| 2026 | ACL | Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data. | Zhenwen Liang, Yujun Zhou, Sidi Lu, Xiangliang Zhang, Haitao Mi, Dong Yu |
| 2026 | ACL | Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning. | Haolin Liu, Dian Yu, Sidi Lu, Yujun Zhou, Rui Liu, Zhenwen Liang, Haitao Mi, Chen-Yu Wei, Dong Yu |
| 2025 | EMNLP | Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification. | Hongfei Du, Jiacheng Shi, Jacobo Myerston, Sidi Lu, Gang Zhou, Ashley Gao |
| 2025 | Interspeech | EAA: Emotion-Aware Audio Large Language Models with Dual Cross-Attention and Context-Aware Instruction Tuning. | Hongfei Du, Sidi Lu, Gang Zhou, Ye Gao |
| 2025 | VTC | Incremental Over-the-Air Update for Software-Defined Vehicles with C-V2X. | Yichen Luo, Sidi Lu |
| 2025 | SENSYS | Mitigating In-Transit Vision Noise for Enhanced Vehicle Safety. | Yichen Luo, Junzhou Chen, Xinyu Chen, Sidi Lu |
| 2024 | ICML | DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models. | Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng |
| 2024 | ICML | Open-Domain Text Evaluation via Contrastive Distribution Methods. | Sidi Lu, Hongyi Liu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng |
| 2022 | WACV | SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection. | Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulos, Sidi Lu, Weisong Shi, Xiang Chen |
| 2020 | FAST | Making Disk Failure Predictions SMARTer! | Sidi Lu, Bing Luo, Tirthak Patel, Yongtao Yao, Devesh Tiwari, Weisong Shi |
| 2019 | ICDCS | OpenEI: An Open Framework for Edge Intelligence. | Xingzhou Zhang, Yifan Wang, Sidi Lu, Liangkai Liu, Lanyu Xu, Weisong Shi |
| 2019 | ICML | Neurally-Guided Structure Inference. | Sidi Lu, Jiayuan Mao, Joshua B. Tenenbaum, Jiajun Wu |
| 2019 | ICML | CoT: Cooperative Training for Generative Modeling of Discrete Data. | Sidi Lu, Lantao Yu, Siyuan Feng, Yaoming Zhu, Weinan Zhang |
| 2018 | AAAI | Long Text Generation via Adversarial Training with Leaked Information. | Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang |
| 2018 | SIGIR | Texygen: A Benchmarking Platform for Text Generation Models. | Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, Yong Yu |