Chen Shen

45 papers A* 12Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hallucination Begins Where Saliency Drops.
CoRR
Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang
2025 J jnl
Boosted verification using siamese neural network with DiffBlock.
Vis. Comput.
Junjie Liu, Junlong Liu, Rongxin Jiang, Boxuan Gu, Yaowu Chen, Chen Shen
2025 — conf
Concise and Organized Perception Facilitates Reasoning in Large Language Models.
NAACL (Findings)
Junjie Liu, Shaotian Yan, Chen Shen, Zhengdong Xiao, Liang Xie, Wenxiao Wang, Jieping Ye
2025 J jnl
Contrastive visual feature filtering for generalized zero-shot learning.
Int. J. Mach. Learn. Cybern.
Shixuan Meng, Rongxin Jiang, Xiang Tian, Fan Zhou, Yaowu Chen, Junjie Liu, Chen Shen
2025 A* conf
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models.
ICLR
Shaotian Yan, Chen Shen, Wenxiao Wang, Liang Xie, Junjie Liu, Jieping Ye
2025 J jnl
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models.
CoRR
Shaotian Yan, Chen Shen, Wenxiao Wang, Liang Xie, Junjie Liu, Jieping Ye
2025 J jnl
Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models.
CoRR
Kaiyuan Liu, Chen Shen, Zhanwei Zhang, Junjie Liu, Xiaosong Yuan, Jieping Ye
2025 — conf
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning.
ACL (1)
Chenxi Huang, Shaotian Yan, Liang Xie, Binbin Lin, Sinan Fan, Yue Xin, Deng Cai, Chen Shen, Jieping Ye
2025 J jnl
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning.
CoRR
Chenxi Huang, Shaotian Yan, Liang Xie, Binbin Lin, Sinan Fan, Yue Xin, Deng Cai, Chen Shen, Jieping Ye
2025 — conf
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.
NAACL (Long Papers)
Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2025 J jnl
GeoCAD: Local Geometry-Controllable CAD Generation.
CoRR
Zhanwei Zhang, Kaiyuan Liu, Junjie Liu, Wenxiao Wang, Binbin Lin, Liang Xie, Chen Shen, Deng Cai
2025 A* conf
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.
ICLR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 J jnl
Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach.
CoRR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 J jnl
Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention.
Int. J. Neural Syst.
Shixuan Meng, Rongxin Jiang, Xiang Tian, Fan Zhou, Yaowu Chen, Junjie Liu, Chen Shen
2025 — conf
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
EMNLP (Findings)
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 J jnl
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
CoRR
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 J jnl
Self-Learning Symmetric Multi-View Probabilistic Clustering.
IEEE Trans. Knowl. Data Eng.
Junjie Liu, Junlong Liu, Rongxin Jiang, Yaowu Chen, Chen Shen, Jieping Ye
2025 A* conf
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs.
EMNLP
Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye
2024 A* conf
A3S: A General Active Clustering Method with Pairwise Constraints.
ICML
Xun Deng, Junlong Liu, Han Zhong, Fuli Feng, Chen Shen, Xiangnan He, Jieping Ye, Zheng Wang
2024 J jnl
A3S: A General Active Clustering Method with Pairwise Constraints.
CoRR
Xun Deng, Junlong Liu, Han Zhong, Fuli Feng, Chen Shen, Xiangnan He, Jieping Ye, Zheng Wang
2024 J jnl
From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.
CoRR
Xiaofeng Zhang, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2024 A* conf
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
NeurIPS
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
CoRR
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation.
Neural Process. Lett.
Junjie Liu, Rongxin Jiang, Xuesong Liu, Fan Zhou, Yaowu Chen, Chen Shen
2024 J jnl
SciPIP: An LLM-based Scientific Paper Idea Proposer.
CoRR
Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye
2024 J jnl
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.
CoRR
Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye
2024 A* conf
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering.
KDD
Ge Teng, Ting Mao, Chen Shen, Xiang Tian, Xuesong Liu, Yaowu Chen, Jieping Ye
2024 J jnl
URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering.
CoRR
Ge Teng, Ting Mao, Chen Shen, Xiang Tian, Xuesong Liu, Yaowu Chen, Jieping Ye
2023 J jnl
Concise and Organized Perception Facilitates Large Language Models for Deductive Reasoning.
CoRR
Shaotian Yan, Chen Shen, Junjie Liu, Jieping Ye
2023 J jnl
Self-Learning Symmetric Multi-view Probabilistic Clustering.
CoRR
Junjie Liu, Junlong Liu, Rongxin Jiang, Xuesong Liu, Boxuan Gu, Yaowu Chen, Chen Shen, Jieping Ye
2022 A* conf
MPC: Multi-view Probabilistic Clustering.
CVPR
Junjie Liu, Junlong Liu, Shaotian Yan, Rongxin Jiang, Xiang Tian, Boxuan Gu, Yaowu Chen, Chen Shen, Jianqiang Huang
2022 — conf
On Mitigating Hard Clusters for Face Clustering.
ECCV (12)
Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun
2022 J jnl
On Mitigating Hard Clusters for Face Clustering.
CoRR
Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun
2021 J jnl
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation.
CoRR
Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng, Chen Shen, Jianqiang Huang, Xian-Sheng Hua
2021 J jnl
Self-Adaptive Neural Module Transformer for Visual Question Answering.
IEEE Trans. Multim.
Huasong Zhong, Jingyuan Chen, Chen Shen, Hanwang Zhang, Jianqiang Huang, Xian-Sheng Hua
2020 A* conf
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation.
ACM Multimedia
Shaotian Yan, Chen Shen, Zhongming Jin, Jianqiang Huang, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2020 J jnl
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation.
CoRR
Shaotian Yan, Chen Shen, Zhongming Jin, Jianqiang Huang, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2019 J jnl
Multi-level Similarity Perception Network for Person Re-identification.
ACM Trans. Multim. Comput. Commun. Appl.
Chen Shen, Zhongming Jin, Wenqing Chu, Rongxin Jiang, Yaowu Chen, Guo-Jun Qi, Xian-Sheng Hua
2019 J jnl
Sharp Attention Network via Adaptive Sampling for Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua
2018 J jnl
Multi-Task Vehicle Detection With Region-of-Interest Voting.
IEEE Trans. Image Process.
Wenqing Chu, Yao Liu, Chen Shen, Deng Cai, Xian-Sheng Hua
2018 A* conf
Previewer for Multi-Scale Object Detector.
ACM Multimedia
Zhihang Fu, Zhongming Jin, Guo-Jun Qi, Chen Shen, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2018 J jnl
Sharp Attention Network via Adaptive Sampling for Person Re-identification.
CoRR
Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua
2017 A* conf
Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification.
ACM Multimedia
Chen Shen, Zhongming Jin, Yiru Zhao, Zhihang Fu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2017 A* conf
Learning Feature Embedding with Strong Neural Activations for Fine-Grained Retrieval.
ACM Multimedia (Thematic Workshops)
Chen Shen, Chang Zhou, Zhongming Jin, Wenqing Chu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua
2017 A* conf
Spatio-Temporal AutoEncoder for Video Anomaly Detection.
ACM Multimedia
Yiru Zhao, Bing Deng, Chen Shen, Yao Liu, Hongtao Lu, Xian-Sheng Hua