| 2025 | ACL | Learning to Reason from Feedback at Test-Time. | Yanyang Li, Michael R. Lyu, Liwei Wang |
| 2025 | ACL | C²LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation. | Yanyang Li, Tin Long Wong, Cheung To Hung, Jianqiao Zhao, Duo Zheng, Ka Wai Liu, Michael R. Lyu, Liwei Wang |
| 2024 | ACL | Making Long-Context Language Models Better Multi-Hop Reasoners. | Yanyang Li, Shuo Liang, Michael R. Lyu, Liwei Wang |
| 2023 | AAAI | SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. | Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang |
| 2023 | ACL | MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning. | Yongfeng Huang, Yanyang Li, Yichong Xu, Lin Zhang, Ruyi Gan, Jiaxing Zhang, Liwei Wang |
| 2023 | EMNLP | Learning Preference Model for LLMs via Automatic Preference Data Generation. | Shijia Huang, Jianqiao Zhao, Yanyang Li, Liwei Wang |
| 2023 | EMNLP | CLEVA: Chinese Language Models EVAluation Platform. | Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang |
| 2023 | ICCV | VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control. | Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang |
| 2022 | ACL | S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. | Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li |
| 2022 | ACL | Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. | Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang |
| 2022 | EMNLP | Multi-Path Transformer is Better: A Case Study on Neural Machine Translation. | Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu |
| 2022 | EMNLP | Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation. | Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang |
| 2022 | EMNLP | FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. | Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang |
| 2021 | AAAI | An Efficient Transformer Decoder with Compressed Sub-layers. | Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu |
| 2021 | ACL | Weight Distillation: Transferring the Knowledge in Neural Network Parameters. | Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu |
| 2021 | ACL | Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders. | Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu |
| 2021 | EMNLP | Bag of Tricks for Optimizing Transformer Efficiency. | Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu |
| 2021 | PIMRC | A Cooperative Multi-RSU Caching Scheme in Vehicular Networks With Fountain Codes. | Yanyang Li, Qinghe Du |
| 2020 | AAAI | Neural Machine Translation with Joint Representation. | Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu |
| 2020 | COLING | A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction. | Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu |
| 2020 | IJCAI | Towards Fully 8-bit Integer Inference for the Transformer Model. | Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu |
| 2018 | ACL | A Simple and Effective Approach to Coverage-Aware Neural Machine Translation. | Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu, Jingbo Zhu |
| 2018 | COLING | Multi-layer Representation Fusion for Neural Machine Translation. | Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu |
| 2017 | ICONIP | Application of Data Augmentation Methods to Unmanned Aerial Vehicle Monitoring System for Facial Camouflage Recognition. | Yanyang Li, Sanqing Hu, Wenhao Huang, Jianhai Zhang |
| 2017 | ICONIP | Recognition of Voluntary Blink and Bite Base on Single Forehead EMG. | Jianhai Zhang, Wenhao Huang, Shaokai Zhao, Yanyang Li, Sanqing Hu |