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Jinjun Xiong
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- affiliation: University at Buffalo, Buffalo, NY, USA
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2020 – today
- 2024
- [j40]Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong:
Ethics, Governance, and User Mental Models for Large Language Models in Computing Education. XRDS 31(1): 46-51 (2024) - [j39]Yue Tang
, Yukai Song
CHEF: A Framework for Deploying Heterogeneous Models on Clusters With Heterogeneous FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3937-3948 (2024) - [j38]Yue Wang, Jinjun Xiong, Shaofeng Zou:
Achieving the Asymptotically Minimax Optimal Sample Complexity of Offline Reinforcement Learning: A DRO-Based Approach. Trans. Mach. Learn. Res. 2024 (2024) - [c164]Yuan Ma, Scott Smith, Bill Gropp, Hubertus Franke, Bharat Sukhwani, Sameh W. Asaad, Jinjun Xiong, Volodymyr V. Kindratenko, Deming Chen:
UniNet: Accelerating the Container Network Data Plane in IaaS Clouds. CLOUD 2024: 115-127 - [c163]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. ASPDAC 2024: 19-25 - [c162]Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models : (Invited Paper). ASPDAC 2024: 429-434 - [c161]Aayushi Dangol
AI-Driven Support for People with Speech & Language Difficulties. CHI Extended Abstracts 2024: 573:1-573:4 - [c160]Qingxiao Zheng
Towards Responsible Use of Large Multi-modal AI to Analyze Human Social Behaviors. CSCW Companion 2024: 663-665 - [c159]Bhavya, Shradha Sehgal, Jinjun Xiong, ChengXiang Zhai:
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction. EACL (1) 2024: 1723-1737 - [i107]Dancheng Liu, Jinjun Xiong:
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference. CoRR abs/2401.10859 (2024) - [i106]Kyrie Zhixuan Zhou, Zachary Kilhoffer, Madelyn Rose Sanfilippo, Ted Underwood, Ece Gumusel, Mengyi Wei, Abhinav Choudhry, Jinjun Xiong:
"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education. CoRR abs/2401.12453 (2024) - [i105]Ruiyang Qin, Yuting Hu, Zheyu Yan, Jinjun Xiong, Ahmed Abbasi, Yiyu Shi:
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models. CoRR abs/2402.06696 (2024) - [i104]Jiajie Li, Jinjun Xiong:
xMLP: Revolutionizing Private Inference with Exclusive Square Activation. CoRR abs/2403.08024 (2024) - [i103]Changjae Lee, Jinjun Xiong:
From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children. CoRR abs/2405.00750 (2024) - [i102]Chenhui Xu, Xinyao Wang, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation. CoRR abs/2405.03192 (2024) - [i101]Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi:
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR abs/2405.04700 (2024) - [i100]Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen:
Infinite-Dimensional Feature Interaction. CoRR abs/2405.13972 (2024) - [i99]Ruiyang Qin, Dancheng Liu, Zheyu Yan, Zhaoxuan Tan, Zixuan Pan, Zhenge Jia, Meng Jiang, Ahmed Abbasi, Jinjun Xiong, Yiyu Shi:
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices. CoRR abs/2406.03777 (2024) - [i98]Amir Nassereldine, Dancheng Liu, Chenhui Xu, Jinjun Xiong:
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics. CoRR abs/2406.15668 (2024) - [i97]Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Jinjun Xiong:
Large Language Models have Intrinsic Self-Correction Ability. CoRR abs/2406.15673 (2024) - [i96]Dancheng Liu, Jinjun Xiong:
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data. CoRR abs/2406.17926 (2024) - [i95]Jiajie Li, Garrett Skinner, Gene Yang, Brian R. Quaranto, Steven D. Schwaitzberg, Peter C. W. Kim, Jinjun Xiong:
LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning. CoRR abs/2408.07981 (2024) - [i94]Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Heng Ji, Jinjun Xiong:
Automating Knowledge Discovery from Scientific Literature via LLMs: A Dual-Agent Approach with Progressive Ontology Prompting. CoRR abs/2409.00054 (2024) - [i93]Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes:
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity. CoRR abs/2409.09170 (2024) - [i92]Dancheng Liu, Jason Yang, Ishan Albrecht-Buehler, Helen Qin, Sophie Li, Yuting Hu, Amir Nassereldine, Jinjun Xiong:
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges. CoRR abs/2410.11865 (2024) - 2023
- [c158]Mohammad Almasri, Yen-Hsiang Chang, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-mei W. Hwu:
Parallelizing Maximal Clique Enumeration on GPUs. PACT 2023: 162-175 - [c157]Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
Can Language Models Be Specific? How? ACL (Findings) 2023: 716-727 - [c156]Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu:
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. ASPLOS (2) 2023: 325-339 - [c155]Yuhong Li, Jiajie Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen:
Extensible and Efficient Proxy for Neural Architecture Search. ICCV 2023: 6176-6187 - [c154]Samiran Kawtikwar
BEEP: Balanced Efficient subgraph Enumeration in Parallel. ICPP 2023: 142-152 - [c153]Yuting Hu, Jiajie Li, Florian Klemme, Gi-Joon Nam, Tengfei Ma, Hussam Amrouch, Jinjun Xiong:
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network. NeurIPS 2023 - [c152]Bhavya
CAM: A Large Language Model-based Creative Analogy Mining Framework. WWW 2023: 3903-3914 - [i91]Yue Wang, Yuting Hu, Jinjun Xiong, Shaofeng Zou:
Distributionally Robust Optimization Efficiently Solves Offline Reinforcement Learning. CoRR abs/2305.13289 (2023) - [i90]Jiajie Li, Jian Wang, Chen Wang, Jinjun Xiong:
Image Harmonization with Diffusion Model. CoRR abs/2306.10441 (2023) - [i89]Jeongmin Brian Park, Zaid Qureshi, Vikram S. Mailthody, Andrew Gacek, Shunfan Shao, Mohammad Almasri, Isaac Gelado, Jinjun Xiong, Chris J. Newburn, I-Hsin Chung, Michael Garland, Nikolay Sakharnykh, Wen-Mei W. Hwu:
CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs. CoRR abs/2307.03760 (2023) - [i88]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. CoRR abs/2311.17956 (2023) - 2022
