| 2026 | AAAI | FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning. | Yichen Li, Hang Su, Huifa Li, Haolin Yang, Xinlin Zhuang, Haochen Xue, Haozhao Wang, Imran Razzak |
| 2026 | AAAI | Data-Centric Sequential Recommendation with Relation-Augmented Generation. | Yichen Li, Yichen Tan, Yijing Shan, Haozhao Wang, Rui Zhang, Imran Razzak, Ruixuan Li |
| 2026 | AAAI | Unbiased Rectification for Sequential Recommender Systems Under Fake Orders. | Qiyu Qin, Yichen Li, Haozhao Wang, Cheng Wang, Rui Zhang, Ruixuan Li |
| 2026 | ACL | Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective. | Meifang Chen, Zhe Yang, Huang Nianchen, Yizhan Huang, Yichen Li, Zihan Li, Michael R. Lyu |
| 2026 | ACL | UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions. | Xiaoquan Yi, Haixing Wu, Haozhao Wang, Yichen Li, Yuhua Li, Rui Zhang, Ruixuan Li |
| 2026 | EuroSys | Proactive Change Risk Detection in Production Cloud Systems: ByteDance's Experience. | Jinyang Liu, Yichen Li, Tieying Zhang, Binbin Chen, Xiao He, Zhihan Jiang, Haipeng Zhang, Gang Wu, Yi Li |
| 2026 | ICDCS | Predicate-Agnostic Filtered ANNS for Low-Selectivity Hybrid Queries in FAISS. | Yichen Li, Junli Wang, Peiquan Jin, Xiaoniu Fang |
| 2026 | IWCMC | Adaptive UAV-Assisted Online Task Assignment for Mobile Crowdsensing. | Yichen Li, Zheng Yao, Baoxian Zhang, Cheng Li |
| 2026 | WWW | Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation. | Yulong Li, Zhixiang Lu, Peixin Guo, Simin Lai, Yuxuan Zhang, Haochen Xue, Xiwei Liu, Yichen Li, Zhaodong Wu, Feilong Tang, Mian Zhou, Chong Li, Imran Razzak, Qingxia Li, Jionglong Su |
| 2026 | WWW | Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification. | Xu Zhang, Peng Wang, Yichen Li, Wei Wang |
| 2025 | ACL | FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering. | Yichen Li, Zhiting Fan, Ruizhe Chen, Xiaotang Gai, Luqi Gong, Yan Zhang, Zuozhu Liu |
| 2025 | CHI | Fits like a Flex-Glove: Automatic Design of Personalized FPCB-Based Tactile Sensing Gloves. | Devin Murphy, Yichen Li, Crystal Elaine Owens, Layla Stanton, Paul Pu Liang, Yiyue Luo, Antonio Torralba, Wojciech Matusik |
| 2025 | DSN | LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms. | Zhihan Jiang, Rui Ren, Guangba Yu, Yulun Wu, Wenwei Gu, Yichen Li, Yujie Huang, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu |
| 2025 | HCI | Research on the Design of Cultural and Creative APP for Intangible Cultural Heritage Museums from the Perspective of Personalized Customization. | Yutong Song, Yichen Li, Yue Zeng |
| 2025 | HCI | Research on Innovative Design of Campus Furniture in Primary and Secondary Schools from the Perspective of Human-Computer Interaction. | Wanli Xing, Yichen Li, Peiyang Yu, Binyu Chen, Shuo Liu |
| 2025 | ICCV | MultiModal Action Conditioned Video Simulation. | Yichen Li, Antonio Torralba |
| 2025 | ICML | FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence. | Yichen Li, Yuying Wang, Haozhao Wang, Yining Qi, Tianzhe Xiao, Ruixuan Li |
| 2025 | IROS | Learning Generalizable Language-Conditioned Cloth Manipulation from Long Demonstrations. | Hanyi Zhao, Jinxuan Zhu, Zihao Yan, Yichen Li, Yuhong Deng, Xueqian Wang |
| 2025 | ICSE | COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge. | Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu |
| 2025 | NAACL | Identifying and Mitigating Social Bias Knowledge in Language Models. | Ruizhe Chen, Yichen Li, Jianfei Yang, Yang Feng, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu |
| 2025 | WWW | Personalized Federated Recommendation for Cold-Start Users via Adaptive Knowledge Fusion. | Yichen Li, Yijing Shan, Yi Liu, Haozhao Wang, Wei Wang, Yi Wang, Ruixuan Li |
| 2024 | CogSci | Backward reasoning through AND/OR trees to solve problems. | Jeroen Olieslagers, Zahy Bnaya, Yichen Li, Wei Ji Ma |
| 2024 | CVPR | Category-Level Multi-Part Multi-Joint 3D Shape Assembly. | Yichen Li, Kaichun Mo, Yueqi Duan, He Wang, Jiequan Zhang, Lin Shao, Wojciech Matusik, Leonidas J. Guibas |
| 2024 | CVPR | Towards Efficient Replay in Federated Incremental Learning. | Yichen Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Wenliang Zhong, Guannan Zhang |
| 2024 | ECCV | Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching. | Yichen Li, Wenchao Xu, Haozhao Wang, Yining Qi, Jingcai Guo, Ruixuan Li |
