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Sycophancy in vision-language models: A systematic analysis and an inference-time mitigation framework 期刊论文
NEUROCOMPUTING, 2026, 卷号: 659, 页码: 14
作者:  Zhao, Yunpu;  Zhang, Rui;  Xiao, Junbin;  Ke, Changxin;  Hou, Ruibo;  Hao, Yifan;  Li, Ling
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Vision-language models  Contrastive decoding  Model hallucinations  
A near-threshold memristive computing-in-memory engine for edge intelligence 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 10
作者:  Wang, Linfang;  Li, Weizeng;  Zhou, Zhidao;  An, Junjie;  Ye, Wang;  Li, Zhi;  Gao, Hanghang;  Hu, Hongyang;  Liu, Jing;  Chen, Xiaoming;  Li, Ling;  Liu, Qi;  Seok, Mingoo;  Dou, Chunmeng;  Liu, Ming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Efficient and Fast High-Performance Library Generation for Deep Learning Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 1, 页码: 155-169
作者:  Bi, Jun;  Wen, Yuanbo;  Li, Xiaqing;  Zhao, Yongwei;  Guo, Yuxuan;  Zhou, Enshuai;  Hu, Xing;  Du, Zidong;  Li, Ling;  Chen, Huaping;  Chen, Tianshi;  Guo, Qi
收藏  |  浏览/下载：14/0  |  提交时间：2025/06/25
Optimization  Space exploration  Schedules  Libraries  Biological cells  Deep learning  Costs  Computers  Search problems  Tensors  Code generation  compiler optimization  tensor computation  
AI Computing Systems for Large Language Models Training 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 1, 页码: 6-41
作者:  Zhang, Zhen-Xing;  Wen, Yuan-Bo;  Lyu, Han-Qi;  Liu, Chang;  Zhang, Rui;  Li, Xia-Qing;  Wang, Chao;  Du, Zi-Dong;  Guo, Qi;  Li, Ling;  Zhou, Xue-Hai;  Chen, Yun-Ji
收藏  |  浏览/下载：41/0  |  提交时间：2025/06/25
artificial intelligence (AI) chip  large language model (LLM)  AI computing system  accelerator  
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3735-3748
作者:  Li, Haochen;  Zhang, Rui;  Yao, Hantao;  Zhang, Xin;  Hao, Yifan;  Song, Xinkai;  Li, Ling
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Unsupervised domain adaptation  domain adaptive object detection  feature extraction  prototypes  
Learning controllable elements oriented representations for reinforcement learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 13
作者:  Yi, Qi;  Zhang, Rui;  Peng, Shaohui;  Guo, Jiaming;  Hu, Xing;  Du, Zidong;  Guo, Qi;  Chen, Ruizhi;  Li, Ling;  Chen, Yunji
收藏  |  浏览/下载：47/0  |  提交时间：2023/12/04
Reinforcement learning  Representation learning  
Local–Global Cross Fusion Network With Gaussian-Initialized Learnable Positional Prompting for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 16
作者:  Zhang, Xin;  Zhang, Rui;  Li, Ling;  Li, Wei
收藏  |  浏览/下载：37/0  |  提交时间：2024/05/20
3-D convolutional neural network (CNN)  hyperspectral image (HSI) classification  prompting  remote sensing  transformer  
Breaking the Interaction Wall: A DLPU-Centric Deep Learning Computing System 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 1, 页码: 209-222
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Zeng, Xi;  Li, Ling;  Cheng, Limin;  Xu, Zhiwei;  Sun, Ninghui;  Chen, Yunji
收藏  |  浏览/下载：78/0  |  提交时间：2022/06/21
Deep learning  Central Processing Unit  Process control  Task analysis  Computational modeling  Pipelines  Runtime  Neural net accelerators  system architectures  interaction wall  
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 7006-7019
作者:  Liu, Chang;  Zhang, Xishan;  Zhang, Rui;  Li, Ling;  Zhou, Shiyi;  Huang, Di;  Li, Zhen;  Du, Zidong;  Liu, Shaoli;  Chen, Tianshi
收藏  |  浏览/下载：67/0  |  提交时间：2023/07/12
Neural network acceleration  low precision training  quantization  
Editorial: Discrimination of Genuine and Posed Facial Expressions of Emotion 期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 2
作者:  Zhou, Huiyu;  Li, Ling;  Shan, Shiguang;  Wang, Shuo;  Liu, Jian K.
收藏  |  浏览/下载：73/0  |  提交时间：2021/12/01
discrimination  genuine  posed facial expressions  emotion  visual presentation