotions from Videos. 2013 CogSci https://escholarship.org/uc/item/40p7b8j3 conf/cogsci/2013 db/conf/cogsci/cogsci2013.html#ChoeCNLZ13 Sang-Woo Lee 0001 Min-Oh Heo Byoung-Tak Zhang Online Incremental Structure Learning of Sum-Product Networks. 220-227 2013 ICONIP (2) https://doi.org/10.1007/978-3-642-42042-9_28 conf/iconip/2013-2 db/conf/iconip/iconip2013-2.html#LeeHZ13 Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Online learning of low dimensional strategies for high-level push recovery in bipedal humanoid robots. 1649-1655 2013 ICRA https://doi.org/10.1109/ICRA.2013.6630791 conf/icra/2013 db/conf/icra/icra2013.html#YiZHL13

Je-Gun Joung Soo-Jin Kim Soo-Yong Shin Byoung-Tak Zhang A probabilistic coevolutionary biclustering algorithm for discovering coherent patterns in gene expression dataset. S12 2012 13 BMC Bioinform. S-17 https://doi.org/10.1186/1471-2105-13-S17-S12 https://www.wikidata.org/entity/Q34530287 db/journals/bmcbi/bmcbi13S.html#JoungKSZ12

Jun Hee Yoo Ho-Sik Seok Byoung-Tak Zhang Evolutionary particle filtering for sequential dependency learning from video data. 1-8 2012 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2012.6256411 conf/cec/2012 db/conf/cec/cec2012.html#YooSZ12 Jiseob Kim Sooyong Jang Eun-Sol Kim Byoung-Tak Zhang Hierarchical Slow-Feature Models of Gesture Conversation. 2012 CogSci https://mindmodeling.org/cogsci2012/papers/0556/index.html conf/cogsci/2012 db/conf/cogsci/cogsci2012.html#KimJKZ12 Eun-Sol Kim Jiseob Kim Thies Pfeiffer Ipke Wachsmuth Byoung-Tak Zhang 'Is this right?' or 'Is that wrong?': Evidence from Dynamic Eye-Hand Movement in Decision Making. 2012 CogSci https://mindmodeling.org/cogsci2012/papers/0557/index.html conf/cogsci/2012 db/conf/cogsci/cogsci2012.html#KimKPWZ12 Chung-yeon Lee Beom-Jin Lee Joon Shik Kim Byoung-Tak Zhang Neural Correlates of Episodic Memory Formation in Audio-Visual Pairing Tasks. 2012 CogSci https://escholarship.org/uc/item/1qp8108z conf/cogsci/2012 db/conf/cogsci/cogsci2012.html#LeeLKZ12 Tae-Suh Park Byoung-Tak Zhang Effect of Saliency-Based Masking in Scene Classification. 2012 CogSci https://mindmodeling.org/cogsci2012/papers/0673/index.html conf/cogsci/2012 db/conf/cogsci/cogsci2012.html#ParkZ12 Byoung-Tak Zhang JungWoo Ha 0001 Myunggu Kang Sparse Population Code Models of Word Learning in Concept Drift. 2012 CogSci https://escholarship.org/uc/item/12h612c9 conf/cogsci/2012 db/conf/cogsci/cogsci2012.html#ZhangHK12 Seung-Joon Yi Stephen G. McGill Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Active stabilization of a humanoid robot for real-time imitation of a human operator. 761-766 2012 Humanoids https://doi.org/10.1109/HUMANOIDS.2012.6651605 conf/humanoids/2012 db/conf/humanoids/humanoids2012.html#YiMZHL12 Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Active stabilization of a humanoid robot for impact motions with unknown reaction forces. 4034-4039 2012 IROS https://doi.org/10.1109/IROS.2012.6385854 conf/iros/2012 db/conf/iros/iros2012.html#YiZHL12 JungWoo Ha 0001 Beom-Jin Lee Byoung-Tak Zhang Text-to-image retrieval based on incremental association via multimodal hypernetworks. 3245-3250 2012 SMC https://doi.org/10.1109/ICSMC.2012.6378291 conf/smc/2012 db/conf/smc/smc2012.html#HaLZ12

Ji-Hoon Lee Seung Hwan Lee Won-Hyong Chung Eun-Seok Lee Tai Hyun Park Russell J. Deaton Byoung-Tak Zhang A DNA assembly model of sentence generation. 51-56 2011 106 Biosyst. 1 https://doi.org/10.1016/j.biosystems.2011.06.007 https://www.wikidata.org/entity/Q45399693 db/journals/biosystems/biosystems106.html#LeeLCLPDZ11

Sangyoon Oh 0001 Min Su Lee 0001 Byoung-Tak Zhang Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification. 316-325 2011 8 IEEE ACM Trans. Comput. Biol. Bioinform. 2 https://doi.org/10.1109/TCBB.2010.96 https://doi.ieeecomputersociety.org/10.1109/TCBB.2010.96 https://dl.acm.org/doi/10.1109/TCBB.2010.96 https://www.wikidata.org/entity/Q33704855 db/journals/tcbb/tcbb8.html#OhLZ11

Ho-Sik Seok Kyu Baek Hwang Byoung-Tak Zhang Feature Relevance Network-Based Transfer Learning for Indoor Location Estimation. 711-719 2011 41 IEEE Trans. Syst. Man Cybern. Part C 5 https://doi.org/10.1109/TSMCC.2010.2076277 db/journals/tsmc/tsmcc41.html#SeokHZ11

Bado Lee Ho-Sik Seok Byoung-Tak Zhang Evolving a population code for multimodal concept learning. 699-706 2011 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2011.5949687 conf/cec/2011 db/conf/cec/cec2011.html#LeeSZ11 Eun-Sol Kim JungWoo Ha 0001 Wi Hoon Jung Joon Hwan Jang Jun Soo Kwon Byoung-Tak Zhang Mutual information-based evolution of hypernetworks for brain data analysis. 2611-2617 2011 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2011.5949944 conf/cec/2011 db/conf/cec/cec2011.html#KimHJJKZ11 Ji-Hoon Lee Bado Lee Joon Shik Kim Russell J. Deaton Byoung-Tak Zhang A molecular evolutionary algorithm for learning hypernetworks on simulated DNA computers. 2735-2742 2011 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2011.5949961 conf/cec/2011 db/conf/cec/cec2011.html#LeeLKDZ11 Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Online learning of a full body push recovery controller for omnidirectional walking. 1-6 2011 Humanoids https://doi.org/10.1109/Humanoids.2011.6100896 conf/humanoids/2011 db/conf/humanoids/humanoids2011.html#YiZHL11 Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Learning full body push recovery control for small humanoid robots. 2047-2052 2011 ICRA https://doi.org/10.1109/ICRA.2011.5980531 conf/icra/2011 db/conf/icra/icra2011.html#YiZHL11 Seung-Joon Yi Byoung-Tak Zhang Dennis W. Hong Daniel D. Lee Practical bipedal walking control on uneven terrain using surface learning and push recovery. 3963-3968 2011 IROS https://doi.org/10.1109/IROS.2011.6095131 conf/iros/2011 db/conf/iros/iros2011.html#YiZHL11

Hee-Woong Lim Seung Hwan Lee Kyung-Ae Yang Ji Youn Lee Suk-In Yoo Tai Hyun Park Byoung-Tak Zhang In vitro molecular pattern classification via DNA-based weighted-sum operation. 1-7 2010 100 Biosyst. 1 https://doi.org/10.1016/j.biosystems.2009.12.001 https://www.wikidata.org/entity/Q45718070 db/journals/biosystems/biosystems100.html#LimLYLYPZ10