- [j37]Tianchen Wang
VisualNet: An End-to-End Human Visual System Inspired Framework to Reduce Inference Latency of Deep Neural Networks. IEEE Trans. Computers 71(11): 2717-2727 (2022) - [j36]Xiaofan Zhang
Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1606-1619 (2022) - [c151]Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu:
Open Relation Modeling: Learning to Define Relations between Entities. ACL (Findings) 2022: 297-308 - [c150]Xinheng Liu, Yao Chen
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. ASP-DAC 2022: 140-146 - [c149]Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
Understanding Jargon: Combining Extraction and Generation for Definition Modeling. EMNLP 2022: 3994-4004 - [c148]Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships. EMNLP 2022: 6686-6698 - [c147]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis. ICLR 2022 - [c146]Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling. ICML 2022: 13014-13051 - [c145]Mohammad Almasri, Izzat El Hajj, Rakesh Nagi
Parallel K-clique counting on GPUs. ICS 2022: 21:1-21:14 - [c144]Vibhor Dodeja, Mohammad Almasri, Rakesh Nagi
PARSEC: PARallel Subgraph Enumeration in CUDA. IPDPS 2022: 168-178 - [c143]Lecheng Zheng
Contrastive Learning with Complex Heterogeneity. KDD 2022: 2594-2604 - [c142]Seungwon Min, Kun Wu
Graph Neural Network Training and Data Tiering. KDD 2022: 3555-3565 - [c141]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. MLSys 2022 - [c140]Yong Xie
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction. NAACL-HLT 2022: 587-599 - [e2]Tulika Mitra, Evangeline F. Y. Young, Jinjun Xiong:
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022, San Diego, California, USA, 30 October 2022 - 3 November 2022. ACM 2022, ISBN 978-1-4503-9217-4 [contents] - [d1]Zaid Qureshi
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. Zenodo, 2022 - [i87]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis. CoRR abs/2201.08514 (2022) - [i86]Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu:
BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage. CoRR abs/2203.04910 (2022) - [i85]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. CoRR abs/2204.01701 (2022) - [i84]Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction. CoRR abs/2205.01094 (2022) - [i83]Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong
DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities. CoRR abs/2205.10479 (2022) - [i82]Hongkang Li, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling. CoRR abs/2207.03584 (2022) - [i81]Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong
HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation. CoRR abs/2208.00763 (2022) - [i80]Bhavya, Jinjun Xiong
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT. CoRR abs/2210.04186 (2022) - [i79]Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong
Can Language Models Be Specific? How? CoRR abs/2210.05159 (2022) - [i78]Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong
Extensible Proxy for Efficient NAS. CoRR abs/2210.09459 (2022) - [i77]Omer Anjum, Alok Kamatar, Toby Liang, Jinjun Xiong, Wen-Mei Hwu:
Submission-Aware Reviewer Profiling for Reviewer Recommender System. CoRR abs/2211.04194 (2022) - [i76]Amir Nassereldine, Patrick Chen, Jinjun Xiong:
Excel Spreadsheet Analyzer. CoRR abs/2211.06333 (2022) - [i75]Kyrie Zhixuan Zhou, Jiao Sun, Jiaxin Pei, Nanyun Peng, Jinjun Xiong
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale. CoRR abs/2211.14358 (2022) - [i74]Mohammad Almasri, Yen-Hsiang Chang
Parallelizing Maximal Clique Enumeration on GPUs. CoRR abs/2212.01473 (2022) - 2021
- [j35]Luca Benini, Deming Chen
Guest Editors' Introduction: Machine Intelligence at the Edge. IEEE Des. Test 38(4): 5-6 (2021) - [j34]Cong Hao, Jordan Dotzel
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign. IEEE Des. Test 38(4): 7-26 (2021) - [j33]Seungwon Min, Kun Wu
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. Proc. VLDB Endow. 14(11): 2087-2100 (2021) - [j32]Shuai Zhang, Meng Wang
Improved Linear Convergence of Training CNNs With Generalizability Guarantees: A One-Hidden-Layer Case. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2622-2635 (2021) - [j31]Qin Li, Xiaofan Zhang
Efficient Methods for Mapping Neural Machine Translator on FPGAs. IEEE Trans. Parallel Distributed Syst. 32(7): 1866-1877 (2021) - [c139]Jie Huang
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach. ACL/IJCNLP (1) 2021: 3641-3651 - [c138]Ashutosh Dhar, Paul Reckamp, Jinjun Xiong
Graviton: A Reconfigurable Memory-Compute Fabric for Data Intensive Applications. ARC 2021: 254-264 - [c137]Weiwen Jiang, Jinjun Xiong
When Machine Learning Meets Quantum Computers: A Case Study. ASP-DAC 2021: 593-598 - [c136]Jiachen Li, Bowen Cheng, Rogério Feris, Jinjun Xiong
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection. CVPR Workshops 2021: 2378-2387 - [c135]Zirui Xu, Fuxun Yu, Jinjun Xiong
Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration. DAC 2021: 997-1002 - [c134]Carl Pearson, Kun Wu
TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes. HPDC 2021: 95-106 - [c133]Mohammad Almasri, Neo Vasudeva, Rakesh Nagi
HyKernel: A Hybrid Selection of One/Two-Phase Kernels for Triangle Counting on GPUs. HPEC 2021: 1-7 - [c132]Zhonghao Wang, Kai Wang, Mo Yu, Jinjun Xiong
Interpretable Visual Reasoning via Induced Symbolic Space. ICCV 2021: 1858-1867 - [c131]Himchan Park, Jinjun Xiong
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. ICDE 2021: 1512-1523 - [c130]Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson:
Global Prosody Style Transfer Without Text Transcriptions. ICML 2021: 8650-8660 - [c129]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks. NeurIPS 2021: 2707-2720 - [c128]Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen:
Generic Neural Architecture Search via Regression. NeurIPS 2021: 20476-20490 - [c127]Omer Anjum, Mohammad Almasri, Jinjun Xiong, Wen-Mei W. Hwu:
PhraseScope: An Effective and Unsupervised Framework for Mining High Quality Phrases. SDM 2021: 639-647 - [e1]Gang Qu, Jinjun Xiong, Danella Zhao, Venki Muthukumar, Md Farhadur Reza, Ramalingam Sridhar:
34th IEEE International System-on-Chip Conference, SOCC 2021, Las Vegas, NV, USA, September 14-17, 2021. IEEE 2021, ISBN 978-1-6654-2931-3 [contents] - [i73]Vikram Sharma Mailthody, James Wei, Nicholas Chen, Mohammad Behnia, Ruihao Yao, Qihao Wang, Vedant Agrawal, Churan He, Lijian Wang, Leihao Chen, Amit Agarwal, Edward Richter, Wen-Mei Hwu, Christopher W. Fletcher, Jinjun Xiong, Andrew Miller, Sanjay Patel:
Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19. CoRR abs/2101.07897 (2021) - [i72]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses. CoRR abs/2101.07956 (2021) - [i71]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. CoRR abs/2103.03330 (2021) - [i70]Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen:
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design. CoRR abs/2103.15750 (2021) - [i69]Mohammad Almasri, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-Mei W. Hwu:
K-Clique Counting on GPUs. CoRR abs/2104.13209 (2021) - [i68]Jiachen Li, Bowen Cheng, Rogério Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi:
Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection. CoRR abs/2104.14082 (2021) - [i67]Lecheng Zheng, Yada Zhu, Jingrui He, Jinjun Xiong:
Heterogeneous Contrastive Learning. CoRR abs/2105.09401 (2021) - [i66]Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei W. Hwu:
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach. CoRR abs/2105.13255 (2021) - [i65]Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David D. Cox, Mark Hasegawa-Johnson:
Global Rhythm Style Transfer Without Text Transcriptions. CoRR abs/2106.08519 (2021) - [i64]Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen:
Generic Neural Architecture Search via Regression. CoRR abs/2108.01899 (2021) - [i63]Jie Huang
Open Relation Modeling: Learning to Define Relations between Entities. CoRR abs/2108.09241 (2021) - [i62]Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang:
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow. CoRR abs/2109.03430 (2021) - [i61]Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang:
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs. CoRR abs/2109.03806 (2021) - [i60]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks. CoRR abs/2110.05667 (2021) - [i59]Yen-Hsiang Chang, Jianhao Pu, Wen-Mei W. Hwu, Jinjun Xiong:
MLHarness: A Scalable Benchmarking System for MLCommons. CoRR abs/2111.05231 (2021) - [i58]Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-mei W. Hwu:
Graph Neural Network Training with Data Tiering. CoRR abs/2111.05894 (2021) - [i57]Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen:
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. CoRR abs/2112.13972 (2021) - 2020
- [j30]Ren Wang, Meng Wang, Jinjun Xiong
Achieve data privacy and clustering accuracy simultaneously through quantized data recovery. EURASIP J. Adv. Signal Process. 2020(1): 22 (2020) - [j29]Ren Wang, Meng Wang, Jinjun Xiong
Tensor recovery from noisy and multi-level quantized measurements. EURASIP J. Adv. Signal Process. 2020(1): 41 (2020) - [j28]Fenglei Fan
Universal approximation with quadratic deep networks. Neural Networks 124: 383-392 (2020) - [j27]Seungwon Min, Vikram Sharma Mailthody
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. Proc. VLDB Endow. 14(2): 114-127 (2020) - [c126]Cheng Li, Abdul Dakkak, Jinjun Xiong
The Design and Implementation of a Scalable Deep Learning Benchmarking Platform. CLOUD 2020: 414-425 - [c125]Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier
A Multi-Perspective Architecture for Semantic Code Search. ACL 2020: 8563-8568 - [c124]Ren Wang, Meng Wang, Jinjun Xiong
Quantized Higher-Order Tensor Recovery by Exploring Low-Dimensional Structures. ACSSC 2020: 923-928 - [c123]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
Guaranteed Convergence of Training Convolutional Neural Networks via Accelerated Gradient Descent. CISS 2020: 1-6 - [c122]Omer Anjum, Chak Ho Chan, Tanitpong Lawphongpanich, Yucheng Liang, Tianyi Tang, Shuchen Zhang, Wen-Mei Hwu, Jinjun Xiong
Vertext: An End-to-end AI Powered Conversation Management System for Multi-party Chat Platforms. CSCW Companion 2020: 1-6 - [c121]Yukun Ding, Jinglan Liu, Jinjun Xiong
Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. CVPR Workshops 2020: 22-31 - [c120]Zhonghao Wang, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong
Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation. CVPR Workshops 2020: 4043-4047 - [c119]Zhonghao Wang, Mo Yu, Yunchao Wei, Rogério Feris, Jinjun Xiong
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation. CVPR 2020: 12632-12641 - [c118]Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. DAC 2020: 1-6 - [c117]Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases. ECCV (23) 2020: 222-238 - [c116]Jie Huang
Exploring Semantic Capacity of Terms. EMNLP (1) 2020: 8509-8518 - [c115]Cong Hao, Yao Chen
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. ACM Great Lakes Symposium on VLSI 2020: 283-290 - [c114]Mert Hidayetoglu
At-Scale Sparse Deep Neural Network Inference With Efficient GPU Implementation. HPEC 2020: 1-7 - [c113]Jinjun Xiong
Challenges for Building a Cloud Native Scalable and Trustable Multi-tenant AIoT Platform. ICCAD 2020: 26:1-26:8 - [c112]Xiaofan Zhang, Hanchen Ye
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator. ICCAD 2020: 61:1-61:9 - [c111]Mohamed El-Hadedy, Martin Margala, Sergiu Mosanu
Micro - GAGE: A Low-power Compact GAGE Hash Function Processor for IoT Applications. ICECS 2020: 1-4 - [c110]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case. ICML 2020: 11268-11277 - [c109]Cheng Li, Abdul Dakkak, Jinjun Xiong
XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs. IPDPS 2020: 326-327 - [c108]Cheng Li, Abdul Dakkak, Jinjun Xiong
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs. IPDPS 2020: 440-450 - [c107]Carl Pearson, Mert Hidayetoglu
Node-Aware Stencil Communication for Heterogeneous Supercomputers. IPDPS Workshops 2020: 796-805 - [c106]Jinglan Liu, Yukun Ding, Jinjun Xiong
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. ISBI 2020: 614-618 - [c105]Tianchen Wang, Xiaowei Xu, Jinjun Xiong
ICA-UNet: ICA Inspired Statistical UNet for Real-Time 3D Cardiac Cine MRI Segmentation. MICCAI (6) 2020: 447-457 - [c104]Ashutosh Dhar, Xiaohao Wang, Hubertus Franke, Jinjun Xiong
FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level Cache. MICRO 2020: 102-117 - [c103]Yukun Ding, Jinglan Liu, Xiaowei Xu, Meiping Huang, Jian Zhuang, Jinjun Xiong, Yiyu Shi:
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation. MIDL 2020: 156-173 - [c102]Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen:
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems. MLSys 2020 - [c101]Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-mei W. Hwu:
DLSpec: A Deep Learning Task Exchange Specification. OpML 2020 - [c100]Cheng Li, Abdul Dakkak, Jinjun Xiong
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs. ICPE 2020: 202-209 - [i56]Fenglei Fan, Jinjun Xiong, Ge Wang
On Interpretability of Artificial Neural Networks. CoRR abs/2001.02522 (2020) - [i55]Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu:
MLModelScope: A Distributed Platform for Model Evaluation and Benchmarking at Scale. CoRR abs/2002.08295 (2020) - [i54]Abdul Dakkak, Cheng Li, Jinjun Xiong, Wen-Mei Hwu:
DLSpec: A Deep Learning Task Exchange Specification. CoRR abs/2002.11262 (2020) - [i53]Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi:
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising. CoRR abs/2002.12130 (2020) - [i52]Zhonghao Wang, Mo Yu, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi:
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation. CoRR abs/2003.08040 (2020) - [i51]Zhonghao Wang, Yunchao Wei, Rogério Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi:
Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation. CoRR abs/2004.00794 (2020) - [i50]Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions. CoRR abs/2005.02563 (2020) - [i49]Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier:
A Multi-Perspective Architecture for Semantic Code Search. CoRR abs/2005.06980 (2020) - [i48]Seungwon Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, Wen-Mei W. Hwu:
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs. CoRR abs/2006.06890 (2020) - [i47]Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong:
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case. CoRR abs/2006.14117 (2020) - [i46]Weiwen Jiang, Jinjun Xiong, Yiyu Shi:
Can Quantum Computers Learn Like Classical Computers? A Co-Design Framework for Machine Learning and Quantum Circuits. CoRR abs/2006.14815 (2020) - [i45]Tianchen Wang, Xiaowei Xu, Jinjun Xiong, Qianjun Jia, Haiyun Yuan, Meiping Huang, Jian Zhuang, Yiyu Shi:
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation. CoRR abs/2007.09455 (2020) - [i44]Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W. Hwu:
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020. CoRR abs/2007.14152 (2020) - [i43]Ren Wang, Gaoyuan Zhang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong, Meng Wang:
Practical Detection of Trojan Neural Networks: Data-Limited and Data-Free Cases. CoRR abs/2007.15802 (2020) - [i42]Zaid Qureshi, Vikram Sharma Mailthody, Seungwon Min, I-Hsin Chung, Jinjun Xiong, Wen-Mei W. Hwu:
Tearing Down the Memory Wall. CoRR abs/2008.10169 (2020) - [i41]Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen:
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator. CoRR abs/2008.12745 (2020) - [i40]Jie Huang, Zilong Wang, Kevin Chen-Chuan Chang, Wen-Mei Hwu, Jinjun Xiong:
Exploring Semantic Capacity of Terms. CoRR abs/2010.01898 (2020) - [i39]Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen:
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices. CoRR abs/2010.07185 (2020) - [i38]Zirui Xu, Jinjun Xiong, Fuxun Yu, Xiang Chen:
Efficient Neural Network Implementation with Quadratic Neuron. CoRR abs/2011.10813 (2020) - [i37]Zhonghao Wang, Mo Yu, Kai Wang, Jinjun Xiong, Wen-Mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi:
Interpretable Visual Reasoning via Induced Symbolic Space. CoRR abs/2011.11603 (2020) - [i36]Weiwen Jiang, Jinjun Xiong, Yiyu Shi:
When Machine Learning Meets Quantum Computers: A Case Study. CoRR abs/2012.10360 (2020) - [i35]Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu:
Fast CUDA-Aware MPI Datatypes without Platform Support. CoRR abs/2012.14363 (2020)
2010 – 2019
- 2019
- [j26]Michele Merler
Automatic Curation of Sports Highlights Using Multimodal Excitement Features. IEEE Trans. Multim. 21(5): 1147-1160 (2019) - [c99]Abdul Dakkak, Cheng Li
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service. CLOUD 2019: 372-382 - [c98]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi:
SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection. AAAI 2019: 5321-5328 - [c97]Qin Li, Xiaofan Zhang, Jinjun Xiong
Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS. ASP-DAC 2019: 693-698 - [c96]Ahmed H. M. O. Abulila, Vikram Sharma Mailthody
FlatFlash: Exploiting the Byte-Accessibility of SSDs within a Unified Memory-Storage Hierarchy. ASPLOS 2019: 971-985 - [c95]Tarek Sakakini, Hongyu Gong, Jong Yoon Lee, Robert Schloss, Jinjun Xiong, Suma Bhat:
Equipping Educational Applications with Domain Knowledge. BEA@ACL 2019: 472-477 - [c94]Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge. DAC 2019: 206 - [c93]Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong:
