| 2026 | ACL | To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code Editing. | Wei Cheng, Yongchang Cao, Chen Shen, Binhua Li, Jue Chen, Yongbin Li, Wei Hu |
| 2026 | ACL | ART: Attention Replacement Technique to Improve Factuality in LLMs. | Ziqin Luo, Yihao Quan, Xiaofeng Zhang, Xiaosong Yuan, Chen Shen |
| 2026 | ACL | 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 |
| 2026 | ACL | Bootstrapping Code Translation with Weighted Multilanguage Exploration. | Yuhan Wu, Huan Zhang, Wei Cheng, Chen Shen, Jingyue Yang, Wei Hu |
| 2025 | ACL | 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 |
| 2025 | ASPDAC | Towards Efficient Data Parallelism on Spatial CGRA via Constraint Satisfaction and Graph Coloring. | Yuan Dai, Xuchen Gao, Chen Shen, Bingbing Peng, Wenbo Yin, Wai-Shing Luk, Lingli Wang |
| 2025 | EMNLP | AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems. | Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka |
| 2025 | EMNLP | 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 |
| 2025 | EMNLP | 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 |
| 2025 | HPCC | SmartCache: Two-Dimensional KV-Cache Similarity for Efficient Long-Context LLM Decoding. | Chen Shen, Hao Chen, Kaining Hui, Zhixin Zhao, Yang Cheng, Yitao Hu, Sheng Chen, Xiulong Liu, Keqiu Li |
| 2025 | HPCC | SuperSpec: Enhanced Verification and Sampling for End-to-End LLM Speculative Decoding. | Chen Shen, Rui Guo, Yang Cheng, Yang Lin, Zhixin Zhao, Yitao Hu, Sheng Chen, Xiulong Liu, Keqiu Li |
| 2025 | ICLR | 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 |
| 2025 | ICLR | 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 |
| 2025 | IJCNN | DualMixer: An Efficient and Robust Model for Multivariate Time Series Forecasting. | Zhenlong Zou, Jiyang Wang, Chen Shen |
| 2025 | Interspeech | Prediction of listening effort ratings for habitual and clear-Lombard speech presented in noise. | Esther Janse, Chen Shen, Martin Cooke |
| 2025 | NAACL | Concise and Organized Perception Facilitates Reasoning in Large Language Models. | Junjie Liu, Shaotian Yan, Chen Shen, Zhengdong Xiao, Liang Xie, Wenxiao Wang, Jieping Ye |
| 2025 | NAACL | 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 |
| 2025 | VTC | Delay-Efficient D2D-Assisted Federated Learning via Upload Mode Selection and Bandwidth Allocation. | Chao Chen, Junjie Shuai, Xiaohan Yu, Chen Shen, Chuanhuang Li, Rui Yin |
| 2025 | VLDB | MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models. | Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan |
| 2024 | CIKM | Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models. | Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan |
| 2024 | CSCWD | A Relationship Extraction Framework Based on Reinforcement Learning and Machine Reading Comprehension. | Chen Shen, Yulin Liu, Hua Li |
| 2024 | DASFAA | Investigation of Simple-but-Effective Architecture for Long-form Text Matching with Transformers. | Chen Shen, Jin Wang |
| 2024 | ICDM | Financial Risk Assessment via Long-term Payment Behavior Sequence Folding. | Yiran Qiao, Yateng Tang, Xiang Ao, Qi Yuan, Ziming Liu, Chen Shen, Xuehao Zheng |
| 2024 | ICML | 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 |
| 2024 | KDD | 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 |
| 2023 | AAAI | Emergence of Punishment in Social Dilemma with Environmental Feedback. | Zhen Wang, Zhao Song, Chen Shen, Shuyue Hu |
