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Tianyi Yan
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2020 – today
- 2026
- [j29]Lan Yang, Wenjie Yan, Yin Huang, Yuting Yuan, Zhuo Chen, Xingyu Zhang, Ying Li, Dandan Li, Jie Xiang, Tianyi Yan, Bin Wang:
Multi-pattern learning and multi-mapping graph convolutional networks for Alzheimer's disease diagnosis. Biomed. Signal Process. Control. 113: 108729 (2026) - [j28]Haowen Pang, Siyao Xu, Xinru Zhang, Fengping An, Xiaofeng Zhang, Ying Wang, Fujun Liu, Tianyi Yan, Patrick C. Marais
, Yinfeng Qian, Yaou Liu, Chuyang Ye:
DRCAM: Dose Reduction via Contrast Amplification Modeling for brain contrast-enhanced magnetic resonance images. Biomed. Signal Process. Control. 113: 109074 (2026) - [j27]Siyu Liu, Mengzhen Liu
Copilot: A framework for integrating LLM and BMI to enhance human-robot interaction. Robotics Comput. Integr. Manuf. 101: 103291 (2026) - [j26]Jinglong Wu
Temporal Characteristics of Microstate Changes Representing the Neuromodulation Effect of Acupuncture at PC6 With Twirling Manipulation. IEEE Trans. Comput. Soc. Syst. 13(1): 701-713 (2026) - [j25]Bin Wang
Trifocal Transformer: Connection-Mask-Residual Focused Attention Network for Brain Disease Diagnosis. IEEE J. Biomed. Health Informatics 30(1): 596-608 (2026) - [i24]Xingtai Gui, Meijie Zhang, Tianyi Yan, Wencheng Han, Jiahao Gong, Feiyang Tan, Cheng-Zhong Xu, Jianbing Shen:
Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation. CoRR abs/2603.14948 (2026) - [i23]Huan Zheng, Yucheng Zhou, Tianyi Yan, Dubing Chen, Hongbo Lu, Wenlong Liao, Tao He, Pai Peng, Jianbing Shen:
Clinical Cognition Alignment for Gastrointestinal Diagnosis with Multimodal LLMs. CoRR abs/2603.20698 (2026) - [i22]Yongkang Li, Lijun Zhou, Sixu Yan, Bencheng Liao, Tianyi Yan, Kaixin Xiong, Long Chen, Hongwei Xie, Bing Wang, Guang Chen, Hangjun Ye, Wenyu Liu, Haiyang Sun, Xinggang Wang:
UniDriveVLA: Unifying Understanding, Perception, and Action Planning for Autonomous Driving. CoRR abs/2604.02190 (2026) - 2025
- [j24]Jinglong Wu
EEG Functional Connection Analysis Based on the Weight Distribution of Convolutional Neural Network. IEEE Access 13: 122250-122269 (2025) - [j23]Siyu Liu, Mengzhen Liu, Zhiyuan Ming, Deyu Zhang, Jiawei Luo, Ziyu Liu, Qiming Chen, Mengxin Liu, Lingfei Ma, Jian Zhang, Tianyi Yan:
"Pilot" to "Embodier": Brain-Controlled Robotic Arm With the E-VEP Paradigm in 3-D Manufacturing Scenarios for IoT. IEEE Internet Things J. 12(11): 17210-17222 (2025) - [j22]Yutong Wang, Di Luo, Lihua Ma, Luyao Wang, Jinglong Wu, Jian Zhang, Tianyi Yan:
Development of a multichannel hand-adaptive tactile stimulation device for somatotopic map of human hand in somatosensory cortex with fMRI. NeuroImage 310: 121126 (2025) - [j21]Mingxuan Huang, Tiantian Liu, Jiayin Zhang, Xiaoming Su, Hanlin Chen, Miao Li, Jinghan Guo, Kaiyang Zu, Xiaofeng Chen, Yanguo Su, Hengri Cong, Long Yan, Tianyi Yan, Yiming Deng:
Anatomically-guided Masked Autoencoder with Domain-Adaptive Prompting (AMAP) for multimodal cerebral aneurysm detection and segmentation. npj Digit. Medicine 9(1) (2025) - [j20]Tianyi Yan