Seung-Joon Yi Byoung-Tak Zhang Daniel D. Lee Online Learning of Uneven Terrain for Humanoid Bipedal Walking. 2010 AAAI https://doi.org/10.1609/aaai.v24i1.7729 conf/aaai/2010 db/conf/aaai/aaai2010.html#YiZL10 1639-1644 Minkyoung Kim Byoung-Tak Zhang June-Sup Lee Subjective Document Classification Using Network Analysis. 365-369 2010 ASONAM https://doi.org/10.1109/ASONAM.2010.65 https://doi.ieeecomputersociety.org/10.1109/ASONAM.2010.65 conf/asunam/2010 db/conf/asunam/asonam2010.html#KimZL10 Soo-Jin Kim JungWoo Ha 0001 Bado Lee Byoung-Tak Zhang Evolutionary layered hypernetworks for identifying microRNA-mRNA regulatory modules. 1-8 2010 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2010.5586479 conf/cec/2010 db/conf/cec/cec2010.html#KimHLZ10 Yung-Kyun Noh Byoung-Tak Zhang Daniel D. Lee Generative Local Metric Learning for Nearest Neighbor Classification. 1822-1830 2010 NIPS https://proceedings.neurips.cc/paper/2010/hash/01386bd6d8e091c2ab4c7c7de644d37b-Abstract.html http://papers.nips.cc/paper/4040-generative-local-metric-learning-for-nearest-neighbor-classification conf/nips/2010 db/conf/nips/nips2010.html#NohZL10 Umer Fareed Byoung-Tak Zhang MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory. 300-309 2010 PKAW https://doi.org/10.1007/978-3-642-15037-1_25 conf/pkaw/2010 db/conf/pkaw/pkaw2010.html#FareedZ10 JungWoo Ha 0001 Byoung-Hee Kim Bado Lee Byoung-Tak Zhang Layered Hypernetwork Models for Cross-Modal Associative Text and Image Keyword Generation in Multimodal Information Retrieval. 76-87 2010 PRICAI https://doi.org/10.1007/978-3-642-15246-7_10 conf/pricai/2010 db/conf/pricai/pricai2010.html#HaKLZ10 Min-Oh Heo Myunggu Kang Byoung-Tak Zhang Visual Query Expansion via Incremental Hypernetwork Models of Image and Text. 88-99 2010 PRICAI https://doi.org/10.1007/978-3-642-15246-7_11 conf/pricai/2010 db/conf/pricai/pricai2010.html#HeoKZ10 Yung-Kyun Noh Byoung-Tak Zhang Daniel D. Lee Fluid Dynamics Models for Low Rank Discriminant Analysis. 565-572 AISTATS 2010 conf/aistats/2010 http://proceedings.mlr.press/v9/noh10a.html db/journals/jmlr/jmlrp9.html#NohZL10 Byoung-Tak Zhang Mehmet A. Orgun PRICAI 2010: Trends in Artificial Intelligence, 11th Pacific Rim International Conference on Artificial Intelligence, Daegu, Korea, August 30-September 2, 2010. Proceedings 2010 https://doi.org/10.1007/978-3-642-15246-7 6230 978-3-642-15245-0 PRICAI Lecture Notes in Computer Science Springer db/conf/pricai/pricai2010.html

Sun Kim Jeongmi Kim Byoung-Tak Zhang Ensembled support vector machines for human papillomavirus risk type prediction from protein secondary structures. 187-193 2009 39 Comput. Biol. Medicine 2 https://doi.org/10.1016/j.compbiomed.2008.12.005 https://www.wikidata.org/entity/Q83278348 db/journals/cbm/cbm39.html#KimKZ09

Soo-Yong Shin In-Hee Lee 0001 Young-Min Cho Kyung-Ae Yang Byoung-Tak Zhang EvoOligo: Oligonucleotide Probe Design With Multiobjective Evolutionary Algorithms. 1606-1616 2009 39 IEEE Trans. Syst. Man Cybern. Part B 6 https://doi.org/10.1109/TSMCB.2009.2023078 https://www.wikidata.org/entity/Q51817407 db/journals/tsmc/tsmcb39.html#ShinLCYZ09

Byoung-Tak Zhang Teaching an Agent by Playing a Multimodal Memory Game: Challenges for Machine Learners and Human Teachers. 144- 2009 AAAI Spring Symposium: Agents that Learn from Human Teachers http://www.aaai.org/Library/Symposia/Spring/2009/ss09-01-021.php conf/aaaiss/2009-1 db/conf/aaaiss/aaaiss2009-1.html#Zhang09 Minkyoung Kim Byoung-Tak Zhang June-Sup Lee Dynamic and Static Influence Models on Starbucks Networks. 344-347 2009 ASONAM https://doi.org/10.1109/ASONAM.2009.50 https://doi.ieeecomputersociety.org/10.1109/ASONAM.2009.50 conf/asunam/2009 db/conf/asunam/asunam2009.html#KimZL09 Min Su Lee 0001 Je-Keun Rhee Byoung-Hee Kim Byoung-Tak Zhang AESNB: Active Example Selection with Naive Bayes Classifier for Learning from Imbalanced Biomedical Data. 15-21 2009 BIBE https://doi.org/10.1109/BIBE.2009.63 https://doi.ieeecomputersociety.org/10.1109/BIBE.2009.63 conf/bibe/2009 db/conf/bibe/bibe2009.html#LeeRKZ09 Min Su Lee 0001 Sangyoon Oh 0001 Byoung-Tak Zhang Ensemble Learning Based on Active Example Selection for Solving Imbalanced Data Problem in Biomedical Data. 350-355 2009 BIBM https://doi.org/10.1109/BIBM.2009.44 https://doi.ieeecomputersociety.org/10.1109/BIBM.2009.44 conf/bibm/2009 db/conf/bibm/bibm2009.html#LeeOZ09 Minkyoung Kim Byoung-Tak Zhang June-Sup Lee Social Influence Models Based on Starbucks Networks. 3-9 2009 CASoN https://doi.org/10.1109/CASoN.2009.26 https://doi.ieeecomputersociety.org/10.1109/CASoN.2009.26 conf/cason/2009 db/conf/cason/cason2009.html#KimZL09 Elena Bautu Sun Kim Andrei Bautu Henri Luchian Byoung-Tak Zhang Evolving hypernetwork models of binary time series for forecasting price movements on stock markets. 166-173 2009 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2009.4982944 conf/cec/2009 db/conf/cec/cec2009.html#BautuKBLZ09 JungWoo Ha 0001 Joon Hwan Jang Do-Hyung Kang Wi Hoon Jung Jun Soo Kwon Byoung-Tak Zhang Gender classification with cortical thickness measurement from magnetic resonance imaging by using a feature selection method based on evolutionary hypernetworks. 41-46 2009 FUZZ-IEEE https://doi.org/10.1109/FUZZY.2009.5277402 conf/fuzzIEEE/2009 db/conf/fuzzIEEE/fuzzIEEE2009.html#HaJKJKZ09 Hyun-Woo Kim Byoung-Hee Kim Byoung-Tak Zhang Evolutionary hypernetworks for learning to generate music from examples. 47-52 2009 FUZZ-IEEE https://doi.org/10.1109/FUZZY.2009.5277047 conf/fuzzIEEE/2009 db/conf/fuzzIEEE/fuzzIEEE2009.html#KimKZ09 Jakramate Bootkrajang Sun Kim Byoung-Tak Zhang Evolutionary hypernetwork classifiers for protein-proteininteraction sentence filtering. 185-192 2009 GECCO https://doi.org/10.1145/1569901.1569928 conf/gecco/2009g db/conf/gecco/gecco2009.html#BootkrajangKZ09

Joon Shik Kim Ji-Woo Lee Yung-Kyun Noh Ji-Yoon Park Dong-Yoon Lee Kyung-Ae Yang Young-Gyu Chai Jong Chan Kim Byoung-Tak Zhang An evolutionary Monte Carlo algorithm for predicting DNA hybridization. 69-75 2008 91 Biosyst. 1 https://doi.org/10.1016/j.biosystems.2007.07.005 https://www.wikidata.org/entity/Q51905180 db/journals/biosystems/biosystems91.html#KimLNPLYCKZ08

Byoung-Tak Zhang Hypernetworks: A Molecular Evolutionary Architecture for Cognitive Learning and Memory. 49-63 2008 3 IEEE Comput. Intell. Mag. 3 https://doi.org/10.1109/MCI.2008.926615 db/journals/cim/cim3.html#Zhang08

Jae-Hong Eom Sung-Chun Kim Byoung-Tak Zhang AptaCDSS-E: A classifier ensemble-based clinical decision support system for cardiovascular disease level prediction. 2465-2479 2008 34 Expert Syst. Appl. 4 https://doi.org/10.1016/j.eswa.2007.04.015 db/journals/eswa/eswa34.html#EomKZ08

