| 2026 | ACL | Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation. | Le Chen, Nuo Xu, Winson Chen, Bin Lei, Pei-Hung Lin, Dunzhi Zhou, Rajeev Thakur, Caiwen Ding, Ali Jannesari, Chunhua Liao |
| 2026 | ACL | ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation. | Erel Kaplan, Tomer Bitan, Lian Ghrayeb, Le Chen, Tom Yotam, Niranjan Hasabnis, Gal Oren |
| 2025 | CLOUD | Understanding Diffusion Model Serving in Production: A Top-Down Analysis of Workload, Scheduling, and Resource Efficiency. | Yanying Lin, Shuaipeng Wu, Shutian Luo, Hong Xu, Haiying Shen, Chong Ma, Min Shen, Le Chen, Chengzhong Xu, Lin Qu, Kejiang Ye |
| 2025 | CLUSTER | Rock: Serving Multimodal Models in Cloud with Heterogeneous-Aware Resource Orchestration for Thousands of LoRA Adapters. | Shuaipeng Wu, Yanying Lin, Shijie Peng, Wenyan Chen, Chong Ma, Min Shen, Le Chen, Chengzhong Xu, Kejiang Ye |
| 2025 | FedCSIS | Multi-Source Feature Fusion and Neural Embedding for Predicting Chess Puzzle Difficulty. | Haitao Xiao, Daiyuan Yu, Xuegang Wen, Le Chen, Kun Fu |
| 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 |
| 2025 | NAACL | AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs. | Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D. Phan, Le Chen, Mihai Capota, Theodore L. Willke, Nesreen K. Ahmed, Ali Jannesari |
| 2025 | SC | Evaluation of Test-Time Compute Constraints on Safety and Skill Large Reasoning Models. | Adarsha Balaji, Le Chen, Rajeev Thakur, Franck Cappello, Sandeep Madireddy |
| 2025 | SC | FIRST: Federated Inference Resource Scheduling Toolkit for Scientific AI Model Access. | Aditya Tanikanti, Benot Ct, Yanfei Guo, Le Chen, Nicholaus Saint, Ryan Chard, Ken Raffenetti, Rajeev Thakur, Thomas D. Uram, Ian T. Foster, Michael E. Papka, Venkatram Vishwanath |
| 2025 | USENIX | μEFI: A Microkernel-Style UEFI with Isolation and Transparency. | Le Chen, Yiyang Wu, Jinyu Gu, Yubin Xia, Haibo Chen |
| 2025 | SOSP | Characterizing Mobile SoC for Accelerating Heterogeneous LLM Inference. | Le Chen, Dahu Feng, Erhu Feng, Yingrui Wang, Rong Zhao, Yubin Xia, Pinjie Xu, Haibo Chen |
| 2024 | CoRL | RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands. | Yi Zhao, Le Chen, Jan Schneider, Quankai Gao, Juho Kannala, Bernhard Schlkopf, Joni Pajarinen, Dieter Bchler |
| 2024 | CVPR | LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry. | Weirong Chen, Le Chen, Rui Wang, Marc Pollefeys |
| 2024 | EuroPar | OMPGPT: A Generative Pre-trained Transformer Model for OpenMP. | Le Chen, Arijit Bhattacharjee, Nesreen K. Ahmed, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Ali Jannesari |
| 2024 | ICLR | Identifying Policy Gradient Subspaces. | Jan Schneider, Pierre Schumacher, Simon Guist, Le Chen, Daniel F. B. Haeufle, Bernhard Schlkopf, Dieter Bchler |
| 2024 | ICRA | Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization. | Le Chen, Weirong Chen, Rui Wang, Marc Pollefeys |
| 2023 | OSDI | Encrypted Databases Made Secure Yet Maintainable. | Mingyu Li, Xuyang Zhao, Le Chen, Cheng Tan, Huorong Li, Sheng Wang, Zeyu Mi, Yubin Xia, Feifei Li, Haibo Chen |
| 2023 | SC | Data Race Detection Using Large Language Models. | Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao |
| 2023 | SC | HPC-GPT: Integrating Large Language Model for High-Performance Computing. | Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du |
| 2022 | ICRA | Unified Data Collection for Visual-Inertial Calibration via Deep Reinforcement Learning. | Yunke Ao, Le Chen, Florian Tschopp, Michel Breyer, Roland Siegwart, Andrei Cramariuc |
| 2022 | ICTAI | Speech Signal Analysis of Autistic Children Based on Time-Frequency Domain Distinguishing Feature Extraction. | Le Chen, Chao Zhang, Xiangping Gao |
| 2020 | CoRL | Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning. | Le Chen, Yunke Ao, Florian Tschopp, Andrei Cramariuc, Michel Breyer, Jen Jen Chung, Roland Siegwart, Csar Cadena |
| 2018 | CHI | Investigating the Impact of Gender on Rank in Resume Search Engines. | Le Chen, Ruijun Ma, Anik Hannk, Christo Wilson |
| 2018 | LREC | The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media. | Binyang Li, Jun Xiang, Le Chen, Xu Han, Xiaoyan Yu, Ruifeng Xu, Tengjiao Wang, Kam-Fai Wong |
| 2018 | WWW | On Ridesharing Competition and Accessibility: Evidence from Uber, Lyft, and Taxi. | Shan Jiang, Le Chen, Alan Mislove, Christo Wilson |
| 2016 | WWW | An Empirical Analysis of Algorithmic Pricing on Amazon Marketplace. | Le Chen, Alan Mislove, Christo Wilson |
| 2015 | IMC | Peeking Beneath the Hood of Uber. | Le Chen, Alan Mislove, Christo Wilson |
| 2013 | ADMA | A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises. | Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen |
| 2012 | INFOCOM | PReFilter: An efficient privacy-preserving Relay Filtering scheme for delay tolerant networks. | Rongxing Lu, Xiaodong Lin, Tom H. Luan, Xiaohui Liang, Xu Li, Le Chen, Xuemin Shen |
| 2011 | GLOBECOM | EPF: An Event-Aided Packet Forwarding Protocol for Privacy-Preserving Mobile Healthcare Social Networks. | Le Chen, Zhenfu Cao, Rongxing Lu, Xiaohui Liang, Xuemin Shen |
| 2008 | ISKE | The implementation and application of programming port communication between industry PC and Mitsubishi FX series PLC. | Jian Sun, Peng Lu, Yaqiong Fu, Ruixiang Liu, Le Chen |
| 2007 | ISNN | Self-tuning PID Temperature Controller Based on Flexible Neural Network. | Le Chen, Baoming Ge, Anbal T. de Almeida |
| 2006 | CIKM | Ranking web objects from multiple communities. | Le Chen, Lei Zhang, Feng Jing, Kefeng Deng, Wei-Ying Ma |
| 2005 | ECIR | AP-Based Borda Voting Method for Feature Extraction in TRECVID-2004. | Le Chen, Dayong Ding, Dong Wang, Fuzong Lin, Bo Zhang |
| 2005 | ECIR | Temporal Shot Clustering Analysis for Video Concept Detection. | Dayong Ding, Le Chen, Bo Zhang |
| 2005 | ICASSP | Two kinds of timing cues and their usage in concept detection in news video. | Dong Wang, Dayong Ding, Le Chen, Shen Zhang, Fuzong Lin, Bo Zhang |