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ORCIDPeng Xu 0035
Person information
- affiliation: Shanghai AI Laboratory, OpenGVLab, China
- affiliation: University of Hong Kong, Department of Computer Science, Hong Kong
Other persons with the same name
- Peng Xu — disambiguation page
- Peng Xu 0001
![[0000-0002-7932-0386]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7932-0386")
— University of Electronic Science and Technology of China, Center for Information in Medicine, Chengdu, China (and 2 more) - Peng Xu 0002 — Chongqing University of Posts and Telecommunications, China (and 1 more)
- Peng Xu 0003 — Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China
- Peng Xu 0004 — Southeast University, State Key Laboratory of Bioelectronics, School of Biological Science and Medical Engineering, Nanjing, China (and 1 more)
- Peng Xu 0005 — Beijing University of Posts and Telecommunications, Pattern Recognition and Intelligent System Laboratory, China
- Peng Xu 0006 — Tsinghua University, Department of Precision Instrument, Beijing, China
- Peng Xu 0007 — Hubei University of Technology, School of Science, Wuhan, China (and 3 more)
- Peng Xu 0008 — The Hong Kong University of Science and Technology
- Peng Xu 0009 — University of Maryland, Department of Electrical and Computer Engineering, Institute for Systems Research, MD, USA
- Peng Xu 0010 — Google DeepMind, Department of Robotics
- Peng Xu 0011 — Donghua University, College of Science, Shanghai, China
- Peng Xu 0012 — Harbin Institute of Technology, State Key Laboratory of Robotics and System, China (and 1 more)
- Peng Xu 0013 — University of Massachusetts Boston, MA, USA
- Peng Xu 0014 — Fudan University, State Key Laboratory of Integrated Chips and Systems, Shanghai, China
- Peng Xu 0015 — Nanjing University of Aeronautics and Astronautics, MoE Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, China
- Peng Xu 0016 — Chinese Academy of Sciences, Institute of Mechanics, Beijing, China (and 1 more)
- Peng Xu 0017 — Bytedance, San Jose, CA, USA
- Peng Xu 0018 — Southwest Jiaotong University, School of Mathematics, National-Local Joint Engineering Laboratory of System Credibility Automatic Verification, Chengdu, China
- Peng Xu 0019 — University of Shantou, College of Engineering, Key Lab of Digital Signal and Image Processing of Guangdong Province, China
- Peng Xu 0020 — State Grid Gansu Electric Power Company Digital Division, China
- Peng Xu 0021 — Nanjing University of Science and Technology, China
- Peng Xu 0022 — Xi'an University of Technology, Faculty of Computer Science and Engineering, China
- Peng Xu 0023 — Alibaba Cloud Computing, Beijing, China
- Peng Xu 0024 — Jinan University, School of Mechanics and Construction Engineering, MOE Key Laboratory of Disaster Forecast and Control in Engineering, Guangzhou, China
- Peng Xu 0025 — University of Alabama at Birmingham, Informatics Institute, Department of Genetics, AL, USA
- Peng Xu 0026 — Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China
- Peng Xu 0027 — Virginia Tech, Grado Department of Industrial and Systems Engineering, Blacksburg, VA, USA
- Peng Xu 0028 — Dalian Maritime University, Marine Engineering College, State Key Laboratory of Maritime Technology and Safety, China
- Peng Xu 0029 — Chinese Academy of Sciences, Innovation Academy for Precision Measurement Science and Technology, Wuhan, China (and 1 more)
- Peng Xu 0030 — China Jiliang University, College of Science, Hangzhou, China (and 1 more)
- Peng Xu 0031 — Beijing Film Academy, School of Fine Art, China