Sun Kim Soo-Yong Shin In-Hee Lee 0001 Soo-Jin Kim Ram Sriram Byoung-Tak Zhang PIE: an online prediction system for protein-protein interactions from text. 411-415 2008 36 Nucleic Acids Res. Web-Server-Issue https://doi.org/10.1093/nar/gkn281 https://www.wikidata.org/entity/Q36749274 db/journals/nar/nar36.html#KimSLKSZ08

Byoung-Tak Zhang Cognitive learning and the multimodal memory game: Toward human-level machine learning. 3261-3267 2008 IJCNN https://doi.org/10.1109/IJCNN.2008.4634261 conf/ijcnn/2008 db/conf/ijcnn/ijcnn2008.html#Zhang08

Je-Gun Joung Kyu Baek Hwang Jin-Wu Nam Soo-Jin Kim Byoung-Tak Zhang Discovery of microRNA-mRNA modules via population-based probabilistic learning. 1141-1147 2007 23 Bioinform. 9 https://doi.org/10.1093/bioinformatics/btm045 https://www.wikidata.org/entity/Q50694815 db/journals/bioinformatics/bioinformatics23.html#JoungHNKZ07

Joon Shik Kim Jong Chan Kim Jangmin O Byoung-Tak Zhang A Global Minimization Algorithm Based on a Geodesic of a Lagrangian Formulation of Newtonian Dynamics. 121-131 2007 26 Neural Process. Lett. 2 https://doi.org/10.1007/s11063-007-9046-9 db/journals/npl/npl26.html#KimKOZ07

Chan-Hoon Park Soo-Jin Kim Sun Kim Dong-Yeon Cho Byoung-Tak Zhang Finding Cancer-Related Gene Combinations Using a Molecular Evolutionary Algorithm. 158-163 2007 conf/bibe/2007 BIBE https://doi.org/10.1109/BIBE.2007.4375559 https://doi.ieeecomputersociety.org/10.1109/BIBE.2007.4375559 db/conf/bibe/bibe2007.html#ParkKKCZ07 Sun Kim Soo-Jin Kim Byoung-Tak Zhang Evolving hypernetwork classifiers for microRNA expression profile analysis. 313-319 2007 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2007.4424487 conf/cec/2007 db/conf/cec/cec2007.html#KimKZ07 Joo-Kyung Kim Byoung-Tak Zhang Evolving hypernetworks for pattern classification. 1856-1862 2007 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2007.4424699 conf/cec/2007 db/conf/cec/cec2007.html#KimZ07 In-Hee Lee 0001 Soo-Yong Shin Byoung-Tak Zhang Multiplex PCR Assay Design by Hybrid Multiobjective Evolutionary Algorithm. 376-385 2007 conf/emo/2006 EMO https://doi.org/10.1007/978-3-540-70928-2_30 db/conf/emo/emo2006.html#LeeSZ06 Jin-Wu Nam In-Hee Lee 0001 Kyu Baek Hwang Seong-Bae Park Byoung-Tak Zhang Dinucleotide Step Parameterization of Pre-miRNAs Using Multi-objective Evolutionary Algorithms. 176-186 2007 conf/evoW/2007bio EvoBIO https://doi.org/10.1007/978-3-540-71783-6_17 db/conf/evoW/evobio2007.html#NamLHPZ07 Byoung-Tak Zhang Random Hypergraph Models of Learning and Memory in Biomolecular Networks: Shorter-Term Adaptability vs. Longer-Term Persistency. 344-349 2007 conf/foci/2007 FOCI https://doi.org/10.1109/FOCI.2007.371494 db/conf/foci/foci2007.html#Zhang07 JungWoo Ha 0001 Jae-Hong Eom Sung-Chun Kim Byoung-Tak Zhang Evolutionary hypernetwork models for aptamer-based cardiovascular disease diagnosis. 2709-2716 2007 conf/gecco/2007c GECCO (Companion) https://doi.org/10.1145/1274000.1274073 db/conf/gecco/gecco2007c.html#HaEKZ07

Dong-Yeon Cho Kwang-Hyun Cho Byoung-Tak Zhang Identification of biochemical networks by S-tree based genetic programming. 1631-1640 2006 22 Bioinform. 13 https://doi.org/10.1093/bioinformatics/btl122 https://www.wikidata.org/entity/Q48452234 db/journals/bioinformatics/bioinformatics22.html#ChoCZ06

Je-Gun Joung Dongho Shin Rho Hyun Seong Byoung-Tak Zhang Identification of regulatory modules by co-clustering latent variable models: stem cell differentiation. 2005-2011 2006 22 Bioinform. 16 https://doi.org/10.1093/bioinformatics/btl343 https://www.wikidata.org/entity/Q48435611 db/journals/bioinformatics/bioinformatics22.html#JoungSSZ06

Sok June Oh Je-Gun Joung Jeong Ho Chang Byoung-Tak Zhang Construction of phylogenetic trees by kernel-based comparative analysis of metabolic networks. 284 2006 7 BMC Bioinform. https://doi.org/10.1186/1471-2105-7-284 https://www.wikidata.org/entity/Q33245751 db/journals/bmcbi/bmcbi7.html#OhJCZ06

Sung-Kyu Kim Jin-Wu Nam Je-Keun Rhee Wha-Jin Lee Byoung-Tak Zhang miTarget: microRNA target gene prediction using a support vector machine. 411 2006 7 BMC Bioinform. https://doi.org/10.1186/1471-2105-7-411 https://www.wikidata.org/entity/Q24670005 db/journals/bmcbi/bmcbi7.html#KimNRLZ06

Je-Gun Joung Sok June Oh Byoung-Tak Zhang Protein sequence-based risk classification for human papillomaviruses. 656-667 2006 36 Comput. Biol. Medicine 6 https://doi.org/10.1016/j.compbiomed.2004.04.007 https://www.wikidata.org/entity/Q45966338 db/journals/cbm/cbm36.html#JoungOZ06

Jangmin O Jongwoo Lee Jae Won Lee Byoung-Tak Zhang Adaptive stock trading with dynamic asset allocation using reinforcement learning. 2121-2147 2006 176 Inf. Sci. 15 https://doi.org/10.1016/j.ins.2005.10.009 db/journals/isci/isci176.html#OLLZ06

Jin-Wu Nam Jinhan Kim Sung-Kyu Kim Byoung-Tak Zhang ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs. 455-458 2006 34 Nucleic Acids Res. Web-Server-Issue https://doi.org/10.1093/nar/gkl321 https://www.wikidata.org/entity/Q34974085 db/journals/nar/nar34.html#NamKKZ06

Sun Kim Min-Oh Heo Byoung-Tak Zhang Text Classifiers Evolved on a Simulated DNA Computer. 2646-2652 2006 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2006.1688639 conf/cec/2006 db/conf/cec/cec2006.html#KimHZ06 Byoung-Tak Zhang Joo-Kyung Kim DNA Hypernetworks for Information Storage and Retrieval. 298-307 2006 conf/dna/2006 DNA https://doi.org/10.1007/11925903_23 db/conf/dna/dna2006.html#ZhangK06 Kee-Young Kim Dong-Yeon Cho Byoung-Tak Zhang Multi-stage Evolutionary Algorithms for Efficient Identification of Gene Regulatory Networks. 45-56 2006 conf/evoW/2006 EvoWorkshops https://doi.org/10.1007/11732242_5 db/conf/evoW/evoW2006.html#KimCZ06 Sun Kim Byoung-Tak Zhang Human Papillomavirus Risk Type Classification from Protein Sequences Using Support Vector Machines. 57-66 2006 conf/evoW/2006 EvoWorkshops https://doi.org/10.1007/11732242_6 db/conf/evoW/evoW2006.html#KimZ06 Soo-Yong Shin In-Hee Lee 0001 Byoung-Tak Zhang Microarray Probe Design Using epsilon-Multi-Objective Evolutionary Algorithms with Thermodynamic Criteria. 184-195 2006 conf/evoW/2006 EvoWorkshops https://doi.org/10.1007/11732242_17 db/conf/evoW/evoW2006.html#ShinLZ06 Jae-Hong Eom Byoung-Tak Zhang Prediction of Protein Interaction with Neural Network-Based Feature Association Rule Mining. 30-39 2006 conf/iconip/2006-3 ICONIP (3) https://doi.org/10.1007/11893295_4 db/conf/iconip/iconip2006-3.html#EomZ06 Kyu Baek Hwang Byoung-Hee Kim Byoung-Tak Zhang Learning Hierarchical Bayesian Networks for Large-Scale Data Analysis. 670-679 2006 conf/iconip/2006-1 ICONIP (1) https://doi.org/10.1007/11893028_75 db/conf/iconip/iconip2006-1.html#HwangKZ06 Jae-Hong Eom Byoung-Tak Zhang Mining Protein Interaction from Biomedical Literature with Relation Kernel Method. 642-647 2006 conf/isnn/2006-3 ISNN (2) https://doi.org/10.1007/11760191_94 db/conf/isnn/isnn2006-3.html#EomZ06 Jae-Hong Eom Sun Kim Seong-Hwan Kim 0006 Byoung-Tak Zhang A Tree Kernel-Based Method for Protein-Protein Interaction Mining from Biomedical Literature. 42-52 2006 conf/pakdd/2006kdll KDLL https://doi.org/10.1007/11683568_4 db/conf/pakdd/kdll2006.html#EomKKZ06 Sang-Kyun Lee Seung-Joon Yi Byoung-Tak Zhang Combining Information-Based Supervised and Unsupervised Feature Selection. 489-498 2006 Feature Extraction https://doi.org/10.1007/978-3-540-35488-8_25 books/sp/06/GNGZ2006 db/books/collections/GNGZ2006.html#LeeYZ06

