| 2026 | ACL | Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers. | Songhao Wu, Ang Lv, Ruobing Xie, Samm Sun, Di Wang, Rui Yan, Yankai Lin |
| 2026 | ACL | Data Pollination: An Emergent Ecological Process Driving AI Population Evolution. | Shufang Xie, Qizhi Pei, Ang Lv, Jingyang Hu, Lijun Wu, Rui Yan |
| 2026 | ACL | StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. | Kaiyi Zhang, Ang Lv, Jinpeng Li, Yongbo Wang, Feng Wang, Haoyuan Hu, Rui Yan |
| 2025 | ACL | HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation. | Yuhan Chen, Ang Lv, Jian Luan, Bin Wang, Wei Liu |
| 2025 | ACL | More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. | Xiaoqing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Jian Luan, Shuo Shang, Xiuying Chen, Rui Yan |
| 2025 | ICML | Autonomy-of-Experts Models. | Ang Lv, Ruobing Xie, Yining Qian, Songhao Wu, Xingwu Sun, Zhanhui Kang, Di Wang, Rui Yan |
| 2025 | IJCAI | GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework. | Ang Lv, Xu Tan, Peiling Lu, Wei Ye, Shikun Zhang, Jiang Bian, Rui Yan |
| 2025 | NAACL | Language Models "Grok" to Copy. | Ang Lv, Ruobing Xie, Xingwu Sun, Zhanhui Kang, Rui Yan |
| 2025 | WWW | Untitled record | Tao Tan, Yining Qian, Ang Lv, Hongzhan Lin, Songhao Wu, Yongbo Wang, Feng Wang, Jingtong Wu, Xin Lu, Rui Yan |
| 2024 | ACL | Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. | Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan |
| 2024 | ACL | Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. | Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li |
| 2024 | ACL | Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning. | Kaiyi Zhang, Ang Lv, Yuhan Chen, Hansen Ha, Tao Xu, