| 2026 | AAAI | When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models. | Keyu Wang, Jin Li, Shu Yang, Zhuoran Zhang, Di Wang |
| 2026 | ACL | JARVIS or Ultron? A Survey on the Safety and Security Threats of Computer-Using Agents. | Ada Chen, Yongjiang Wu, Junyuan Zhang, Jingyu Xiao, Shu Yang, Jen-tse Huang, Kun Wang, Wenxuan Wang, Shuai Wang |
| 2026 | ACL | AutoMonitor-Bench: Evaluating the Reliability of LLM-Based Misbehavior Monitor. | Shu Yang, Jingyu Hu, Tong Li, Hanqi Yan, Wenxuan Wang, Di Wang |
| 2026 | ACL | Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images. | Qishun Yang, Shu Yang, Lijie Hu, Di Wang |
| 2026 | ACL | Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models. | Jiayi Zhang, Shu Yang, Junchao Wu, Derek F. Wong, Di Wang |
| 2026 | ACL | Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. | Wenrui Zhou, Mohamed Hendy, Shu Yang, Qingsong Yang, Zikun Guo, Yuyu Luo, Lijie Hu, Di Wang |
| 2025 | AAAI | Evaluating topological fitness of human brain-inspired sub-circuits in Echo State Networks. | Bach V. Nguyen, Tianlong Chen, Shu Yang, Bojian Hou, Li Shen, Duy Duong-Tran |
| 2025 | AAAI | ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models. | Chao Zeng, Songwei Liu, Yusheng Xie, Hong Liu, Xiaojian Wang, Miao Wei, Shu Yang, Fangmin Chen, Xing Mei |
| 2025 | ACL | Rethinking Prompt-based Debiasing in Large Language Model. | Xinyi Yang, Runzhe Zhan, Shu Yang, Junchao Wu, Lidia S. Chao, Derek F. Wong |
| 2025 | ACL | Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. | Shu Yang, Shenzhe Zhu, Zeyu Wu, Keyu Wang, Junchi Yao, Junchao Wu, Lijie Hu, Mengdi Li, Derek F. Wong, Di Wang |
| 2025 | ACL | Understanding the Repeat Curse in Large Language Models from a Feature Perspective. | Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang |
| 2025 | COLING | Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore. | Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang |
| 2025 | CVPR | Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement. | Shu Yang, Chengting Yu, Lei Liu, Hanzhi Ma, Aili Wang, Erping Li |
| 2025 | CVPR | Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks. | Kairong Yu, Chengting Yu, Tianqing Zhang, Xiaochen Zhao, Shu Yang, Hongwei Wang, Qiang Zhang, Qi Xu |
| 2025 | EMNLP | Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. | Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang |
| 2025 | EMNLP | Understanding How Value Neurons Shape the Generation of Specified Values in LLMs. | Yi Su, Jiayi Zhang, Shu Yang, Xinhai Wang, Lijie Hu, Di Wang |
| 2025 | ICCCN | WISTRO: Towards Efficient Weather-Aware Routing for Integrated Satellite-Terrestrial Networks. | Shu Yang, Dantong Chen, Laizhong Cui, Mingwei Xu |
| 2025 | ICCV | Adapting Vision-Language Models for 3D CT/MRI Understanding on PMBB via Slice Selection and Explanation Analysis. | Hongzhuo Chen, Rahul Shukla, Ruiming Wu, Shu Yang, Duy Duong-Tran, Duy Minh Ho Nguyen, Mathias Niepert, Cameron Beeche, James C. Gee, Jeffrey T. Duda, Rakesh Sharma, Christos Davatzikos, Walter R. Witschey, Bojian Hou, Li Shen |
| 2025 | ICCV | Multi-Modal Deep Clustering Survival Machines for Alzheimer's Disease Subtype Discovery. | Zixuan Wen, Bojian Hou, Weiqing He, Shu Yang, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen |
| 2025 | ICLR | Efficient Causal Decision Making with One-sided Feedback. | Jianing Chu, Shu Yang, Wenbin Lu, Pulak Ghosh |
| 2025 | ICML | Doubly Protected Estimation for Survival Outcomes Utilizing External Controls for Randomized Clinical Trials. | Chenyin Gao, Shu Yang, Mingyang Shan, Wenyu Ye, Ilya Lipkovich, Douglas Faries |