Sek Won Kong Kyu Baek Hwang Richard D. Kim Byoung-Tak Zhang Steven A. Greenberg Isaac S. Kohane Peter J. Park CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays. 2116-2117 2005 21 Bioinform. 9 https://doi.org/10.1093/bioinformatics/bti288 https://www.wikidata.org/entity/Q33641344 db/journals/bioinformatics/bioinformatics21.html#KongHKZGKP05

Jangmin O Jongwoo Lee Jae Won Lee Byoung-Tak Zhang Dynamic Asset Allocation for Stock Trading Optimized by Evolutionary Computation. 1217-1223 2005 88-D IEICE Trans. Inf. Syst. 6 https://doi.org/10.1093/ietisy/e88-d.6.1217 db/journals/ieicet/ieicet88d.html#OLLZ05

Jeong Ho Chang Kyu Baek Hwang Sok June Oh Byoung-Tak Zhang Bayesian Network Learning with Feature Abstraction for Gene-drug Dependency Analysis. 61-78 2005 3 J. Bioinform. Comput. Biol. 1 https://doi.org/10.1142/S0219720005000874 https://www.wikidata.org/entity/Q51532365 db/journals/jbcb/jbcb3.html#ChangHOZ05

Soo-Yong Shin In-Hee Lee 0001 Dongmin Kim Byoung-Tak Zhang Multiobjective evolutionary optimization of DNA sequences for reliable DNA computing. 143-158 2005 9 IEEE Trans. Evol. Comput. 2 https://doi.org/10.1109/TEVC.2005.844166 db/journals/tec/tec9.html#ShinLKZ05

Kyu Baek Hwang Byoung-Tak Zhang Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets. 1302-1310 2005 35 IEEE Trans. Syst. Man Cybern. Part B 6 https://doi.org/10.1109/TSMCB.2005.850162 https://www.wikidata.org/entity/Q51957784 db/journals/tsmc/tsmcb35.html#HwangZ05

Sung-Kyu Kim Jin-Wu Nam Wha-Jin Lee Byoung-Tak Zhang A Kernel Method for MicroRNA Target Prediction Using Sensible Data and Position-Based Features. 46-52 2005 conf/cibcb/2005 CIBCB db/conf/cibcb/cibcb2005.html#KimNLZ05 Byoung-Tak Zhang Ha-Young Jang Molecular Learning of wDNF Formulae. 427-437 2005 conf/dna/2005 DNA https://doi.org/10.1007/11753681_34 db/conf/dna/dna2005.html#ZhangJ05 Byoung-Tak Zhang Ha-Young Jang Molecular programming: evolving genetic programs in a test tube. 1761-1768 2005 conf/gecco/2005 GECCO https://doi.org/10.1145/1068009.1068301 db/conf/gecco/gecco2005.html#ZhangJ05 Jae-Hong Eom Byoung-Tak Zhang Prediction of Yeast Protein-Protein Interactions by Neural Feature Association Rule. 491-496 2005 conf/icann/2005-2 ICANN (2) https://doi.org/10.1007/11550907_77 db/conf/icann/icann2005-2.html#EomZ05 Jae-Hong Eom Byoung-Tak Zhang Extraction of Gene/Protein Interaction from Text Documents with Relation Kernel. 936-942 2005 conf/kes/2005-2 KES (2) https://doi.org/10.1007/11552451_129 db/conf/kes/kes2005-2.html#EomZ05

Seong-Bae Park Byoung-Tak Zhang Co-trained support vector machines for large scale unstructured document classification using unlabeled data and syntactic information. 421-439 2004 40 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2003.09.003 db/journals/ipm/ipm40.html#ParkZ04

Derrel Blain Max H. Garzon Soo-Yong Shin Byoung-Tak Zhang Satoshi Kashiwamura Masahito Yamamoto Atsushi Kameda Azuma Ohuchi Development, evaluation and benchmarking of simulation software for biomolecule-based computing. 427-442 2004 3 Nat. Comput. 4 https://doi.org/10.1007/s11047-004-2644-9 db/journals/nc/nc3.html#BlainGSZKYKO04