| 2024 | HPCC | FedTA: Unsupervised Federated Prototype Learning with Temperature Adaptation. | Juan Zhao, Xiaoquan Yi, Ruixuan Li, Yuhua Li, Haozhao Wang, Yichen Li, Zhiying Deng, Zijun Xu |
| 2024 | ICA3PP | FEDNPAIT: Federated Learning with NADAM and PADAM for Instruction Tuning. | Zhipeng Gao, Yichen Li, Xinlei Yu |
| 2024 | ICLR | Learning to Jointly Understand Visual and Tactile Signals. | Yichen Li, Yilun Du, Chao Liu, Chao Liu, Francis Williams, Michael Foshey, Benjamin Eckart, Jan Kautz, Joshua B. Tenenbaum, Antonio Torralba, Wojciech Matusik |
| 2024 | ICLR | FedCDA: Federated Learning with Cross-rounds Divergence-aware Aggregation. | Haozhao Wang, Haoran Xu, Yichen Li, Yuan Xu, Ruixuan Li, Tianwei Zhang |
| 2024 | ICML | Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms. | Yichen Li, Chicheng Zhang |
| 2024 | INDIN | Performance Analysis of the Double-layer Permanent Magnet Rotor Flux Adjustable PMC With Slotted Conductor Rotor. | Hailiang Cai, Yichen Li, Mengmeng Tian, Yueyang Li, Pu Zhao |
| 2024 | ICRA | ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility. | Yunsheng Tian, Karl D. D. Willis, Bassel Al Omari, Jieliang Luo, Pingchuan Ma, Yichen Li, Farhad Javid, Edward Gu, Joshua Jacob, Shinjiro Sueda, Hui Li, Sachin Chitta, Wojciech Matusik |
| 2024 | ICSE | FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. | Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu |
| 2024 | ISSTA | A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We? | Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu |
| 2024 | ISSTA | Face It Yourselves: An LLM-Based Two-Stage Strategy to Localize Configuration Errors via Logs. | Shiwen Shan, Yintong Huo, Yuxin Su, Yichen Li, Dan Li, Zibin Zheng |
| 2023 | ACML | Detecting and Repairing Deviated Outputs of Compressed Models. | Yichen Li, Qi Pang, Dongwei Xiao, Zhibo Liu, Shuai Wang |
| 2023 | CVPR | DaFKD: Domain-aware Federated Knowledge Distillation. | Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng |
| 2023 | CVPR | Improving the Transferability of Adversarial Samples by Path-Augmented Method. | Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu |
| 2023 | ICML | Learning Preconditioners for Conjugate Gradient PDE Solvers. | Yichen Li, Peter Yichen Chen, Tao Du, Wojciech Matusik |
| 2023 | MICCAI | Clinical Trial Histology Image Based End-to-End Biomarker Expression Levels Prediction and Visualization Using Constrained GANs. | Wei Zhao, Bozhao Qi, Yichen Li, Roger Trullo, Elham Attieh, Anne-Laure Bauchet, Qi Tang, Etienne Pochet |
| 2023 | SEKE | An Efficient Design Smell Detection Approach with Inter-class Relation (S). | Hao Zhu, Yichen Li, Jie Li, Xiaofang Zhang |
| 2022 | SEKE | Multi-Label Code Smell Detection with Hybrid Model based on Deep Learning. | Yichen Li, Xiaofang Zhang |
| 2020 | ECCV | Learning 3D Part Assembly from a Single Image. | Yichen Li, Kaichun Mo, Lin Shao, Minhyuk Sung, Leonidas J. Guibas |
| 2020 | ECCV | Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation. | Xingchao Peng, Yichen Li, Kate Saenko |
| 2020 | NPC | Towards Optimizing Deduplication on Persistent Memory. | Yichen Li, Kewen He, Gang Wang, Xiaoguang Liu |
| 2019 | CogSci | Predicting human decisions in a sequential planning puzzle with a large state space. | Yichen Li, Zahy Bnaya, Wei Ji Ma |
| 2018 | UIST | Self-Powered Gesture Recognition with Ambient Light. | Yichen Li, Tianxing Li, Ruchir A. Patel, Xing-Dong Yang, Xia Zhou |
| 2015 | GLOBECOM | Nonlinear Distortion in SPAD-Based Optical OFDM Systems. | Yichen Li, Majid Safari, Robert K. Henderson, Harald Haas |
| 2015 | VCIP | Spatio-temporal quality pooling adaptive to distortion distribution and visual attention. | Yichen Li, Xiaoqiang Guo, Haiying Wang |
| 2014 | GLOBECOM | Single photon avalanche diode (SPAD) VLC system and application to downhole monitoring. | Yichen Li, Stefan Videv, Mohamed M. Abdallah, Khalid A. Qaraqe, Murat Uysal, Harald Haas |
| 2013 | PIMRC | Non-DC-biased OFDM with Optical Spatial Modulation. | Yichen Li, Dobroslav Tsonev, Harald Haas |
| 2011 | CW | ESimp: Error-Controllable Simplification with Feature Preservation for Surface Reconstruction. | Mingqiang Wei, Yichen Li, Jianhuang Wu, Mingyong Pang |