- Peng Xu 0032 — Chongqing Technology and Business University, School of Artificial Intelligence, Chongqing Key Laboratory of Intelligent Perception and BlockChain Technology, China
- Peng Xu 0033 — Beijing Jiaotong University, Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, China (and 2 more)
- Peng Xu 0034 — People's Liberation Army Engineering University, Nanjing, China (and 1 more)
- Peng Xu 0036 — Harbin Institute of Technology, State Key Laboratory of Robotics and Systems, China
- Peng Xu 0037 — Qingdao University of Technology, School of Information and Control Engineering, China
- Peng Xu 0038 — Aalto University, School of Business, Espoo, Finland
- Peng Xu 0039 — Northeastern University, College of Information Science and Engineering, State Key Laboratory of Synthetical Automation for Process Industries, Shenyang, China
- Peng Xu 0040 — Ant Group, USA
- Peng Xu 0041 — Southeast University, School of Energy and Environment, Nanjing, China (and 2 more)
- Peng Xu 0042 — Guangdong Polytechnic Normal University, School of Electronics and Information, Guangzhou, China (and 1 more)
- Peng Xu 0043 — Southwest University of Science and Technology, School of Information Engineering, Mianyang, China
- Peng Xu 0044 — Southwest University of Political Science and Law, School of Business, Chongqing, China
- Peng Xu 0045 — Anhui University, School of Computer Science and Technology, MOE Key Laboratory of Intelligent Computing and Signal Processing, Hefei, China
- Peng Xu 0046 — Shanghai Jiao Tong University, Shanghai Qi Zhi Institute, China
- Peng Xu 0047 — Xi'an Research Inst of Hi-Tech, China
- Peng Xu 0048 — China Academy of Railway Sciences, Signal and Communication Research Institute, Beijing, China
- Peng Xu 0049 — National University of Defense Technology, College of Computer, Changcha, China
- Peng Xu 0050 — Jiangsu Normal University, School of Electrical Engineering and Automation, Xuzhou, China
- Peng Xu 0051 — Jiangnan University, School of Artificial Intelligence and Computer Science, Jiangsu Key Laboratory of Digital Design and Software Technology, Wuxi, China
- Peng Xu 0052 (aka: Ship Peng Xu) — Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong (and 2 more)
- Peng Xu 0053 — Hefei University of Technology, School of Instrument Science and Opto-Electronics Engineering, Anhui Province Key Laboratory of Measuring Theory and Precision Instrument, China
- Peng Xu 0054 — Iowa State University, Department of Chemistry, Ames Laboratory, IA, USA
- Peng Xu 0055 — Xi'an Science and Technology Museum, China
- Peng Xu 0056 — Nanjing Normal University, School of Business, China
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Journal Articles
- 2025
[j4]Peng Xu, Wenqi Shao, Kaipeng Zhang, Peng Gao, Shuo Liu, Meng Lei, Fanqing Meng, Siyuan Huang, Yu Qiao, Ping Luo:
LVLM-EHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 1877-1893 (2025)- [j3]Wenqi Shao, Meng Lei, Yutao Hu, Peng Gao, Peng Xu, Kaipeng Zhang, Fanqing Meng, Siyuan Huang, Hongsheng Li, Yu Qiao, Ping Luo:
TinyLVLM-eHub: Towards Comprehensive and Efficient Evaluation for Large Vision-Language Models. IEEE Trans. Big Data 11(3): 933-947 (2025) - 2020
- [j2]Peng Xu, Zhihua Xiao, Xianglong Wang, Lei Chen, Chao Wang, Fengwei An:
A Multi-Core Object Detection Coprocessor for Multi-Scale/Type Classification Applicable to IoT Devices. Sensors 20(21): 6239 (2020) - [j1]Zhihua Xiao, Peng Xu, Xianglong Wang, Lei Chen, Fengwei An:
A Multi-Class Objects Detection Coprocessor With Dual Feature Space and Weighted Softmax. IEEE Trans. Circuits Syst. II Express Briefs 67-II(9): 1629-1633 (2020)
Conference and Workshop Papers