Jae-Hong Eom Byoung-Tak Zhang PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining. 216-225 https://doi.org/10.1007/978-3-540-30106-6_22 2004 conf/aimsa/2004 AIMSA db/conf/aimsa/aimsa2004.html#EomZ04 Seong-Bae Park Jeong Ho Chang Byoung-Tak Zhang Korean Compound Noun Decomposition Using Syllabic Information Only. 146-157 https://doi.org/10.1007/978-3-540-24630-5_18 2004 conf/cicling/2004 CICLing db/conf/cicling/cicling2004.html#ParkCZ04 Jae-Hong Eom Byoung-Tak Zhang BioPubMiner: Machine Learning Component-Based Biomedical Information Analysis Platform. 11-20 https://doi.org/10.1007/978-3-540-30561-3_2 2004 conf/cit/2004 CIT db/conf/cit/cit2004.html#EomZ04 Jae-Hong Eom Byoung-Tak Zhang Adaptive Neural Network-Based Clustering of Yeast Protein-Protein Interactions. 49-57 https://doi.org/10.1007/978-3-540-30561-3_6 2004 conf/cit/2004 CIT db/conf/cit/cit2004.html#EomZ04a Ji Youn Lee Hee-Woong Lim Suk-In Yoo Byoung-Tak Zhang Tai Hyun Park Efficient Initial Pool Generation for Weighted Graph Problems Using Parallel Overlap Assembly. 215-223 2004 conf/dna/2004 DNA https://doi.org/10.1007/11493785_19 db/conf/dna/dna2004.html#LeeLYZP04 Byoung-Tak Zhang Ha-Young Jang A Bayesian Algorithm for In Vitro Molecular Evolution of Pattern Classifiers. 458-467 2004 conf/dna/2004 DNA https://doi.org/10.1007/11493785_39 db/conf/dna/dna2004.html#ZhangJ04 Jangmin O Jae Won Lee Jongwoo Lee Byoung-Tak Zhang Dynamic Asset Allocation Exploiting Predictors in Reinforcement Learning Framework. 298-309 https://doi.org/10.1007/978-3-540-30115-8_29 2004 conf/ecml/2004 ECML db/conf/ecml/ecml2004.html#OLLZ04 Jin-Wu Nam Je-Gun Joung Y. S. Ahn Byoung-Tak Zhang Two-Step Genetic Programming for Optimization of RNA Common-Structure. 73-83 https://doi.org/10.1007/978-3-540-24653-4_8 2004 conf/evoW/2004 EvoWorkshops db/conf/evoW/evoW2004.html#NamJAZ04 Jae-Hong Eom Seong-Bae Park Byoung-Tak Zhang Genetic Mining of DNA Sequence Structures for Effective Classification of the Risk Types of Human Papillomavirus (HPV). 1334-1343 https://doi.org/10.1007/978-3-540-30499-9_208 2004 conf/iconip/2004 ICONIP db/conf/iconip/iconip2004.html#EomPZ04 Jae-Hong Eom Jeong Ho Chang Byoung-Tak Zhang Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining. 85-91 https://doi.org/10.1007/978-3-540-28651-6_13 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#EomCZ04 Byoung-Hee Kim Seong-Bae Park Byoung-Tak Zhang PromSearch: A Hybrid Approach to Human Core-Promoter Prediction. 125-131 https://doi.org/10.1007/978-3-540-28651-6_18 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#KimPZ04 Jangmin O Jae Won Lee Sung-Bae Park Byoung-Tak Zhang Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks. 794-799 https://doi.org/10.1007/978-3-540-28651-6_118 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#OLPZ04 Dong-Yeon Cho Byoung-Tak Zhang Evolutionary Continuous Optimization by Distribution Estimation with Variational Bayesian Independent Component Analyzers Mixture Model. 212-221 https://doi.org/10.1007/978-3-540-30217-9_22 2004 conf/ppsn/2004 PPSN db/conf/ppsn/ppsn2004.html#ChoZ04 Je-Gun Joung Sok June Oh Byoung-Tak Zhang Searching Transcriptional Modules Using Evolutionary Algorithms. 532-540 https://doi.org/10.1007/978-3-540-30217-9_54 2004 conf/ppsn/2004 PPSN db/conf/ppsn/ppsn2004.html#JoungOZ04 Je-Gun Joung Sok June Oh Byoung-Tak Zhang Prediction of the Risk Types of Human Papillomaviruses by Support Vector Machines. 723-731 https://doi.org/10.1007/978-3-540-28633-2_76 2004 conf/pricai/2004 PRICAI db/conf/pricai/pricai2004.html#JoungOZ04 Jin-Wu Nam Wha-Jin Lee Byoung-Tak Zhang Computational Methods for Identification of Human microRNA Precursors. 732-741 https://doi.org/10.1007/978-3-540-28633-2_77 2004 conf/pricai/2004 PRICAI db/conf/pricai/pricai2004.html#NamLZ04 In-Hee Lee 0001 Sun Kim Byoung-Tak Zhang Multi-objective Evolutionary Probe Design Based on Thermodynamic Criteria for HPV Detection. 742-750 https://doi.org/10.1007/978-3-540-28633-2_78 2004 conf/pricai/2004 PRICAI db/conf/pricai/pricai2004.html#LeeKZ04

Sun Kim Byoung-Tak Zhang Genetic Mining of HTML Structures for Effective Web-Document Retrieval. 243-256 2003 18 Appl. Intell. 3 db/journals/apin/apin18.html#KimZ03 https://doi.org/10.1023/A:1023293820057

Seong-Bae Park Byoung-Tak Zhang Yung Taek Kim Word Sense Disambiguation by Learning Decision Trees from Unlabeled Data. 27-38 2003 19 Appl. Intell. 1-2 db/journals/apin/apin19.html#ParkZK03 https://doi.org/10.1023/A:1023812606045

Byoung-Tak Zhang Jinsan Yang Sung Wook Chi Self-Organizing Latent Lattice Models for Temporal Gene Expression Profiling. 67-89 2003 52 Mach. Learn. 1-2 https://doi.org/10.1023/A:1023993325417 db/journals/ml/ml52.html#ZhangYC03

Seong-Bae Park Byoung-Tak Zhang Text Chunking by Combining Hand-Crafted Rules and Memory-Based Learning. 497-504 2003 conf/acl/2003 ACL https://aclanthology.org/P03-1063/ https://doi.org/10.3115/1075096.1075159 db/conf/acl/acl2003.html#ParkZ03 In-Hee Lee 0001 Soo-Yong Shin Byoung-Tak Zhang DNA sequence optimization using constrained multi-objective evolutionary algorithm. 2270-2276 2003 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2003.1299371 conf/cec/2003 db/conf/cec/cec2003.html#LeeSZ03 Su Dong Kim Ki-Roo Shin Byoung-Tak Zhang Molecular immunocomputing with application to alphabetical pattern recognition mimics the characterization of ABO blood type. 2549-2556 2003 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2003.1299409 conf/cec/2003 db/conf/cec/cec2003.html#KimSZ03 Seong-Bae Park Sohyun Hwang Byoung-Tak Zhang Mining the Risk Types of Human Papillomavirus (HPV) by AdaCost. 403-412 https://doi.org/10.1007/978-3-540-45227-0_40 2003 conf/dexa/2003 DEXA db/conf/dexa/dexa2003.html#ParkHZ03 Hee-Woong Lim Hae-Man Jang Sung-Mo Ha Young-Gyu Chai Suk-In Yoo Byoung-Tak Zhang A Lab-on-a-Chip Module for Bead Separation in DNA-Based Concept Learning. 1-10 https://doi.org/10.1007/978-3-540-24628-2_1 2003 conf/dna/2003 DNA db/conf/dna/dna2003.html#LimJHCYZ03 In-Hee Lee 0001 Ji-Yoon Park Young-Gyu Chai Byoung-Tak Zhang RCA-Based Detection Methods for Resolution Refutation. 32-36 https://doi.org/10.1007/978-3-540-24628-2_4 2003 conf/dna/2003 DNA db/conf/dna/dna2003.html#LeePCZ03 Seong-Bae Park Sohyun Hwang Byoung-Tak Zhang Classification of the Risk Types of Human Papillomavirus by Decision Trees. 540-544 https://doi.org/10.1007/978-3-540-45080-1_74 2003 conf/ideal/2003 IDEAL db/conf/ideal/ideal2003.html#ParkHZ03 Seong-Bae Park Byoung-Tak Zhang Automatic Webpage Classification Enhanced by Unlabeled Data. 821-825 https://doi.org/10.1007/978-3-540-45080-1_113 2003 conf/ideal/2003 IDEAL db/conf/ideal/ideal2003.html#ParkZ03 Seong-Bae Park Byoung-Tak Zhang Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information. 88-99 2003 conf/pakdd/2003 PAKDD https://doi.org/10.1007/3-540-36175-8_9 db/conf/pakdd/pakdd2003.html#ParkZ03 Yuseop Kim Jeong Ho Chang Byoung-Tak Zhang An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition. 111-116 2003 conf/pakdd/2003 PAKDD https://doi.org/10.1007/3-540-36175-8_11 db/conf/pakdd/pakdd2003.html#KimCZ03

Byoung-Tak Zhang A Bayesian evolutionary approach to the design and learning of heterogeneous neural trees. 73-86 2002 9 Integr. Comput. Aided Eng. 1 https://doi.org/10.3233/ica-2002-9105 https://www.wikidata.org/entity/Q129468451 db/journals/icae/icae9.html#Zhang02

Kwee-Bo Sim Dong-Wook Lee Byoung-Tak Zhang Behavior Evolution of Autonomous Mobile Robot(AMR) using Genetic Programming Based on Evolvable Hardware. 20-25 2002 2 Int. J. Fuzzy Log. Intell. Syst. 1 https://doi.org/10.5391/IJFIS.2002.2.1.020 db/journals/ijflis/ijflis2.html#SimLZ02

Soo-Yong Shin Dongmin Kim In-Hee Lee 0001 Byoung-Tak Zhang Evolutionary sequence generation for reliable DNA computing. 79-84 2002 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2002.1006213 conf/cec/2002 db/conf/cec/cec2002.html#ShinKLZ02 Dong-Yeon Cho Byoung-Tak Zhang Evolutionary optimization by distribution estimation with mixtures of factor analyzers. 1396-1401 2002 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2002.1004447 conf/cec/2002 db/conf/cec/cec2002.html#ChoZ02 Yuseop Kim Jeong Ho Chang Byoung-Tak Zhang A Comparative Evaluation of Data-driven Models in Translation Selection of Machine Translation. 2002 conf/coling/2002 COLING https://aclanthology.org/C02-1072/ db/conf/coling/coling2002.html#KimCZ02 Ji Youn Lee Soo-Yong Shin Sirk June Augh Tai Hyun Park Byoung-Tak Zhang Temperature Gradient-Based DNA Computing for Graph Problems with Weighted Edges. 73-84 2002 conf/dna/2002 DNA https://doi.org/10.1007/3-540-36440-4_7 db/conf/dna/dna2002.html#LeeSAPZ02 Hee-Woong Lim Ji-Eun Yun Hae-Man Jang Young-Gyu Chai Suk-In Yoo Byoung-Tak Zhang Version Space Learning with DNA Molecules. 143-155 2002 conf/dna/2002 DNA https://doi.org/10.1007/3-540-36440-4_13 db/conf/dna/dna2002.html#LimYJCYZ02 In-Hee Lee 0001 Ji-Yoon Park Hae-Man Jang Young-Gyu Chai Byoung-Tak Zhang DNA Implementation of Theorem Proving with Resolution Refutation in Propositional Logic. 156-167 2002 conf/dna/2002 DNA https://doi.org/10.1007/3-540-36440-4_14 db/conf/dna/dna2002.html#LeePJCZ02 Dongmin Kim Soo-Yong Shin In-Hee Lee 0001 Byoung-Tak Zhang NACST/Seq: A Sequence Design System with Multiobjective Optimization. 242-251 2002 conf/dna/2002 DNA https://doi.org/10.1007/3-540-36440-4_21 db/conf/dna/dna2002.html#KimSLZ02 Jangmin O Jae Won Lee Byoung-Tak Zhang Stock Trading System Using Reinforcement Learning with Cooperative Agents. 451-458 2002 conf/icml/2002 ICML db/conf/icml/icml2002.html#OLZ02 Seong-Bae Park Byoung-Tak Zhang A Boosted Maximum Entropy Model for Learning Text Chunking. 482-489 2002 conf/icml/2002 ICML db/conf/icml/icml2002.html#ParkZ02 Kyu Baek Hwang Jae Won Lee Seung-Woo Chung Byoung-Tak Zhang Construction of Large-Scale Bayesian Networks by Local to Global Search. 375-384 2002 conf/pricai/2002 PRICAI https://doi.org/10.1007/3-540-45683-X_41 db/conf/pricai/pricai2002.html#HwangLCZ02 Jeong Ho Chang Jae Won Lee Yuseop Kim Byoung-Tak Zhang Topic Extraction from Text Documents Using Multiple-Cause Networks. 434-443 2002 conf/pricai/2002 PRICAI https://doi.org/10.1007/3-540-45683-X_47 db/conf/pricai/pricai2002.html#ChangLKZ02 Yuseop Kim Jeong Ho Chang Byoung-Tak Zhang Target Word Selection Using WordNet and Data-Driven Models in Machine Translation. 607 2002 conf/pricai/2002 PRICAI https://doi.org/10.1007/3-540-45683-X_77 db/conf/pricai/pricai2002.html#KimCZ02

Byoung-Tak Zhang Young-Woo Seo Personalized Web-Document Filtering Using Reinforcement Learning. 665-685 2001 15 Appl. Artif. Intell. 6 db/journals/aai/aai15.html#ZhangS01 https://doi.org/10.1080/088395101750363993

Byoung-Tak Zhang Young-Woo Seo Personalized Web-Document Filtering Using Reinforcement Learning. 665-685 2001 15 Appl. Artif. Intell. 7 db/journals/aai/aai15.html#ZhangS01a

Byoung-Tak Zhang Dong-Yeon Cho System identification using evolutionary Markov chain Monte Carlo. 587-599 2001 47 J. Syst. Archit. 7 https://doi.org/10.1016/S1383-7621(01)00017-0 db/journals/jsa/jsa47.html#ZhangC01

Yuseop Kim Byoung-Tak Zhang Yung Taek Kim Collocation Dictionary Optimization Using WordNet and k-Nearest Neighbor Learning. 89-108 2001 16 Mach. Transl. 2 https://doi.org/10.1023/A:1014540107013 db/journals/mt/mt16.html#KimZK01

Sung Dong Kim Byoung-Tak Zhang Yung Taek Kim Learning-based Intrasentence Segmentation for Efficient Translation of Long Sentences. 151-174 2001 16 Mach. Transl. 3 https://doi.org/10.1023/A:1019896420277 db/journals/mt/mt16.html#KimZK01a

Si-Eun Lee Byoung-Tak Zhang Arnaud Doucet Convergence properties of Bayesian evolutionary algorithms with population size greater than 1. 326-331 2001 CEC https://doi.org/10.1109/CEC.2001.934408 conf/cec/2001 db/conf/cec/cec2001.html#LeeZD01 Je-Gun Joung Byoung-Tak Zhang Actively searching for committees of RBF networks using Bayesian evolutionary computation. 372-377 2001 CEC https://doi.org/10.1109/CEC.2001.934414 conf/cec/2001 db/conf/cec/cec2001.html#JoungZ01 Soo-Yong Shin Byoung-Tak Zhang Bayesian evolutionary algorithms for continuous function optimization. 508-515 2001 CEC https://doi.org/10.1109/CEC.2001.934434 conf/cec/2001 db/conf/cec/cec2001.html#ShinZ01 Dong-Yeon Cho Byoung-Tak Zhang Continuous estimation of distribution algorithms with probabilistic principal component analysis. 521-526 2001 CEC https://doi.org/10.1109/CEC.2001.934436 conf/cec/2001 db/conf/cec/cec2001.html#ChoZ01 Ho-Sik Seok Byoung-Tak Zhang Evolutionary calibration of sensors using genetic programming on evolvable hardware. 630-634 2001 CEC https://doi.org/10.1109/CEC.2001.934450 conf/cec/2001 db/conf/cec/cec2001.html#SeokZ01 Sun Kim Byoung-Tak Zhang Evolutionary learning of Web-document structure for information retrieval. 1253-1260 2001 CEC https://doi.org/10.1109/CEC.2001.934334 conf/cec/2001 db/conf/cec/cec2001.html#KimZ01

Byoung-Tak Zhang Dong-Yeon Cho Evolving complex group behaviors using genetic programming with fitness switching. 103-108 2000 4 Artif. Life Robotics 2 https://doi.org/10.1007/bf02480864 db/journals/alr/alr4.html#ZhangC00

Byoung-Tak Zhang Bayesian Methods for Efficient Genetic Programming. 217-242 2000 1 Genet. Program. Evolvable Mach. 3 db/journals/gpem/gpem1.html#Zhang00 https://doi.org/10.1023/A:1010010230007

Seong-Bae Park Byoung-Tak Zhang Yung Taek Kim Word Sense Disambiguation by Learning from Unlabeled Data. 2000 conf/acl/2000 ACL https://aclanthology.org/P00-1069/ https://doi.org/10.3115/1075218.1075287 db/conf/acl/acl2000.html#ParkZK00 547-554 Young-Woo Seo Byoung-Tak Zhang Learning user's preferences by analyzing Web-browsing behaviors. 381-387 2000 conf/agents/2000 Agents https://doi.org/10.1145/336595.337546 db/conf/agents/agents2000.html#SeoZ00 Byoung-Tak Zhang Gerhard Paass Heinz Mühlenbein Convergence properties of incremental Bayesian evolutionary algorithms with single Markov chains. 938-945 2000 CEC https://doi.org/10.1109/CEC.2000.870744 conf/cec/2000 db/conf/cec/cec2000.html#ZhangPM00 Dong-Yeon Cho Byoung-Tak Zhang Bayesian evolutionary algorithms for evolving neural tree models of time series data. 1451-1458 2000 CEC https://doi.org/10.1109/CEC.2000.870825 conf/cec/2000 db/conf/cec/cec2000.html#ChoZ00 Ho-Sik Seok Kwang-Ju Lee Byoung-Tak Zhang Dong-Wook Lee Kwee-Bo Sim Genetic Programming of Process Decomposition Strategies for Evolvable Hardware. 25-36 2000 conf/eh/2000 Evolvable Hardware https://doi.org/10.1109/EH.2000.869339 https://doi.ieeecomputersociety.org/10.1109/EH.2000.869339 db/conf/eh/eh2000.html#SeokLZLS00 Sung Dong Kim Byoung-Tak Zhang Yung Tack Kim Reducing Parsing Complexity by Intra-Sentence Segmentation based on Maximum Entropy Model. 2000 EMNLP https://aclanthology.org/W00-1321/ https://doi.org/10.3115/1117794.1117815 conf/emnlp/2000 db/conf/emnlp/emnlp2000.html#KimZK00 164-171 Young-Woo Seo Byoung-Tak Zhang A reinforcement learning agent for personalized information filtering. 248-251 2000 conf/iui/2000 IUI https://doi.org/10.1145/325737.325859 db/conf/iui/iui2000.html#SeoZ00 Byoung-Tak Zhang Je-Gun Joung Building Optimal Committees of Genetic Programs. 231-240 2000 conf/ppsn/2000 PPSN db/conf/ppsn/ppsn2000.html#ZhangJ00 https://doi.org/10.1007/3-540-45356-3_23 Byoung-Tak Zhang Soo-Yong Shin Bayesian Evolutionary Optimization Using Helmholtz Machines. 827-836 2000 conf/ppsn/2000 PPSN db/conf/ppsn/ppsn2000.html#ZhangS00 https://doi.org/10.1007/3-540-45356-3_81 Sun Kim Byoung-Tak Zhang Web-Document Retrieval by Genetic Learning of Importance Factors for HTML Tags. 13-23 2000 conf/pricai/2000twm PRICAI Workshop on Text and Web Mining http://textmining.krdl.org.sg/PRICAI2000/web-retrieval.pdf db/conf/pricai/twm2000.html#KimZ00 Yu-Hwan Kim Shang-Yoon Hahn Byoung-Tak Zhang Text filtering by boosting naive bayes classifiers. 168-175 2000 conf/sigir/2000 SIGIR https://doi.org/10.1145/345508.345572 db/conf/sigir/sigir2000.html#KimHZ00 Dong-Wook Lee Chang-Bong Ban Kwee-Bo Sim Ho-Sik Seok Kwang-Ju Lee Byoung-Tak Zhang Behavior evolution of autonomous mobile robot using genetic programming based on evolvable hardware. 3835-3840 2000 SMC https://doi.org/10.1109/ICSMC.2000.886608 conf/smc/2000 db/conf/smc/smc2000.html#LeeBSSLZ00 Jung-Jib Kim Byoung-Tak Zhang Effects of selection schemes in genetic programming for time series prediction. 252-258 1999 CEC https://doi.org/10.1109/CEC.1999.781933 conf/cec/1999 db/conf/cec/cec1999.html#KimZ99 Byoung-Tak Zhang Je-Gun Joung Time series prediction using committee machines of evolutionary neural trees. 281-286 1999 CEC https://doi.org/10.1109/CEC.1999.781937 conf/cec/1999 db/conf/cec/cec1999.html#ZhangJ99 Byoung-Tak Zhang A Bayesian framework for evolutionary computation. 722-728 1999 CEC https://doi.org/10.1109/CEC.1999.782004 conf/cec/1999 db/conf/cec/cec1999.html#Zhang99 Soo-Yong Shin Byoung-Tak Zhang Sung-Soo Jun Solving traveling salesman problems using molecular programming. 994-1000 1999 CEC https://doi.org/10.1109/CEC.1999.782531 conf/cec/1999 db/conf/cec/cec1999.html#ShinZJ99 Shu-Heng Chen Hung-Shuo Wang Byoung-Tak Zhang Forecasting High-Frequency Financial Time Series with Evolutionary Neural Trees: The Case of Heng-Sheng Stock Index. 437-443 1999 conf/icai/1999-2 IC-AI db/conf/icai/icai1999-2.html#ChenWZ99 Jeong-woo Sohn Byoung-Tak Zhang Bong-Kiun Kaang Temporal pattern recognition using a spiking neural network with delays. 2590-2593 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.833483 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#SohnZK99 Suk-Joon Kim Byoung-Tak Zhang Combining locally trained neural networks by introducing a reject class. 4043-4047 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.830807 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#KimZ99 Jongwoo Lee Byoung-Tak Zhang Yung Taek Kim Compound noun decomposition using a Markov model. 427-431 1999 MTSummit https://aclanthology.org/1999.mtsummit-1.63 conf/mtsummit/1999 db/conf/mtsummit/mtsummit1999.html#LeeZK99 Dong-Ho Shin Yu-Hwan Kim Sun Kim Jae-Hong Eom Hyung-Joo Shin Byoung-Tak Zhang SCAI TREC-8 Experiments. 1999 conf/trec/1999 TREC http://trec.nist.gov/pubs/trec8/papers/ScaiTrec8.ps db/conf/trec/trec1999.html#ShinKKESZ99 Suk-Joon Kim Byoung-Tak Zhang Active Data Partitioning for Building Mixture Models. 854-857 1998 conf/iconip/1998 ICONIP db/conf/iconip/iconip1998.html#KimZ98 Byoung-Tak Zhang Dong-Yeon Cho Genetic Programming with Active Data Selection. 146-153 1998 conf/seal/1998 SEAL https://doi.org/10.1007/3-540-48873-1_20 db/conf/seal/seal1998.html#ZhangC98 Dong-Ho Shin Byoung-Tak Zhang A Two-Stage Retrieval Model for the TREC-7 Ad Hoc Task. 439-445 1998 conf/trec/1998 TREC db/conf/trec/trec98.html#ShinZ98

Byoung-Tak Zhang Peter Ohm Heinz Mühlenbein Evolutionary Induction of Sparse Neural Trees. 213-236 1997 5 Evol. Comput. 2 db/journals/ec/ec5.html#ZhangOM97 https://doi.org/10.1162/evco.1997.5.2.213 https://www.wikidata.org/entity/Q52193523

Byoung-Tak Zhang Sung-Hoon Kim An evolutionary method for active learning of mobile robot path planning. 312-317 1997 CIRA https://doi.org/10.1109/CIRA.1997.613874 https://doi.ieeecomputersociety.org/10.1109/CIRA.1997.613874 conf/cira/1997 db/conf/cira/cira1997.html#ZhangK97 Ju-Hyun Lee Yanghee Choi Byoung-Tak Zhang Chongsang Kim Using a genetic algorithm for communication link partitioning. 581-584 1997 ICEC https://doi.org/10.1109/ICEC.1997.592377 conf/icec/1997 db/conf/icec/icec1997.html#LeeCZK97

Byoung-Tak Zhang Heinz Mühlenbein Balancing Accuracy and Parsimony in Genetic Programming. 17-38 1995 3 Evol. Comput. 1 db/journals/ec/ec3.html#ZhangM95 https://doi.org/10.1162/evco.1995.3.1.17

Byoung-Tak Zhang Accelerated Learning by Active Example Selection. 67-75 1994 5 Int. J. Neural Syst. 1 https://doi.org/10.1142/S0129065794000086 https://www.wikidata.org/entity/Q52218195 db/journals/ijns/ijns5.html#Zhang94

Byoung-Tak Zhang Heinz Mühlenbein Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming. 318-323 1994 conf/icec/1994 International Conference on Evolutionary Computation db/conf/icec/icec1994-1.html#ZhangM94 https://doi.org/10.1109/ICEC.1994.349933 Byoung-Tak Zhang Effects of Occam's Razor in Evolving Sigma-Pi Neural Nets. 462-471 1994 conf/ppsn/1994 PPSN db/conf/ppsn/ppsn1994.html#Zhang94 https://doi.org/10.1007/3-540-58484-6_289

Byoung-Tak Zhang Heinz Mühlenbein Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor. 1993 7 Complex Syst. 3 http://www.complex-systems.com/abstracts/v07_i03_a02.html db/journals/compsys/compsys7.html#ZhangM93