| 2023 | ICASSP | CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection. | Zhongyu Yang, Chen Shen, Wei Shao, Tengfei Xing, Runbo Hu, Pengfei Xu, Hua Chai, Ruini Xue |
| 2023 | Interspeech | Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition. | Zhiyun Fan, Linhao Dong, Chen Shen, Zhenlin Liang, Jun Zhang, Lu Lu, Zejun Ma |
| 2023 | ISCAS | A 110nW Always-on Keyword Spotting Chip using Spiking CNN in 40nm CMOS. | Chen Shen, Junran Pu, Yi Sheng Chong, Zhongyi Zhang, Wang Ling Goh, Bin Zhao, Anh Tuan Do, Yuan Gao |
| 2023 | ISCAS | A Nanowatt Temperature-Independent Tunable Active Capacitance Multiplier with DC Compensation in $0.13-\mu\mathrm{m}$ CMOS. | Zhongyi Zhang, Tantan Zhang, Chen Shen, Wang Ling Goh, Yuan Gao |
| 2023 | MICCAI | Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-supervised Contrastive Learning. | Chen Shen, Jun Zhang, Xinggong Liang, Zeyi Hao, Kehan Li, Fan Wang, Zhenyuan Wang, Chunfeng Lian |
| 2023 | MICCAI | ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. | Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth |
| 2022 | CVPR | MPC: Multi-view Probabilistic Clustering. | Junjie Liu, Junlong Liu, Shaotian Yan, Rongxin Jiang, Xiang Tian, Boxuan Gu, Yaowu Chen, Chen Shen, Jianqiang Huang |
| 2022 | ECCV | On Mitigating Hard Clusters for Face Clustering. | Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun |
| 2022 | ICASSP | Improving Pseudo-Label Training For End-To-End Speech Recognition Using Gradient Mask. | Shaoshi Ling, Chen Shen, Meng Cai, Zejun Ma |
| 2022 | ICASSP | The Volcspeech System for the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge. | Chen Shen, Yi Liu, Wenzhi Fan, Bin Wang, Shixue Wen, Yao Tian, Jun Zhang, Jingsheng Yang, Zejun Ma |
| 2022 | INISTA | An Interacting Multiple Model Correntropy Kalman Filter Approach for Unmanned Aerial Vehicle Localisation. | Fethi Candan, Aykut Beke, Chen Shen, Lyudmila Mihaylova |
| 2022 | MICCAI | Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning. | Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, Masahiro Oda, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth |
| 2022 | MSWIM | 5G New Radio Sidelink Link-Level Simulator and Performance Analysis. | Peng Liu, Chen Shen, Chunmei Liu, Fernando J. Cintrn, Lyutianyang Zhang, Liu Cao, Richard Rouil, Sumit Roy |
| 2021 | DATE | An Efficient Programming Framework for Memristor-based Neuromorphic Computing. | Grace Li Zhang, Bing Li, Xing Huang, Chen Shen, Shuhang Zhang, Florin Burcea, Helmut Graeb, Tsung-Yi Ho, Hai Li, Ulf Schlichtmann |
| 2021 | GLOBECOM | A Comprehensive Analysis on Multicast and Unicast Performance and Selection. | Chen Shen, Chunmei Liu, Richard A. Rouil |
| 2021 | ICASSP | PPG-Based Singing Voice Conversion with Adversarial Representation Learning. | Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Ling Xu, Chen Shen, Zejun Ma |
| 2021 | ICWSM | Cannot Predict Comment Volume of a News Article before (a few) Users Read It. | Lihong He, Chen Shen, Arjun Mukherjee, Slobodan Vucetic, Eduard C. Dragut |
| 2021 | SOSP | Log-structured Protocols in Delos. | Mahesh Balakrishnan, Chen Shen, Ahmed Jafri, Suyog Mapara, David Geraghty, Jason Flinn, Vidhya Venkat, Ivailo Nedelchev, Santosh Ghosh, Mihir Dharamshi, Jingming Liu, Filip Gruszczynski, Jun Li, Rounak Tibrewal, Ali Zaveri, Rajeev Nagar, Ahmed Yossef, Francois Richard, Yee Jiun Song |
| 2020 | MICCAI | Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. | Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori |
| 2020 | OSDI | Virtual Consensus in Delos. | Mahesh Balakrishnan, Jason Flinn, Chen Shen, Mihir Dharamshi, Ahmed Jafri, Xiao Shi, Santosh Ghosh, Hazem Hassan, Aaryaman Sagar, Rhed Shi, Jingming Liu, Filip Gruszczynski, Xianan Zhang, Huy Hoang, Ahmed Yossef, Francois Richard, Yee Jiun Song |
| 2020 | PIMRC | Evaluating Unicast and MBSFN in Public Safety Networks. | Chunmei Liu, Chen Shen, Jack Chuang, Richard A. Rouil, Hyeong-Ah Choi |
| 2019 | GLOBECOM | Symmetric Key Generation from Imperfect Shared Phy-Layer Secrecy. | Chen Shen, Siyuan Feng, Gokhan Sahin, Hyeong-Ah Choi |
| 2019 | VTC | Throughput Analysis between Unicast and MBSFN from Link Level to System Level. | Chunmei Liu, Chen Shen, Jack Chuang, Richard A. Rouil, Hyeong-Ah Choi |
| 2018 | ACML | Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation. | Chen Shen, Yuhong Guo |
| 2018 | MICCAI | A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. | Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori |
| 2018 | PRICAI | Topic-Guided Automatical Human-Simulated Tweeting System. | Zongyue Liu, Fuhai Chen, Jinsong Su, Chen Shen, Rongrong Ji |
| 2017 | Interspeech | Stochastic Recurrent Neural Network for Speech Recognition. | Jen-Tzung Chien, Chen Shen |
| 2017 | Interspeech | Deep Neural Factorization for Speech Recognition. | Jen-Tzung Chien, Chen Shen |
| 2017 | PPoPP | Assessing One-to-One Parallelism Levels Mapping for OpenMP Offloading to GPUs. | Chen Shen, Xiaonan Tian, Dounia Khaldi, Barbara M. Chapman |
| 2015 | SIGGRAPH | Silhouette sketching on "inside out". | Kurt W. Fleischer, Paul Isaacs, Bret Parker, Bernhard Haux, Sarah Shen, Venkat Krishna, Chen Shen, Andrew Butts, Jayson Price, Tom Hahn, Heegun Lee, David Yu |
| 2015 | SIGGRAPH | Animation recipes: turning an animator's trick into an automatic animation system. | Chen Shen, Tom Hahn, Bret Parker, Sarah Shen |
| 2015 | SIGGRAPH | Sketch to pose in Pixar's presto animation system. | Ryan Stelzleni, Bret Parker, Tom Hahn, Sarah Shen, Dan McGarry, Chen Shen |
| 2013 | Middleware | Galaxie: a P2P based EDSOA platform for cloud services. | Chen Shen, Yao Zhao, Liang Chen |
| 2010 | MMM | Image Clustering via Sparse Representation. | Jun Jiao, Xuan Mo, Chen Shen |
| 2010 | MMM | A Multiple Instance Approach for Keyword-Based Retrieval in Un-annotated Image Database. | Jun Jiao, Chen Shen, Bo Dai, Xuan Mo |
| 2010 | MMM | PSF-Constraints Based Iterative Blind Deconvolution Method for Image Deblurring. | Xuan Mo, Jun Jiao, Chen Shen |
| 2009 | SMC | Multi-Instance Multi-Label Learning For Automatic Tag Recommendation. | Chen Shen, Jun Jiao, Bin Wang, Yahui Yang |
| 2009 | SMC | Exploiting Text Content in Image Search by Semi-supervised Learning Techniques. | Chen Shen, Bin Wang, Yahui Yang |
| 2007 | SIGGRAPH | Extracting and parametrizing temporally coherent surfaces from particles. | Chen Shen, Apurva Shah |
| 2005 | SIGGRAPH | Interpolating and approximating implicit surfaces from polygon soup. | Chen Shen, James F. O'Brien, Jonathan Richard Shewchuk |
| 2005 | SIGGRAPH | Interpolating and approximating implicit surfaces from polygon soup. | Chen Shen, James F. O'Brien, Jonathan Richard Shewchuk |
| 2002 | SIGGRAPH | Modal analysis for real-time viscoelastic deformation. | Chen Shen, Kris K. Hauser, Christine M. Gatchalian, James F. O'Brien |
| 2002 | SCA | Synthesizing sounds from rigid-body simulations. | James F. O'Brien, Chen Shen, Christine M. Gatchalian |