| 2025 | ICML | Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment. | Chengting Yu, Xiaochen Zhao, Lei Liu, Shu Yang, Gaoang Wang, Erping Li, Aili Wang |
| 2025 | ICML | Doubly Robust Fusion of Many Treatments for Policy Learning. | Ke Zhu, Jianing Chu, Ilya Lipkovich, Wenyu Ye, Shu Yang |
| 2025 | ICML | Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing. | Ke Zhu, Shu Yang, Xiaofei Wang |
| 2025 | IJCNLP | GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference. | Chao Zeng, Songwei Liu, Shu Yang, Fangmin Chen, Xing Mei, Lean Fu |
| 2025 | KDD | MentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance. | Jia Xu, Tianyi Wei, Bojian Hou, Patryk Orzechowski, Shu Yang, Ruochen Jin, Rachael Paulbeck, Joost B. Wagenaar, George Demiris, Li Shen |
| 2025 | LCN | CEDTS-RL: Towards Efficient and Green Cross-Geographical Data Centers based on Reinforcement Learning. | Shu Yang, Le Chen, Laizhong Cui, Fanpu Cao, Xiaolei Chang, Guowen Lun |
| 2024 | AISTATS | Positivity-free Policy Learning with Observational Data. | Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang |
| 2024 | ASPLOS | ZENO: A Type-based Optimization Framework for Zero Knowledge Neural Network Inference. | Boyuan Feng, Zheng Wang, Yuke Wang, Shu Yang, Yufei Ding |
| 2024 | EMNLP | DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. | Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen |
| 2024 | ICDCS | BCLB: A Scalable and Cooperative Layer-4 Load Balancer for Data Centers. | Shu Yang, Xinze Wu, Laizhong Cui |
| 2024 | ICML | Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model. | Chenyin Gao, Zhiming Zhang, Shu Yang |
| 2024 | INDIN | Research on Detection of Floating Objects on Water Surface Based on Faster-RCNN. | Penglin Wei, Liru Hua, Shu Yang, Liang Sun, Ruibo Tang, Pengying Zhou, Mo Chen |
| 2024 | Interspeech | Motion Based Audio-Visual Segmentation. | Jiahao Li, Miao Liu, Shu Yang, Jing Wang, Xiang Xie |
| 2024 | IWQoS | MAEON: An Efficient Weather-Aware Ocean Network Routing Scheme based on Multi-Agent Reinforcement Learning. | Shu Yang, Yaofeng Liu, Laizhong Cui, Runsu Zhu |
| 2024 | MICCAI | Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition. | Shu Yang, Luyang Luo, Qiong Wang, Hao Chen |
| 2024 | MICCAI | MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology. | Shu Yang, Yihui Wang, Hao Chen |
| 2024 | UAI | Inference for Optimal Linear Treatment Regimes in Personalized Decision-making. | Yuwen Cheng, Shu Yang |
| 2024 | Tencon | Characterization of Dynamic $R_{\text{ON}}$ in GaN HEMTs. | Shu Yang, Jiahong Du, Shaocheng Li |
| 2023 | HPCC | LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection. | Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu |
| 2023 | ICML | Multiply Robust Off-policy Evaluation and Learning under Truncation by Death. | Jianing Chu, Shu Yang, Wenbin Lu |
| 2023 | ICPADS | SOID: Towards an Efficient Incremental Deployment Scheme for Source Address Validation. | Shu Yang, Bingqian Song, Laizhong Cui |
| 2023 | MICCAI | Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis. | Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen |
| 2023 | UAI | Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator. | Yuwen Cheng, Lili Wu, Shu Yang |
| 2023 | VCIP | A prompt tuning method for few-shot action recognition. | Shu Yang, Yali Li, Shengjin Wang |
| 2022 | UIC | OSCO: An Efficient Segment Routing Scheme for Backup Path. | Shu Yang, Jiaming Li, Laizhong Cui |
| 2022 | USENIX | Faith: An Efficient Framework for Transformer Verification on GPUs. | Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding |
| 2021 | ICCV | Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation. | Shu Yang, Lu Zhang, Jinqing Qi, Huchuan Lu, Shuo Wang, Xiaoxing Zhang |
| 2020 | APWEB | Unsupervised Deep Hashing with Structured Similarity Learning. | Xuanrong Pang, Xiaojun Chen, Shu Yang, Feiping Nie |
| 2020 | ICTAI | SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization. | Boyuan Feng, Yuke Wang, Xu Li, Shu Yang, Xueqiao Peng, Yufei Ding |
| 2020 | VTC | A Multi-Timescale Load Balancing Approach in Vehicular Edge Computing. | Tao Lin, Quan Yuan, Jinglin Li, Shu Yang |
| 2019 | ICPADS | An Edge-Assisted Vehicle Routing Method Based on Game-Theoretic Multiagent Learning. | Bichuan Zhu, Jinglin Li, Quan Yuan, Jiawei Lu, Shu Yang |
| 2019 | ICTAI | Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout. | Kun Wan, Shu Yang, Boyuan Feng, Yufei Ding, Lingwei Xie |
| 2019 | IECON | A Novel Commutation Torque Ripple Suppression Method for Position Sensorless Brushless DC Motor Based on a SEPIC Converter. | Kaiqi Zhao, Shu Yang, Sheng Liu |
| 2017 | VCIP | An objective assessment method based on multi-level factors for panoramic videos. | Shu Yang, Junzhe Zhao, Tingting Jiang, Jing Wang, Tariq Rahim, Bo Zhang, Zhaoji Xu, Zesong Fei |
| 2016 | HPCC | Performance Events Based Full System Estimation on Application Power Consumption. | Shu Yang, Zhongzhi Luan, Binyang Li, Ge Zhang, Tianming Huang, Depei Qian |
| 2016 | LCN | An Efficiency Pipeline Processing Approach for OpenFlow Switch. | Zhenwei Wu, Yong Jiang, Shu Yang |
| 2016 | SNPD | A fingertips detection method based on the combination of centroid and Harris corner algorithm. | Jiajun Chen, Meng-meng Han, Shu Yang, Yuchun Chang |
| 2015 | ICPADS | An Adaptive and Compressive Data Gathering Scheme in Vehicular Sensor Networks. | Quan Yuan, Zhihan Liu, Jinglin Li, Shu Yang, Fangchun Yang |
| 2015 | IPCCC | Towards Controller Placement for robust Software-Defined Networks. | Sheng Guo, Shu Yang, Qi Li, Yong Jiang |
| 2014 | INFOCOM | Scalable forwarding tables for supporting flexible policies in enterprise networks. | Shu Yang, Mingwei Xu, Dan Wang, Gautier Bayzelon, Jianping Wu |
| 2012 | ICCCN | Source Address Filtering for Large Scale Network: A Cooperative Software Mechanism Design. | Shu Yang, Mingwei Xu, Dan Wang, Jianping Wu |
| 2012 | IVCNZ | The Ngongotaha river UDPS experiment: low-cost underwater dynamic stereo photogrammetry. | Yuk Hin Chan, Minh Nguyen, Alfonso Gastelum Strozzi, Shu Yang, Rui Gong, Ni Liu, Patrice Delmas, Georgy L. Gimel'farb, Stphane Bertin, Heide Friedrich |
| 2011 | CoNEXT | Source address filtering in large scale network: a cooperative software mechanism design. | Shu Yang, Mingwei Xu, Dan Wang, Jianping Wu |
| 2009 | HIS | On New Semantic of "Time" in Fuzzy Temporal Databases. | Liguo Deng, Shu Yang, Jianhui Wang, Shidong Yu |
| 2009 | HIS | A new Approach of Image Enhancement Based on Multi-scale Morphological Reconstruction. | Shu Yang, Cairong Wang, Liguo Deng |
| 2008 | ICNC | Scheme Optimization of the Underground Gas Storeroom by Proved AHP-FCE. | Qiang Li, Jin-Mei Li, Shu Yang |
| 2006 | ICPR | Regression Nearest Neighbor in Face Recognition. | Shu Yang, Chao Zhang |
| 2005 | CVPR | Fisher+Kernel Criterion for Discriminant Analysis. | Shu Yang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Chao Zhang |
| 2005 | ICMLC | An Edge Detection Method by Combining Fuzzy Logic and Neural Network. | Rong Wang, Li-qun Gao, Shu Yang, Yuhua Chai |