Design of a Novel Force-Controlled End-Effector With Passive Structural Compliance and Intrinsic Contact Sensing. IEEE Trans Autom. Sci. Eng. 22: 23202-23213 (2025) - [j19]Mengmeng Wu, Tiantian Liu
HMDA: A Hybrid Model With Multi-Scale Deformable Attention for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 29(2): 1243-1255 (2025) - [j18]Siyu Liu, Mengzhen Liu, Deyu Zhang, Zhiyuan Ming, Ziyu Liu, Qiming Chen, Lingfei Ma, Jiawei Luo, Jian Zhang, Dingjie Suo, Guangying Pei, Tianyi Yan:
Brain-Controlled Hand Exoskeleton Based on Augmented Reality-Fused Stimulus Paradigm. IEEE J. Biomed. Health Informatics 29(4): 2932-2944 (2025) - [j17]Tianyi Yan, Siyu Liu, Mengzhen Liu, Deyu Zhang, Zhiyuan Ming, Lingfei Ma, Jiawei Luo, Ziyu Liu, Qiming Chen, Tiantian Liu, Yifan Song, Dingjie Suo, Jian Zhang:
A Novel Nonlinear Smooth Controller for a Brain-Controlled Driving System in Complex Driving Scenarios. IEEE Trans. Intell. Transp. Syst. 26(7): 9432-9444 (2025) - [c24]Tianyi Yan, Junbo Yin, Xianpeng Lang, Ruigang Yang, Cheng-Zhong Xu, Jianbing Shen:
OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving. AAAI 2025: 9121-9129 - [c23]Tianyi Yan, Dongming Wu, Wencheng Han, Junpeng Jiang, Xia Zhou, Kun Zhan, Cheng-Zhong Xu, Jianbing Shen:
DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation. CVPR 2025: 27531-27541 - [c22]Lisong Yin, Chuyang Ye, Tiantian Liu, Jinglong Wu, Tianyi Yan:
UniCross: Balanced Multimodal Learning for Alzheimer's Disease Diagnosis by Uni-modal Separation and Metadata-Guided Cross-Modal Interaction. MICCAI (15) 2025: 638-648 - [c21]Tao Tang
OmniGen: Unified Multimodal Sensor Generation for Autonomous Driving. ACM Multimedia 2025: 9365-9374 - [i21]Huan Zheng, Wencheng Han, Tianyi Yan, Cheng-Zhong Xu, Jianbing Shen:
Geometry-aware Temporal Aggregation Network for Monocular 3D Lane Detection. CoRR abs/2504.20525 (2025) - [i20]Tao Tang, Likui Zhang, Youpeng Wen, Kaidong Zhang, Jia-Wang Bian, Xia Zhou, Tianyi Yan, Kun Zhan, Peng Jia, Hefeng Wu, Liang Lin, Xiaodan Liang:
RoboPearls: Editable Video Simulation for Robot Manipulation. CoRR abs/2506.22756 (2025) - [i19]Lingdong Kong, Wesley Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu, Dongyue Lu, Wei Yin, Xiaotao Hu, Mingkai Jia, Junyuan Deng, Kaiwen Zhang, Yang Wu, Tianyi Yan, Shenyuan Gao, Song Wang, Linfeng Li, Liang Pan, Yong Liu, Jianke Zhu, Wei Tsang Ooi, Steven C. H. Hoi, Ziwei Liu:
3D and 4D World Modeling: A Survey. CoRR abs/2509.07996 (2025) - [i18]Tianyi Yan, Wencheng Han, Xia Zhou, Xueyang Zhang, Kun Zhan, Cheng-zhong Xu, Jianbing Shen:
RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation. CoRR abs/2509.16500 (2025) - [i17]Tianyi Yan, Tao Tang, Xingtai Gui, Yongkang Li, Jiasen Zhesng, Weiyao Huang, Lingdong Kong, Wencheng Han, Xia Zhou, Xueyang Zhang, Yifei Zhan, Kun Zhan, Chengzhong Xu, Jianbing Shen:
AD-R1: Closed-Loop Reinforcement Learning for End-to-End Autonomous Driving with Impartial World Models. CoRR abs/2511.20325 (2025) - [i16]Ao Liang, Lingdong Kong, Tianyi Yan, Hongsi Liu, Wesley Yang, Ziqi Huang, Wei Yin, Jialong Zuo, Yixuan Hu, Dekai Zhu, Dongyue Lu, Youquan Liu, Guangfeng Jiang, Linfeng Li, Xiangtai Li, Long Zhuo, Lai Xing Ng, Benoit R. Cottereau, Changxin Gao, Liang Pan, Wei Tsang Ooi, Ziwei Liu:
WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World. CoRR abs/2512.10958 (2025) - [i15]Huan Zheng, Yucheng Zhou, Tianyi Yan, Jiayi Su, Hongjun Chen, Dubing Chen, Wencheng Han, Runzhou Tao, Zhongying Qiu, Jianfei Yang, Jianbing Shen:
From Human Intention to Action Prediction: A Comprehensive Benchmark for Intention-driven End-to-End Autonomous Driving. CoRR abs/2512.12302 (2025) - [i14]Tao Tang, Enhui Ma, Xia Zhou, Letian Wang, Tianyi Yan, Xueyang Zhang, Kun Zhan, Peng Jia, Xianpeng Lang, Jia-Wang Bian, Kaicheng Yu, Xiaodan Liang:
OmniGen: Unified Multimodal Sensor Generation for Autonomous Driving. CoRR abs/2512.14225 (2025) - 2024
- [j16]Siyu Liu, Zhiyuan Ming, Mengzhen Liu, Deyu Zhang, Ziyu Liu, Qiming Chen, Lingfei Ma, Jiawei Luo, Dingjie Suo, Jian Zhang, Tianyi Yan:
Remote-Oriented Brain-Controlled Unmanned Aerial Vehicle for IoT. IEEE Internet Things J. 11(17): 29202-29214 (2024) - [j15]Jiayu Lu, Tianyi Yan, Lan Yang, Xi Zhang, Jiaxin Li, Dandan Li, Jie Xiang, Bin Wang
Brain fingerprinting and cognitive behavior predicting using functional connectome of high inter-subject variability. NeuroImage 295: 120651 (2024) - [j14]Gongshu Wang
Connectional-style-guided contextual representation learning for brain disease diagnosis. Neural Networks 175: 106296 (2024) - [j13]Gongshu Wang
Using a deep generation network reveals neuroanatomical specificity in hemispheres. Patterns 5(4): 100930 (2024) - [j12]Yukuan Yang
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3966-3981 (2024) - [j11]Ning Jiang, Gongshu Wang
Multi-Task Collaborative Pre-Training and Adaptive Token Selection: A Unified Framework for Brain Representation Learning. IEEE J. Biomed. Health Informatics 28(9): 5528-5539 (2024) - [c20]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. ACL (Findings) 2024: 10288-10302 - [c19]Ziyu Liu, Siyu Liu, Zhiyuan Ming, Qiming Chen, Yifan Song, Jian Zhang, Tianyi Yan:
An Edge-Modalized Visual Stimulation Paradigm for SSVEP-Based Brain-Computer Interface. CISP-BMEI 2024: 1-6 - [c18]Mingjun Wang, Yunxiao Ma, Jinglong Wu, Shintaro Funahashi, Tiantian Liu, Tianyi Yan:
Dynamic Changes in Brain Networks of Alzheimer's Disease Based on Co-Activation Patterns. CISP-BMEI 2024: 1-6 - [c17]Yu Chen, Yingwei Fan, Xiaoying Tang, Jian Zhang, Tianyi Yan, Jinglong Wu
Identification and Evaluation of Multimodal Connectomics in Early Alzheimer's Dementia. BI (1) 2024: 81-93 - [c16]Marcos V. Conde
Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results. ECCV Workshops (10) 2024: 287-303 - [c15]Qin Liu
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. EMNLP (Findings) 2024: 9861-9877 - [c14]Lujun Gui, Chuyang Ye, Tianyi Yan:
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis. MICCAI (7) 2024: 161-170 - [c13]Jiarui Liang, Rui Wang, Songhui Rao, Feng Xu, Jie Xiang, Bin Wang, Tianyi Yan:
Dual-View Dual-Boundary Dual U-Nets for Multiscale Segmentation of Oral CBCT Images. PRCV (15) 2024: 48-62 - [i13]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. CoRR abs/2402.11138 (2024) - [i12]Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen:
Monotonic Paraphrasing Improves Generalization of Language Model Prompting. CoRR abs/2403.16038 (2024) - [i11]Lujun Gui, Chuyang Ye, Tianyi Yan:
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis. CoRR abs/2406.16074 (2024) - [i10]Tianyi Yan, Dongming Wu, Wencheng Han, Junpeng Jiang, Xia Zhou
DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation. CoRR abs/2411.11252 (2024) - [i9]Tianyi Yan, Junbo Yin, Xianpeng Lang, Ruigang Yang, Cheng-Zhong Xu, Jianbing Shen:
OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving. CoRR abs/2412.17226 (2024) - 2023
- [j10]Dingheng Wang
Kronecker CP Decomposition With Fast Multiplication for Compressing RNNs. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2205-2219 (2023) - [c12]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) 2023: 504-519 - [i8]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR abs/2305.17627 (2023) - [i7]Gongshu Wang, Ning Jiang, Yunxiao Ma, Tiantian Liu, Duanduan Chen, Jinglong Wu, Guoqi Li, Dong Liang, Tianyi Yan:
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis. CoRR abs/2306.05297 (2023) - [i6]Ning Jiang, Gongshu Wang, Tianyi Yan:
Multi-task Collaborative Pre-training and Individual-adaptive-tokens Fine-tuning: A Unified Framework for Brain Representation Learning. CoRR abs/2306.11378 (2023) - 2022
- [j9]Yukuan Yang
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization. Neurocomputing 511: 175-186 (2022) - [j8]Luyao Wang, Jian Zhang, Tiantian Liu
Prediction of Cognitive Task Activations via Resting-State Functional Connectivity Networks: An EEG Study. IEEE Trans. Cogn. Dev. Syst. 14(1): 181-188 (2022) - [j7]Deyu Zhang
Brain-Controlled 2D Navigation Robot Based on a Spatial Gradient Controller and Predictive Environmental Coordinator. IEEE J. Biomed. Health Informatics 26(12): 6138-6149 (2022) - [j6]Miaomiao Liu, Tiantian Liu, Yonghao Wang, Yuan Feng, Yunyan Xie, Tianyi Yan
BrainSort: a Machine Learning Toolkit for Brain Connectome Data Analysis and Visualization. J. Signal Process. Syst. 94(5): 485-495 (2022) - [c11]Kuan Zhu
PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification. ECCV (14) 2022: 198-214 - [i5]Kuan Zhu, Haiyun Guo, Tianyi Yan, Yousong Zhu, Jinqiao Wang, Ming Tang:
Part-Aware Self-Supervised Pre-Training for Person Re-Identification. CoRR abs/2203.03931 (2022) - [i4]Tianyi Yan, Kuan Zhu, Haiyun Guo, Guibo Zhu, Ming Tang, Jinqiao Wang:
Plug-and-Play Pseudo Label Correction Network for Unsupervised Person Re-identification. CoRR abs/2206.06607 (2022) - 2021
- [j5]Hengnu Chen, Lei Deng
Tensor train decomposition for solving large-scale linear equations. Neurocomputing 464: 203-217 (2021) - [j4]Duanduan Chen, Xuyang Zhang, Yuqian Mei, Fangzhou Liao, Huanming Xu, Zhenfeng Li, Qianjiang Xiao, Wei Guo, Hongkun Zhang, Tianyi Yan, Jiang Xiong, Yiannis Ventikos