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. EMNLP/IJCNLP (1) 2019: 518-528 - [c92]Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device. FPL 2019: 301-306 - [c91]Mohammad Almasri, Omer Anjum, Carl Pearson, Zaid Qureshi, Vikram S. Mailthody
Update on k-truss Decomposition on GPU. HPEC 2019: 1-7 - [c90]Sitao Huang, Carl Pearson, Rakesh Nagi
Accelerating Sparse Deep Neural Networks on FPGAs. HPEC 2019: 1-7 - [c89]Carl Pearson, Mohammad Almasri, Omer Anjum, Vikram S. Mailthody
Update on Triangle Counting on GPU. HPEC 2019: 1-7 - [c88]Cong Hao, Yao Chen
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving. ICCAD 2019: 1-8 - [c87]Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong
SPGNet: Semantic Prediction Guidance for Scene Parsing. ICCV 2019: 5217-5227 - [c86]Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh
Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection. ICCV 2019: 6281-6290 - [c85]Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi:
On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks. ICLR (Poster) 2019 - [c84]Abdul Dakkak, Cheng Li, Jinjun Xiong
Accelerating reduction and scan using tensor core units. ICS 2019: 46-57 - [c83]Ashutosh Dhar, Sitao Huang, Jinjun Xiong
Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads. ISVLSI 2019: 68-75 - [c82]Tianchen Wang, Jinjun Xiong
MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation. MICCAI (2) 2019: 614-622 - [c81]Vikram Sharma Mailthody
DeepStore: In-Storage Acceleration for Intelligent Queries. MICRO 2019: 224-238 - [c80]Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei W. Hwu:
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. NAACL-HLT (1) 2019: 3168-3180 - [c79]Cheng Li, Abdul Dakkak, Jinjun Xiong
MLModelScope: Evaluate and Introspect Cognitive Pipelines. SERVICES 2019: 335-338 - [c78]Qingkai Zeng, Mengxia Yu, Wenhao Yu, Jinjun Xiong, Yiyu Shi, Meng Jiang:
Faceted Hierarchy: A New Graph Type to Organize Scientific Concepts and a Construction Method. TextGraphs@EMNLP 2019: 140-150 - [c77]Carl Pearson, Abdul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong
Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects. ICPE 2019: 209-218 - [i34]Gabrielle Allen, Igor Andreoni, Etienne Bachelet
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era. CoRR abs/1902.00522 (2019) - [i33]Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi:
Evaluation of Neural Network Uncertainty Estimation with Application to Resource-Constrained Platforms. CoRR abs/1903.02050 (2019) - [i32]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi:
SCNN: A General Distribution based Statistical Convolutional Neural Network with Application to Video Object Detection. CoRR abs/1903.07663 (2019) - [i31]Hongyu Gong, Suma Bhat, Lingfei Wu, Jinjun Xiong, Wen-Mei Hwu:
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus. CoRR abs/1903.10671 (2019) - [i30]Hongyu Gong, Tarek Sakakini, Suma Bhat, Jinjun Xiong:
Document Similarity for Texts of Varying Lengths via Hidden Topics. CoRR abs/1903.10675 (2019) - [i29]Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen:
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge. CoRR abs/1904.04421 (2019) - [i28]Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu:
Challenges and Pitfalls of Reproducing Machine Learning Artifacts. CoRR abs/1904.12437 (2019) - [i27]Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices. CoRR abs/1905.08369 (2019) - [i26]Omer Anjum, Wen-Mei Hwu, Jinjun Xiong:
A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications. CoRR abs/1906.09380 (2019) - [i25]Xiaofan Zhang, Cong Hao, Haoming Lu, Jiachen Li, Yuhong Li, Yuchen Fan, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen:
SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection. CoRR abs/1906.10327 (2019) - [i24]Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu:
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device. CoRR abs/1908.01261 (2019) - [i23]Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-Mei Hwu:
Across-Stack Profiling and Characterization of Machine Learning Models on GPUs. CoRR abs/1908.06869 (2019) - [i22]Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Honghui Shi:
SPGNet: Semantic Prediction Guidance for Scene Parsing. CoRR abs/1908.09798 (2019) - [i21]Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Meng Jiang, Yiyu Shi, Haiyun Yuan, Meiping Huang, Jian Zhuang:
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation. CoRR abs/1909.06726 (2019) - [i20]Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-mei W. Hwu, Deming Chen:
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems. CoRR abs/1909.09709 (2019) - [i19]Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong:
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space. CoRR abs/1909.11258 (2019) - [i18]Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu:
Benanza: Automatic μBenchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs. CoRR abs/1911.06922 (2019) - [i17]Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen:
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving. CoRR abs/1911.07446 (2019) - [i16]Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei W. Hwu:
DLBricks: Composable Benchmark Generation to Reduce Deep Learning Benchmarking Effort on CPUs. CoRR abs/1911.07967 (2019) - [i15]Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei W. Hwu:
The Design and Implementation of a Scalable DL Benchmarking Platform. CoRR abs/1911.08031 (2019) - [i14]Eliu A. Huerta, Gabrielle Allen, Igor Andreoni, Javier Mauricio Antelis, Etienne Bachelet
Enabling real-time multi-messenger astrophysics discoveries with deep learning. CoRR abs/1911.11779 (2019) - [i13]Zirui Xu, Zhao Yang, Jinjun Xiong, Jianlei Yang, Xiang Chen:
ELFISH: Resource-Aware Federated Learning on Heterogeneous Edge Devices. CoRR abs/1912.01684 (2019) - [i12]Ren Wang, Meng Wang, Jinjun Xiong:
Tensor Recovery from Noisy and Multi-Level Quantized Measurements. CoRR abs/1912.02588 (2019) - 2018
- [j25]Ren Wang
Data Recovery and Subspace Clustering From Quantized and Corrupted Measurements. IEEE J. Sel. Top. Signal Process. 12(6): 1547-1560 (2018) - [c76]Hongyu Gong, Tarek Sakakini, Suma Bhat
Document Similarity for Texts of Varying Lengths via Hidden Topics. ACL (1) 2018: 2341-2351 - [c75]Siyu Liao, Liutong Zhou, Xuan Di, Bo Yuan, Jinjun Xiong
Large-scale short-term urban taxi demand forecasting using deep learning. ASP-DAC 2018: 428-433 - [c74]Jinjun Xiong:
Tutorial-1: Machine learning and deep learning. ASP-DAC 2018 - [c73]Indranil Palit, Lin Yang, Yue Ma, Danny Z. Chen, Michael T. Niemier, Jinjun Xiong
Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth. CBMS 2018: 375-380 - [c72]Yukun Ding, Jinglan Liu, Jinjun Xiong
Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability. CIKM 2018: 2147-2154 - [c71]Michele Merler, Dhiraj Joshi, Khoi-Nguyen C. Mac, Quoc-Bao Nguyen, Stephen Hammer, John Kent, Jinjun Xiong, Minh N. Do, John R. Smith, Rogério Schmidt Feris:
The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues. CVPR Workshops 2018: 2520-2523 - [c70]Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi
TS ^2 2 C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection. ECCV (11) 2018: 454-470 - [c69]Bowen Cheng, Yunchao Wei, Honghui Shi
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN. ECCV (15) 2018: 473-490 - [c68]Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong
AccDNN: An IP-Based DNN Generator for FPGAs. FCCM 2018: 210 - [c67]Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs. ACM Great Lakes Symposium on VLSI 2018: 123-128 - [c66]Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram S. Mailthody
Triangle Counting and Truss Decomposition using FPGA. HPEC 2018: 1-7 - [c65]Vikram S. Mailthody
Collaborative (CPU + GPU) Algorithms for Triangle Counting and Truss Decomposition. HPEC 2018: 1-7 - [c64]Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong
DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs. ICCAD 2018: 56 - [c63]Jinjun Xiong, Xiou Ge, Lav R. Varshney:
Computational Creativity for Valid Rube Goldberg Machines. ICCC 2018: 72-79 - [c62]Mohammad Alian
Application-Transparent Near-Memory Processing Architecture with Memory Channel Network. MICRO 2018: 802-814 - [c61]Carl Pearson, I-Hsin Chung, Zehra Sura, Wen-Mei Hwu, Jinjun Xiong
NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems. ISC Workshops 2018: 448-454 - [i11]Bowen Cheng, Yunchao Wei, Honghui Shi, Rogério Schmidt Feris, Jinjun Xiong, Thomas S. Huang:
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN. CoRR abs/1803.06799 (2018) - [i10]Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen:
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs. CoRR abs/1803.09004 (2018) - [i9]Raymond A. Yeh, Jinjun Xiong, Wen-mei W. Hwu, Minh N. Do, Alexander G. Schwing:
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts. CoRR abs/1803.11209 (2018) - [i8]Yunchao Wei, Zhiqiang Shen, Bowen Cheng, Honghui Shi, Jinjun Xiong, Jiashi Feng, Thomas S. Huang:
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection. CoRR abs/1807.04897 (2018) - [i7]Carl Pearson, Abdul Dakkak, Cheng Li, Sarah Hashash, Jinjun Xiong, Wen-Mei W. Hwu:
SCOPE: C3SR Systems Characterization and Benchmarking Framework. CoRR abs/1809.08311 (2018) - [i6]Bowen Cheng, Yunchao Wei, Rogério Schmidt Feris, Jinjun Xiong, Wen-mei W. Hwu, Thomas S. Huang, Honghui Shi:
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection. CoRR abs/1810.04002 (2018) - [i5]Khoi-Nguyen C. Mac, Dhiraj Joshi, Raymond A. Yeh, Jinjun Xiong, Rogério Schmidt Feris, Minh N. Do:
Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection. CoRR abs/1811.08815 (2018) - [i4]Bowen Cheng, Yunchao Wei, Jiahui Yu, Shiyu Chang, Jinjun Xiong, Wen-Mei W. Hwu, Thomas S. Huang, Humphrey Shi:
A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization. CoRR abs/1811.09347 (2018) - [i3]Abdul Dakkak, Cheng Li, Simon Garcia De Gonzalo, Jinjun Xiong, Wen-Mei W. Hwu:
TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep LearningInference in Function as a Service Environments. CoRR abs/1811.09732 (2018) - [i2]Abdul Dakkak, Cheng Li, Isaac Gelado, Jinjun Xiong, Wen-Mei W. Hwu:
Accelerating Reduction and Scan Using Tensor Core Units. CoRR abs/1811.09736 (2018) - [i1]Abdul Dakkak, Cheng Li, Abhishek Srivastava, Jinjun Xiong, Wen-Mei W. Hwu:
MLModelScope: Evaluate and Measure ML Models within AI Pipelines. CoRR abs/1811.09737 (2018) - 2017
- [j24]Nam Sung Kim, Deming Chen, Jinjun Xiong
Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era. IEEE Micro 37(4): 10-18 (2017) - [j23]Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(5): 775-788 (2017) - [c60]Ketan Date, Keven Feng, Rakesh Nagi
Collaborative (CPU + GPU) algorithms for triangle counting and truss decomposition on the Minsky architecture: Static graph challenge: Subgraph isomorphism. HPEC 2017: 1-7 - [c59]Wen-mei W. Hwu, Izzat El Hajj, Simon Garcia De Gonzalo, Carl Pearson, Nam Sung Kim, Deming Chen, Jinjun Xiong
Rebooting the Data Access Hierarchy of Computing Systems. ICRC 2017: 1-4 - [c58]Raymond A. Yeh, Jinjun Xiong, Wen-Mei W. Hwu, Minh N. Do, Alexander G. Schwing:
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts. NIPS 2017: 1912-1922 - 2016
- [j22]Aanchal Goyal, Ernauli C. Aprilia
Asset health management using predictive and prescriptive analytics for the electric power grid. IBM J. Res. Dev. 60(1) (2016) - [j21]Tao Wang, Chun Zhang, Jinjun Xiong
On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(10): 1744-1754 (2016) - [c57]Bingjun Xiao, Jinjun Xiong
Novel applications of deep learning hidden features for adaptive testing. ASP-DAC 2016: 743-748 - 2015
- [c56]Jinjun Xiong
A Resource Supply-Demand based Approach for Automatic MapReduce Job Optimization. HPCC/CSS/ICESS 2015: 740-745 - [c55]Yada Zhu, Jinjun Xiong
Modern Big Data Analytics for "Old-fashioned" Semiconductor Industry Applications. ICCAD 2015: 776-780 - [c54]Jie Wu, Jinjun Xiong
Optimal selected phasor measurement units for identifying multiple line outages in smart grid. ISGT 2015: 1-5 - [c53]Jie Wu, Peter Feldmann, Jinjun Xiong
Multi-threading based parallel dynamic simulator for transient behavior analysis of power systems. SmartGridComm 2015: 762-767 - 2014
- [j20]Tao Wang, Chun Zhang, Jinjun Xiong
On the Deployment of On-Chip Noise Sensors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33(4): 519-531 (2014) - [c52]Chun Zhang, Peng Deng, Hui Geng, Jianming Liu, Qi Zhu, Jinjun Xiong, Yiyu Shi:
MSim: A general cycle accurate simulation platform for memcomputing studies. DATE 2014: 1-5 - [c51]Jie Wu, Jinjun Xiong
Real time anomaly detection in wide area monitoring of smart grids. ICCAD 2014: 197-204 - [c50]Tao Wang, Chun Zhang, Jinjun Xiong
Variation aware optimal threshold voltage computation for on-chip noise sensors. ICCAD 2014: 205-212 - [c49]Jie Wu, Jinjun Xiong
Ambiguity group based location recognition for multiple power line outages in smart grids. ISGT 2014: 1-5 - [c48]Bingsheng Wang, Jinjun Xiong
Novel geospatial interpolation analytics for general meteorological measurements. KDD 2014: 1553-1562 - [c47]Jie Wu, Jinjun Xiong
Optimal PMU placement for identification of multiple power line outages in smart grids. MWSCAS 2014: 354-357 - [c46]Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong
A novel grid load management technique using electric water heaters and Q-learning. SmartGridComm 2014: 776-781 - 2013
- [j19]Yiyu Shi, Jinjun Xiong
Order statistics for correlated random variables and its application to at-speed testing. ACM Trans. Design Autom. Electr. Syst. 18(3): 42:1-42:20 (2013) - [c45]Tao Wang, Chun Zhang, Jinjun Xiong
Eagle-eye: a near-optimal statistical framework for noise sensor placement. ICCAD 2013: 437-443 - 2012
- [j18]Jaeyong Chung
Path Criticality Computation in Parameterized Statistical Timing Analysis Using a Novel Operator. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(4): 497-508 (2012) - [j17]Jaeyong Chung
Testability-Driven Statistical Path Selection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(8): 1275-1287 (2012) - [j16]Ruijing Shen, Sheldon X.-D. Tan, Hai Wang, Jinjun Xiong
Fast Statistical Full-Chip Leakage Analysis for Nanometer VLSI Systems. ACM Trans. Design Autom. Electr. Syst. 17(4): 51:1-51:19 (2012) - [j15]Lerong Cheng, Fang Gong, Wenyao Xu, Jinjun Xiong
Fourier Series Approximation for Max Operation in Non-Gaussian and Quadratic Statistical Static Timing Analysis. IEEE Trans. Very Large Scale Integr. Syst. 20(8): 1383-1391 (2012) - [c44]Dzung T. Phan, Jinjun Xiong
A distributed scheme for fair EV charging under transmission constraints. ACC 2012: 1053-1058 - [c43]Vladimir Zolotov, Debjit Sinha, Jeffrey G. Hemmett, Eric A. Foreman, Chandu Visweswariah, Jinjun Xiong
Timing analysis with nonseparable statistical and deterministic variations. DAC 2012: 1061-1066 - [c42]Debjit Sinha, Chandu Visweswariah, Natesan Venkateswaran, Jinjun Xiong
Reversible statistical max/min operation: concept and applications to timing. DAC 2012: 1067-1073 - [c41]Wangyang Zhang, Amith Singhee, Jinjun Xiong
A dynamic method for efficient random mismatch characterization of standard cells. ICCAD 2012: 180-186 - 2011
- [j14]Yiyu Shi, Jinjun Xiong
Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator. IEEE Trans. Very Large Scale Integr. Syst. 19(3): 508-512 (2011) - [c40]Jaeyong Chung
Path criticality computation in parameterized statistical timing analysis. ASP-DAC 2011: 249-254 - [c39]Jaeyong Chung, Jinjun Xiong
Testability driven statistical path selection. DAC 2011: 417-422 - [c38]Lintao Cui, Jing Chen, Yu Hu, Jinjun Xiong
Acceleration of Multi-agent Simulation on FPGAs. FPL 2011: 470-473 - [c37]Vladimir Zolotov, Jinjun Xiong
Optimal statistical chip disposition. ICCAD 2011: 95-102 - [c36]Yiyu Shi, Jinjun Xiong
Contingency constrained economic dispatch in smart grids with correlated demands. SmartGridComm 2011: 333-338 - 2010
- [j13]Vladimir Zolotov, Jinjun Xiong
Statistical Path Selection for At-Speed Test. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(5): 749-759 (2010) - [c35]Ruijing Shen, Sheldon X.-D. Tan, Jinjun Xiong
A linear algorithm for full-chip statistical leakage power analysis considering weak spatial correlation. DAC 2010: 481-486 - [c34]Daniel K. Beece, Jinjun Xiong
Transistor sizing of custom high-performance digital circuits with parametric yield considerations. DAC 2010: 781-786 - [c33]Ruijing Shen, Sheldon X.-D. Tan, Jinjun Xiong
A linear statistical analysis for full-chip leakage power with spatial correlation. ACM Great Lakes Symposium on VLSI 2010: 227-232
2000 – 2009
- 2009
- [j12]Howard Chen, Scott Neely, Jinjun Xiong
Statistical Power Analysis for High-Performance Processors. J. Low Power Electron. 5(1): 70-76 (2009) - [j11]Lerong Cheng, Jinjun Xiong
Non-Gaussian Statistical Timing Analysis Using Second-Order Polynomial Fitting. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(1): 130-140 (2009) - [j10]Jinjun Xiong
Optimal Test Margin Computation for At-Speed Structural Test. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(9): 1414-1423 (2009) - [c32]Yiyu Shi, Wei Yao, Jinjun Xiong
Incremental and on-demand random walk for iterative power distribution network analysis. ASP-DAC 2009: 185-190 - [c31]Yiyu Shi, Jinjun Xiong
Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction. ASP-DAC 2009: 373-378 - [c30]Jinjun Xiong
Statistical ordering of correlated timing quantities and its application for path ranking. DAC 2009: 122-125 - [c29]Jinjun Xiong
Statistical multilayer process space coverage for at-speed test. DAC 2009: 340-345 - [c28]Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
Voltage binning under process variation. ICCAD 2009: 425-432 - 2008
- [j9]Zhen Cao, Tong Jing, Jinjun Xiong
Fashion: A Fast and Accurate Solution to Global Routing Problem. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(4): 726-737 (2008) - [j8]Yiyu Shi, Jinjun Xiong
Efficient Decoupling Capacitance Budgeting Considering Operation and Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(7): 1253-1263 (2008) - [c27]Lerong Cheng, Jinjun Xiong
Non-Gaussian statistical timing analysis using second-order polynomial fitting. ASP-DAC 2008: 298-303 - [c26]Ruiming Chen, Lizheng Zhang, Vladimir Zolotov, Chandu Visweswariah, Jinjun Xiong
Static timing: Back to our roots. ASP-DAC 2008: 310-315 - [c25]Wangyang Zhang, Wenjian Yu, Zeyi Wang, Zhiping Yu, Rong Jiang, Jinjun Xiong
An Efficient Method for Chip-Level Statistical Capacitance Extraction Considering Process Variations with Spatial Correlation. DATE 2008: 580-585 - [c24]Jinjun Xiong
Optimal Margin Computation for At-Speed Test. DATE 2008: 622-627 - [c23]Jinjun Xiong
Incremental Criticality and Yield Gradients. DATE 2008: 1130-1135 - [c22]Vladimir Zolotov, Jinjun Xiong
Statistical path selection for at-speed test. ICCAD 2008: 624-631 - [c21]Howard Chen, Scott Neely, Jinjun Xiong
Statistical Modeling and Analysis of Static Leakage and Dynamic Switching Power. PATMOS 2008: 178-187 - 2007
- [j7]Jinjun Xiong
Full-chip multilevel routing for power and signal integrity. Integr. 40(3): 226-234 (2007) - [j6]Jinjun Xiong
Robust Extraction of Spatial Correlation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(4): 619-631 (2007) - [j5]Jinjun Xiong
Probabilistic Transitive-Closure Ordering and Its Application on Variational Buffer Insertion. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(4): 739-742 (2007) - [j4]Lei He, Andrew B. Kahng, King Ho Tam, Jinjun Xiong
Simultaneous Buffer Insertion and Wire Sizing Considering Systematic CMP Variation and Random Leff Variation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26(5): 845-857 (2007) - [c20]Zhen Cao, Tong Jing, Jinjun Xiong
DpRouter: A Fast and Accurate Dynamic-Pattern-Based Global Routing Algorithm. ASP-DAC 2007: 256-261 - [c19]Lerong Cheng, Jinjun Xiong, Lei He:
Non-Linear Statistical Static Timing Analysis for Non-Gaussian Variation Sources. DAC 2007: 250-255 - [c18]Vikram Iyengar, Jinjun Xiong
Variation-aware performance verification using at-speed structural test and statistical timing. ICCAD 2007: 405-412 - [c17]Vladimir Zolotov, Jinjun Xiong
Compact modeling of variational waveforms. ICCAD 2007: 705-712 - [c16]Yiyu Shi, Jinjun Xiong
Efficient decoupling capacitance budgeting considering operation and process variations. ICCAD 2007: 803-810 - 2006
- [c15]Changbo Long, Jinjun Xiong
Techniques of Power-gating to Kill Sub-Threshold Leakage. APCCAS 2006: 952-955 - [c14]Jinjun Xiong
Constraint driven I/O planning and placement for chip-package co-design. ASP-DAC 2006: 207-212 - [c13]Jinjun Xiong
Criticality computation in parameterized statistical timing. DAC 2006: 63-68 - [c12]Lerong Cheng, Jinjun Xiong
FPGA Performance Optimization Via Chipwise Placement Considering Process Variations. FPL 2006: 1-6 - [c11]Jinjun Xiong
Robust extraction of spatial correlation. ISPD 2006: 2-9 - [c10]Jinjun Xiong
Fast buffer insertion considering process variations. ISPD 2006: 128-135 - 2005
- [j3]Jinjun Xiong
Extended global routing with RLC crosstalk constraints. IEEE Trans. Very Large Scale Integr. Syst. 13(3): 319-329 (2005) - [c9]Tong Jing, Ling Zhang, Jinghong Liang, Jingyu Xu, Xianlong Hong, Jinjun Xiong
A Min-area Solution to Performance and RLC Crosstalk Driven Global Routing Problem. ASP-DAC 2005: 115-120 - [c8]Jinjun Xiong
Probabilistic congestion model considering shielding for crosstalk reduction. ASP-DAC 2005: 739-742 - [c7]Jinjun Xiong
Buffer Insertion Considering Process Variation. DATE 2005: 970-975 - [c6]Lei He, Andrew B. Kahng, King Ho Tam, Jinjun Xiong
Simultaneous buffer insertion and wire sizing considering systematic CMP variation and random leff variation. ISPD 2005: 78-85 - 2004
- [j2]Jinjun Xiong
Full-chip routing optimization with RLC crosstalk budgeting. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 23(3): 366-377 (2004) - [c5]Jinjun Xiong, Lei He:
Full-Chip Multilevel Routing for Power and Signal Integrity. DATE 2004: 1116-1123 - [c4]Ling Zhang, Tong Jing, Xianlong Hong, Jingyu Xu, Jinjun Xiong, Lei He:
Performance and RLC crosstalk driven global routing. ISCAS (5) 2004: 65-68 - [c3]Xin Zhao, Yici Cai, Qiang Zhou, Xianlong Hong, Lei He, Jinjun Xiong:
Shielding area optimization under the solution of interconnect crosstalk. ISCAS (5) 2004: 297-300 - [c2]Changbo Long, Jinjun Xiong
On optimal physical synthesis of sleep transistors. ISPD 2004: 156-161 - 2003
- [j1]Xudong Zhang, Jinjun Xiong
Effects of Load and Speed on Lumbar Vertebral Kinematics during Lifting Motions. Hum. Factors 45(2): 296-306 (2003) - 2002
- [c1]Jinjun Xiong
Post global routing RLC crosstalk budgeting. ICCAD 2002: 504-509
Coauthor Index
Rogério Feris
aka: Rogério Schmidt Feris
aka: Rogério Schmidt Feris
[c158] [c157] [c156] [c154] [i89] [j36] [c151] [c149] [c148] [c145] [c144] [c142] [d1] [i86] [i83] [i79] [i77] [i74] [j33] [j31] [c139] [c138] [c136] [c134] [c133] [c132] [c127] [i73] [i72] [i71] [i69] [i68] [i66] [i63] [i59] [i58] [j27] [c126] [c122] [c120] [c119] [c118] [c116] [c115] [c114] [c112] [c111] [c109] [c108] [c107] [c104] [c102] [c101] [c100] [i55] [i54] [i52] [i51] [i50] [i48] [i44] [i42] [i41] [i40] [i39] [i37] [i35] [c99] [c97] [c96] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c84] [c83] [c81] [c80] [c79] [c77] [i31] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i20] [i19] [i18] [i17] [i16] [i15] [c68] [c66] [c65] [c64] [c62] [c61] [i9] [i7] [i6] [i4] [i3] [i2] [i1] [j24] [c60] [c59] [c58]
Vikram S. Mailthody
aka: Vikram Sharma Mailthody
aka: Vikram Sharma Mailthody
Humphrey Shi
aka: Honghui Shi
aka: Honghui Shi
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