Chen Shen

According to our database, Chen Shen authored at least 42 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LSFusion: Ladder-Side Attribute Composition for Multi-Aspect Controllable Text Generation.

Xiaosong Yuan, Chen Shen, Shaotian Yan, Renchu Guan, Ying Wang, Xuhang Chen, Kim-Fung Tsang

IEEE Trans. Consumer Electron., May, 2026

InfoQuant: Shaping Activation Distributions for Low-Bit LLM Quantization.

Ke Li, Dong An, Xiaoling Zang, Can Ye, Liang Xie, Qibo Qiu, Chen Shen, Xiaofei He, Wenxiao Wang

CoRR, May, 2026

Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation.

Bing Wang, Shaotian Yan, Chen Shen, Kaiyuan Liu, Sinan Fan, Ximing Li, Rui Miao, Xiaosong Yuan, Zhanming Shen, Jieping Ye

CoRR, May, 2026

Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection.

Bing Wang, Rui Miao, Ximing Li, Chen Shen, Shaotian Yan, Changchun Li, Kaiyuan Liu, Xiaosong Yuan, Jieping Ye

CoRR, May, 2026

On the Step Length Confounding in LLM Reasoning Data Selection.

Bing Wang, Rui Miao, Chen Shen, Shaotian Yan, Kaiyuan Liu, Ximing Li, Xiaosong Yuan, Sinan Fan, Jun Zhang, Jieping Ye

CoRR, April, 2026

ART: Attention Replacement Technique to Improve Factuality in LLMs.

Ziqin Luo, Yihao Quan, Xiaofeng Zhang, Xiaosong Yuan, Chen Shen

CoRR, April, 2026

Hallucination Begins Where Saliency Drops.

Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang

CoRR, January, 2026

2025

Contrastive visual feature filtering for generalized zero-shot learning.

Shixuan Meng, Rongxin Jiang, Xiang Tian, Fan Zhou, Yaowu Chen, Junjie Liu, Chen Shen

Int. J. Mach. Learn. Cybern., October, 2025

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models.

Kaiyuan Liu, Chen Shen, Zhanwei Zhang, Junjie Liu, Xiaosong Yuan, Jieping Ye

CoRR, June, 2025

GeoCAD: Local Geometry-Controllable CAD Generation.

Zhanwei Zhang, Kaiyuan Liu, Junjie Liu, Wenxiao Wang, Binbin Lin, Liang Xie, Chen Shen, Deng Cai

CoRR, June, 2025

Self-Learning Symmetric Multi-View Probabilistic Clustering.

Junjie Liu, Junlong Liu, Rongxin Jiang, Yaowu Chen, Chen Shen, Jieping Ye

IEEE Trans. Knowl. Data Eng., April, 2025

Multi-Label Zero-Shot Learning Via Contrastive Label-Based Attention.

Shixuan Meng, Rongxin Jiang, Xiang Tian, Fan Zhou, Yaowu Chen, Junjie Liu, Chen Shen

Int. J. Neural Syst., March, 2025

Boosted verification using siamese neural network with DiffBlock.

Junjie Liu, Junlong Liu, Rongxin Jiang, Boxuan Gu, Yaowu Chen, Chen Shen

Vis. Comput., January, 2025

GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models.

Zhanwei Zhang, Kaiyuan Liu, Junjie Liu, Wenxiao Wang, Binbin Lin, Liang Xie, Chen Shen, Deng Cai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.

Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Concise and Organized Perception Facilitates Reasoning in Large Language Models.

Junjie Liu, Shaotian Yan, Chen Shen, Zhengdong Xiao, Liang Xie, Wenxiao Wang, Jieping Ye

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models.

Shaotian Yan, Chen Shen, Wenxiao Wang, Liang Xie, Junjie Liu, Jieping Ye

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.

Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs.

Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.

Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning.

Chenxi Huang, Shaotian Yan, Liang Xie, Binbin Lin, Sinan Fan, Yue Xin, Deng Cai, Chen Shen, Jieping Ye

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation.

Junjie Liu, Rongxin Jiang, Xuesong Liu, Fan Zhou, Yaowu Chen, Chen Shen

Neural Process. Lett., February, 2024

Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.

Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye

CoRR, 2024

SciPIP: An LLM-based Scientific Paper Idea Proposer.

Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye

CoRR, 2024

From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.

Xiaofeng Zhang, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye

CoRR, 2024

Instance-adaptive Zero-shot Chain-of-Thought Prompting.

Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering.

Ge Teng, Ting Mao, Chen Shen, Xiang Tian, Xuesong Liu, Yaowu Chen, Jieping Ye

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A3S: A General Active Clustering Method with Pairwise Constraints.

Xun Deng, Junlong Liu, Han Zhong, Fuli Feng, Chen Shen, Xiangnan He, Jieping Ye, Zheng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Concise and Organized Perception Facilitates Large Language Models for Deductive Reasoning.

Shaotian Yan, Chen Shen, Junjie Liu, Jieping Ye

CoRR, 2023

Self-Learning Symmetric Multi-view Probabilistic Clustering.

Junjie Liu, Junlong Liu, Rongxin Jiang, Xuesong Liu, Boxuan Gu, Yaowu Chen, Chen Shen, Jieping Ye

CoRR, 2023

2022

On Mitigating Hard Clusters for Face Clustering.

Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun

Proceedings of the Computer Vision - ECCV 2022, 2022

MPC: Multi-view Probabilistic Clustering.

Junjie Liu, Junlong Liu, Shaotian Yan, Rongxin Jiang, Xiang Tian, Boxuan Gu, Yaowu Chen, Chen Shen, Jianqiang Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Self-Adaptive Neural Module Transformer for Visual Question Answering.

Huasong Zhong, Jingyuan Chen, Chen Shen, Hanwang Zhang, Jianqiang Huang, Xian-Sheng Hua

IEEE Trans. Multim., 2021

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation.

Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng, Chen Shen, Jianqiang Huang, Xian-Sheng Hua

CoRR, 2021

2020

PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation.

Shaotian Yan, Chen Shen, Zhongming Jin, Jianqiang Huang, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Multi-level Similarity Perception Network for Person Re-identification.

Chen Shen, Zhongming Jin, Wenqing Chu, Rongxin Jiang, Yaowu Chen, Guo-Jun Qi, Xian-Sheng Hua

ACM Trans. Multim. Comput. Commun. Appl., 2019

Sharp Attention Network via Adaptive Sampling for Person Re-Identification.

Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua

IEEE Trans. Circuits Syst. Video Technol., 2019

2018

Multi-Task Vehicle Detection With Region-of-Interest Voting.

Wenqing Chu, Yao Liu, Chen Shen, Deng Cai, Xian-Sheng Hua

IEEE Trans. Image Process., 2018

Previewer for Multi-Scale Object Detector.

Zhihang Fu, Zhongming Jin, Guo-Jun Qi, Chen Shen, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017

Spatio-Temporal AutoEncoder for Video Anomaly Detection.

Yiru Zhao, Bing Deng, Chen Shen, Yao Liu, Hongtao Lu, Xian-Sheng Hua

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Learning Feature Embedding with Strong Neural Activations for Fine-Grained Retrieval.

Chen Shen, Chang Zhou, Zhongming Jin, Wenqing Chu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Deep Siamese Network with Multi-level Similarity Perception for Person Re-identification.

Chen Shen, Zhongming Jin, Yiru Zhao, Zhihang Fu, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua

Proceedings of the 2017 ACM on Multimedia Conference, 2017