Multi-stage learning for segmentation of aortic dissections using a prior aortic anatomy simplification. Medical Image Anal. 69: 101931 (2021) - [c10]Siyu Liu
Mind Controlled Vehicle Based on Lidar SLAM Navigation and SSVEP Technology. BCI 2021: 1-4 - [c9]Weiqian Sun, Heng Wang, Jianxu Zhang, Tianyi Yan, Guangying Pei:
Multi-layer skull modeling and importance for tDCS simulation. BIC 2021: 250-256 - [i3]Yukuan Yang, Xiaowei Chi, Lei Deng, Tianyi Yan, Feng Gao, Guoqi Li:
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization. CoRR abs/2105.13890 (2021) - 2020
- [j3]Guangying Pei
BrainKilter: A Real-Time EEG Analysis Platform for Neurofeedback Design and Training. IEEE Access 8: 57661-57673 (2020) - [j2]Yukuan Yang
Training high-performance and large-scale deep neural networks with full 8-bit integers. Neural Networks 125: 70-82 (2020) - [c8]Jing Ai, Tiantian Liu, Kexin Wang, Tianyi Yan, Jian Zhang, Tianlin Huang:
Alterations of Brain Functional Networks in Older Adults: A Resting-state fMRI Study Using Graph Theory. CISP-BMEI 2020: 372-377 - [c7]Tianyi Yan, Haiyun Guo, Songyan Liu, Chaoyang Zhao, Ming Tang, Jinqiao Wang:
Unsupervised Domain Adaptive Re-Identification with Feature Adversarial Learning and Self-similarity Clustering. ICPR Workshops (4) 2020: 20-35 - [c6]Guoxin Guo, Shujie Wang, Shuaibin Wang, Zhiyu Zhou, Guangying Pei, Tianyi Yan:
Diagnosing Parkinson's Disease Using Multimodal Physiological Signals. HBAI@IJCAI 2020: 125-136 - [i2]Dingheng Wang, Bijiao Wu, Guangshe Zhao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li:
Kronecker CP Decomposition with Fast Multiplication for Compressing RNNs. CoRR abs/2008.09342 (2020)
2010 – 2019
- 2019
- [c5]Yan Yan, Jing Ai, Tiantian Liu, Tianyi Yan:
Identification of Early-stage Parkinson's Disease Utilizing Graph Theory and Machine Learning. CISP-BMEI 2019: 1-6 - [i1]Yukuan Yang, Shuang Wu, Lei Deng, Tianyi Yan, Yuan Xie, Guoqi Li:
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers. CoRR abs/1909.02384 (2019) - 2018
- [j1]Guangying Pei, Jinglong Wu, Duanduan Chen, Guoxin Guo, Shuozhen Liu, Mingxuan Hong, Tianyi Yan:
Effects of an Integrated Neurofeedback System with Dry Electrodes: EEG Acquisition and Cognition Assessment. Sensors 18(10): 3396 (2018) - [c4]Tiantian Liu, Yonghao Wang, Tianyi Yan, Yunlei Liu, Rong Xu, Jiancheng Li, Yunyan Xie:
Preclinical Stages of Alzheimer's Disease Classification by a Rs-fMRI Study. CISP-BMEI 2018: 1-6 - 2017
- [c3]Yiheng Huang, Luyao Wang, Chunlin Li, Ritsu Go, Peng Peng, Tao Jiang, Qiang Huang, Jinglong Wu, Tianyi Yan:
Development of a novel fMRI compatible stimulator system for tactile study. CISP-BMEI 2017: 1-6 - 2013
- [c2]Bin Wang
Development of a Wide-View Visual Presentation System for Functional MRI Studies of Peripheral Visual. Brain and Health Informatics 2013: 277-286
2000 – 2009
- 2009
- [c1]Tianyi Yan, Fengzhe Jin, Jinglong Wu:
Correlated Size Variations Measured in Human Visual Cortex V1/V2/V3 with Functional MRI. Brain Informatics 2009: 36-44
Coauthor Index
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