Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification. - Chen Shen 003; Zhongming Jin 001; Yiru Zhao; Zhihang Fu; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2017)

Learning Feature Embedding with Strong Neural Activations for Fine-Grained Retrieval. - Chen Shen 003; Chang Zhou; Zhongming Jin 001; Wenqing Chu; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia (Thematic Workshops), 2017)

Spatio-Temporal AutoEncoder for Video Anomaly Detection. - Yiru Zhao; Bing Deng; Chen Shen 003; Yao Liu 014; Hongtao Lu 001; Xian-Sheng Hua 001 (ACM Multimedia, 2017)

Previewer for Multi-Scale Object Detector. - Zhihang Fu; Zhongming Jin 001; Guo-Jun Qi; Chen Shen 003; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2018)

Multi-Task Vehicle Detection With Region-of-Interest Voting. - Wenqing Chu; Yao Liu 014; Chen Shen 003; Deng Cai 001; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2018)

Sharp Attention Network via Adaptive Sampling for Person Re-Identification. - Chen Shen 003; Guo-Jun Qi; Rongxin Jiang 001; Zhongming Jin 001; Hongwei Yong; Yaowu Chen; Xian-Sheng Hua 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Multi-level Similarity Perception Network for Person Re-identification. - Chen Shen 003; Zhongming Jin 001; Wenqing Chu; Rongxin Jiang 001; Yaowu Chen; Guo-Jun Qi; Xian-Sheng Hua 001 (ACM Trans. Multim. Comput. Commun. Appl., 2019)

PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation. - Shaotian Yan; Chen Shen 003; Zhongming Jin 001; Jianqiang Huang; Rongxin Jiang 001; Yaowu Chen; Xian-Sheng Hua 001 (ACM Multimedia, 2020)

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. - Xiao Luo 001; Daqing Wu; Chong Chen 002; Jinwen Ma; Minghua Deng; Chen Shen 003; Jianqiang Huang; Xian-Sheng Hua 001 (CoRR, 2021)

Self-Adaptive Neural Module Transformer for Visual Question Answering. - Huasong Zhong; Jingyuan Chen; Chen Shen 003; Hanwang Zhang; Jianqiang Huang; Xian-Sheng Hua 001 (IEEE Trans. Multim., 2021)

MPC: Multi-view Probabilistic Clustering. - Junjie Liu; Junlong Liu; Shaotian Yan; Rongxin Jiang 001; Xiang Tian 002; Boxuan Gu; Yaowu Chen; Chen Shen 003; Jianqiang Huang (CVPR, 2022)

On Mitigating Hard Clusters for Face Clustering. - Yingjie Chen; Huasong Zhong; Chong Chen 002; Chen Shen 003; Jianqiang Huang; Tao Wang 004; Yun Liang 001; Qianru Sun (ECCV (12), 2022)

Self-Learning Symmetric Multi-view Probabilistic Clustering. - Junjie Liu; Junlong Liu; Rongxin Jiang 001; Xuesong Liu; Boxuan Gu; Yaowu Chen; Chen Shen 003; Jieping Ye (CoRR, 2023)

Concise and Organized Perception Facilitates Large Language Models for Deductive Reasoning. - Shaotian Yan; Chen Shen 003; Junjie Liu; Jieping Ye (CoRR, 2023)

A3S: A General Active Clustering Method with Pairwise Constraints. - Xun Deng; Junlong Liu; Han Zhong; Fuli Feng; Chen Shen 003; Xiangnan He 001; Jieping Ye; Zheng Wang 027 (ICML, 2024)

URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering. - Ge Teng; Ting Mao; Chen Shen 003; Xiang Tian 002; Xuesong Liu; Yaowu Chen; Jieping Ye (KDD, 2024)

Instance-adaptive Zero-shot Chain-of-Thought Prompting. - Xiaosong Yuan; Chen Shen 003; Shaotian Yan; Xiaofeng Zhang; Liang Xie 003; Wenxiao Wang 001; Renchu Guan; Ying Wang; Jieping Ye (NeurIPS, 2024)

From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models. - Xiaofeng Zhang; Chen Shen 003; Xiaosong Yuan; Shaotian Yan; Liang Xie 003; Wenxiao Wang 001; Chaochen Gu; Hao Tang; Jieping Ye (CoRR, 2024)

SciPIP: An LLM-based Scientific Paper Idea Proposer. - Wenxiao Wang 001; Lihui Gu; Liye Zhang; Yunxiang Luo; Yi Dai; Chen Shen 003; Liang Xie 003; Binbin Lin; Xiaofei He 001; Jieping Ye (CoRR, 2024)

Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs. - Xiaofeng Zhang; Yihao Quan; Chaochen Gu; Chen Shen 003; Xiaosong Yuan; Shaotian Yan; Hao Cheng 004; Kaijie Wu 002; Jieping Ye (CoRR, 2024)

Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation. - Junjie Liu; Rongxin Jiang 001; Xuesong Liu; Fan Zhou 007; Yaowu Chen; Chen Shen 003 (Neural Process. Lett., 2024)

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. - Chenxi Huang 004; Shaotian Yan; Liang Xie 003; Binbin Lin; Sinan Fan; Yue Xin; Deng Cai 001; Chen Shen 003; Jieping Ye (ACL (1), 2025)

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach. - Sinan Fan; Liang Xie 003; Chen Shen 003; Ge Teng; Xiaosong Yuan; Xiaofeng Zhang; Chenxi Huang 004; Wenxiao Wang 001; Xiaofei He 001; Jieping Ye (ICLR, 2025)

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models. - Shaotian Yan; Chen Shen 003; Wenxiao Wang 001; Liang Xie 003; Junjie Liu; Jieping Ye (ICLR, 2025)

Concise and Organized Perception Facilitates Reasoning in Large Language Models. - Junjie Liu; Shaotian Yan; Chen Shen 003; Zhengdong Xiao; Liang Xie 003; Wenxiao Wang 001; Jieping Ye (NAACL (Findings), 2025)

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks. - Xiaofeng Zhang; Yihao Quan; Chen Shen 003; Xiaosong Yuan; Shaotian Yan; Liang Xie 003; Wenxiao Wang 001; Chaochen Gu; Hao Tang; Jieping Ye (NAACL (Long Papers), 2025)

Boosted verification using siamese neural network with DiffBlock. - Junjie Liu; Junlong Liu; Rongxin Jiang 001; Boxuan Gu; Yaowu Chen; Chen Shen 003 (Vis. Comput., 2025)

Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention. - Shixuan Meng; Rongxin Jiang 001; Xiang Tian 002; Fan Zhou 007; Yaowu Chen; Junjie Liu; Chen Shen 003 (Int. J. Neural Syst., 2025)

Self-Learning Symmetric Multi-View Probabilistic Clustering. - Junjie Liu; Junlong Liu; Rongxin Jiang 001; Yaowu Chen; Chen Shen 003; Jieping Ye (IEEE Trans. Knowl. Data Eng., 2025)

GeoCAD: Local Geometry-Controllable CAD Generation. - Zhanwei Zhang; Kaiyuan Liu; Junjie Liu; Wenxiao Wang 001; Binbin Lin; Liang Xie 003; Chen Shen 003; Deng Cai 001 (CoRR, 2025)

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models. - Kaiyuan Liu; Chen Shen 003; Zhanwei Zhang; Junjie Liu; Xiaosong Yuan; Jieping Ye (CoRR, 2025)