Byoung-Tak Zhang Heinz Mühlenbein Genetic Programming of Minimal Neural Nets Using Occam's Razor. 342-351 1993 conf/icga/1993 ICGA db/conf/icga/icga1993.html#ZhangM93 Byoung-Tak Zhang Lernen durch Genetisch-Neuronale Evolution: Aktive Anpassung an unbekannte Umgebungen mit selbstentwickelten parallelen Netzwerken. Infix Verlag, St. Augustin, Germany University of Bonn, Germany 1992 1-269 DISKI 16 3-929037-16-5 https://d-nb.info/921262590 https://d-nb.info/921506694 https://d-nb.info/955255406 Byoung-Tak Zhang Yung Taek Kim Morphological Analysis and Synthesis by Automated Discovery and Acquisition of Linguistic Rules. 431-436 1990 conf/coling/1990 COLING https://aclanthology.org/C90-2074/ db/conf/coling/coling1990.html#ZhangK90 Y. S. Ahn Jisu An Sirk June Augh Byung-Chull Bae Christina Baek Hojun Baek Namheon Baek Chang-Bong Ban Dhruv Batra Andrei Bautu Elena Bautu Björn Bebensee Derrel Blain Jakramate Bootkrajang Young-Gyu Chai Du-Seong Chang Jeong Ho Chang Jorge Chang Shu-Heng Chen Xinlei Chen Sung Wook Chi Dong-Yeon Cho Kwang-Hyun Cho Sunghyun Cho Sungjae Cho Young-Min Cho Wonhee Choe Jinyoung Choi Junghyeon Choi Seongho Choi 0001Seong-Ho Choi 0001 Suhyung Choi Sungjun Choi Won-Seok Choi 0006 Woosuk ChoiWoo Suk Choi Yanghee Choi Hyo-Sun Chun Seung-Woo Chung Won-Hyong Chung Ceyda Cinarel Eduardo Ayerve Cruz Russell J. Deaton Arnaud Doucet Patrick Mokodir Emaase Jae-Hong Eom Umer Fareed Max H. Garzon Hyunsung Go Steven A. Greenberg Inyong Ha Jung-Woo Ha 0001JungWoo Ha 0001 Sung-Mo Ha Sungwan Ha Shang-Yoon Hahn Jihun Hamm Cheolho Han Dong-Sig Han Jeakweon Han Joonmo Han Qin He Min-Oh Heo Yu-Jung Heo Chris Hickey Dennis W. Hong Bosun Hwang Injune Hwang Inwoo Hwang Kyu-Baek HwangKyu Baek Hwang Sohyun Hwang Ha-Young Jang Hae-Man Jang Joon Hwan Jang Sooyong Jang Youwon Jang Sujin Jeon Seongjun Jeong Hwiyeol Jo Hyun-Jun Jo Je-Gun Joung Jaehyun Jun Sung-Soo Jun Jin-Woo Jung Kyomin Jung Minjoon Jung Seungjae Jung Wi Hoon Jung Bong-Kiun Kaang Atsushi Kameda Do-Hyung Kang Gi-Cheon Kang Jesoon Kang Myunggu Kang Taewoong Kang Woo-Young Kang Satoshi Kashiwamura Byoung-Hee Kim Byung-Ju Kim Byungju Kim Cheongtag KimCheong-Tag Kim Chongsang Kim Donghyun Kim Dongmin Kim Dooyoung Kim Eun-Sol Kim Eungseo Kim Heebal Kim Hyunseo Kim 0001 Hyunwoo KimHyun-Woo Kim Jae Joon KimJaejoon Kim Jaein Kim Jaein Kim 0004 Jaeseok Kim Jeonghee Kim Jeonghoon Kim Jeongmi Kim Jin-Hwa Kim Jin-Woo Kim 0001 Jinah Kim Jinhan Kim Jinho Kim Jiseob Kim Jiwon Kim Jongchan KimJong Chan Kim Jongseok Kim 0002 Joo-Kyung Kim Joochan Kim Joon Shik Kim Joonyoung Kim 0004 Jung-Jib Kim Junghyun Kim 0009 Juno Kim Kee-Young Kim Kibeom Kim Kyung-Min Kim Minji Kim 0005 Minjun Kim Minkyoung Kim Richard D. Kim Seong-Hwan Kim 0006 Soo-Jin Kim Su Dong Kim Suk-Joon Kim Sun Kim Sung Dong Kim Sung Hoon KimSung-Hoon Kim Sung-Chun Kim Sung-Kyu Kim Sungdong Kim TaeHyeong KimTaehyeong Kim Taekyung Kim 0002 Taeyang Kim Theo Taeyeong Kim Wontae Kim Yoonsung Kim Yu-Hwan Kim Yung Tack Kim Yung Taek Kim Yuseop Kim Soo Min Kimm Nikita Kitaev Isaac S. Kohane Sek Won Kong Heeyeon Koo Donghyun KwakDong-Hyun Kwak Hanock Kwak Minji Kwak Yunhyeok Kwak James T. Kwok Jun Soo Kwon Junseok Kwon Kiyoung Kwon Sunghyun Kwon Sunyoung Kwon Bado Lee Beom-Jin Lee Chung-Yeon LeeChung-yeon Lee Chungwoo Lee Daniel D. Lee Dong Wook LeeDong-Wook Lee Donggeon Lee Dongyoon LeeDong-Yoon Lee Eunseok LeeEun-Seok Lee Ganghun Lee Hwaran Lee Hyun-Dong Lee Hyundo Lee In-Hee Lee 0001 Jae Won Lee Jaeyoung Lee Jangha Lee Ji Youn Lee Ji-Woo Lee Jihoon LeeJi-Hoon Lee Jongwoo Lee Ju-Hyun Lee Jun Ki Lee Jun-Ki Lee June-Sup Lee Junghoon Lee Junoh Lee Junseok Lee Kwang-Ju Lee Min Whoo Lee Minsu Lee 0001Min Su Lee 0001 Moonheon Lee Moonhoen Lee Sang-Kyun Lee Sang-Woo Lee 0001 Sanghack Lee Sangjun Lee Seong-Deok Lee Seung-Hwan LeeSeung Hwan Lee Seungchan Lee Si-Eun Lee Soyoung Lee Sungtae Lee Wha-Jin Lee Youngki Lee 0001 Yousuk Lee Yunsu Lee Hee-Woong Lim Jaeseo Lim Joseph J. Lim Seunghyeon Lim Woosang Lim Henri Luchian Stephen G. McGill Prasenjit Mitra 0001 Hyungpil Moon Heinz Mühlenbein Jay I. Myung Changjoo Nam Jin-Wu Nam Chang-Jun Nan Nagmat Nazarov Junhyug Noh Yung-Kyun Noh Jangmin O Hyunseok Oh Sangyoon Oh 0001 Seong Joon Oh Sok June Oh Peter Ohm Azuma Ohuchi Kyoung Woon On Kyoung-Woon On Mehmet A. Orgun Gerhard Paass Jinu Pahk Devi Parikh Chan-Hoon Park Cheolsoo Park Frank C. Park 0001Frank Chongwoo Park Ji-Yoon Park Jinhee Park 0001 Joonhan Park Jooyong Park Jung Ae Park Junseok Park Kwanyoung Park Kyung-Wha ParkKyoung-Wha Park Peter J. Park Seong-Bae Park Sung-Bae Park Tae-Suh Park Taegeon Park Tai Hyun Park Yesol Park Thies Pfeiffer Mark A. Pitt Dharani Punithan Je-Keun Rhee Marcus Rohrbach Michael Rouleau Je-Hwan Ryu Jeh-Kwang Ryu Jiwoo Ryu Ahjeong Seo Young-Woo Seo Ho-Sik Seok Rho Hyun Seong Kyu-Hwan ShimKyuhwan Shim Dongho ShinDong-Ho Shin Hyung-Joo Shin Ki-Roo Shin Kisung Shin Minjung Shin Soo Wung Shin Soo-Yong Shin Suyeon Shin Kwee-Bo Sim Jeong-woo Sohn Seonil Son Dongwoon Song Hyeonseop Song Hyunjong Song Jae-Bok Song Yeon-Ji Song Ram Sriram Kazutoshi Sumiya Damien Teney Yuandong Tian Lorenzo Torresani Larry Vadakedathu Ipke Wachsmuth Hiroshi Wakuya Hung-Shuo Wang Junbin Xiao Masahito Yamamoto Hyeonseo Yang Jinsan Yang Kyung-Ae Yang Seoyun Yang Seung-Hee YangSeung Hee Yang Angela Yao Jae-Bong Yi Seung-Joon Yi Mark Yim Hee Bin Yoo Jun Hee Yoo Suk-In Yoo Youngjae Yoo Hye Jung Yoon Ji-Eun Yun