- 2025
- [c7]Mengzhao Chen, Wenqi Shao, Peng Xu, Jiahao Wang, Peng Gao, Kaipeng Zhang, Ping Luo:
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models. ACL (1) 2025: 10081-10100 - 2024
- [c6]Wenqi Shao, Mengzhao Chen, Zhaoyang Zhang, Peng Xu, Lirui Zhao, Zhiqian Li, Kaipeng Zhang, Peng Gao, Yu Qiao, Ping Luo:
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models. ICLR 2024 - [c5]Peng Xu, Wenqi Shao, Mengzhao Chen, Shitao Tang, Kaipeng Zhang, Peng Gao, Fengwei An, Yu Qiao, Ping Luo:
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation. ICLR 2024 - [c4]Kaining Ying, Fanqing Meng, Jin Wang, Zhiqian Li, Han Lin, Yue Yang, Hao Zhang, Wenbo Zhang, Yuqi Lin, Shuo Liu, Jiayi Lei, Quanfeng Lu, Runjian Chen, Peng Xu, Renrui Zhang, Haozhe Zhang, Peng Gao, Yali Wang, Yu Qiao, Ping Luo, Kaipeng Zhang, Wenqi Shao:
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. ICML 2024 - 2023
- [c3]Mengzhao Chen, Wenqi Shao, Peng Xu, Mingbao Lin, Kaipeng Zhang, Fei Chao, Rongrong Ji, Yu Qiao, Ping Luo:
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers. ICCV 2023: 17118-17128 - 2020
- [c2]Wei Mao, Zhihua Xiao, Peng Xu, Hongwei Ren, Dingbang Liu, Shirui Zhao, Fengwei An, Hao Yu:
Energy-Efficient Machine Learning Accelerator for Binary Neural Networks. ACM Great Lakes Symposium on VLSI 2020: 77-82 - 2019
- [c1]Fengwei An, Peng Xu, Zhihua Xiao, Chao Wang:
FPGA-based object detection processor with HOG feature and SVM classifier. SoCC 2019: 187-190
Informal and Other Publications
- 2024
- [i9]Peng Xu, Wenqi Shao, Mengzhao Chen, Shitao Tang, Kaipeng Zhang, Peng Gao, Fengwei An, Yu Qiao, Ping Luo:
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation. CoRR abs/2402.16880 (2024) - [i8]Kaining Ying, Fanqing Meng, Jin Wang, Zhiqian Li, Han Lin, Yue Yang, Hao Zhang, Wenbo Zhang, Yuqi Lin, Shuo Liu, Jiayi Lei, Quanfeng Lu, Runjian Chen, Peng Xu, Renrui Zhang, Haozhe Zhang, Peng Gao, Yali Wang, Yu Qiao, Ping Luo, Kaipeng Zhang, Wenqi Shao:
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. CoRR abs/2404.16006 (2024) - [i7]Mengzhao Chen, Wenqi Shao, Peng Xu, Jiahao Wang, Peng Gao, Kaipeng Zhang, Yu Qiao, Ping Luo:
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models. CoRR abs/2407.11062 (2024) - [i6]Peng Xu, Wenqi Shao, Mingyu Ding, Ping Luo:
DCP: Learning Accelerator Dataflow for Neural Network via Propagation. CoRR abs/2410.06553 (2024) - 2023
- [i5]Mengzhao Chen, Wenqi Shao, Peng Xu, Mingbao Lin, Kaipeng Zhang, Fei Chao, Rongrong Ji, Yu Qiao, Ping Luo:
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers. CoRR abs/2305.17997 (2023) - [i4]Peng Xu, Wenqi Shao, Kaipeng Zhang, Peng Gao, Shuo Liu, Meng Lei, Fanqing Meng, Siyuan Huang, Yu Qiao, Ping Luo:
LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models. CoRR abs/2306.09265 (2023) - [i3]Wenqi Shao, Yutao Hu, Peng Gao, Meng Lei, Kaipeng Zhang, Fanqing Meng, Peng Xu, Siyuan Huang, Hongsheng Li, Yu Qiao, Ping Luo:
Tiny LVLM-eHub: Early Multimodal Experiments with Bard. CoRR abs/2308.03729 (2023) - [i2]Wenqi Shao, Mengzhao Chen, Zhaoyang Zhang, Peng Xu, Lirui Zhao, Zhiqian Li, Kaipeng Zhang, Peng Gao, Yu Qiao, Ping Luo:
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models. CoRR abs/2308.13137 (2023) - [i1]Jiaming Han, Renrui Zhang, Wenqi Shao, Peng Gao, Peng Xu, Han Xiao, Kaipeng Zhang, Chris Liu, Song Wen, Ziyu Guo, Xudong Lu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Xiangyu Yue, Hongsheng Li, Yu Qiao:
ImageBind-LLM: Multi-modality Instruction Tuning. CoRR abs/2309.03905 (2023)
Coauthor Index
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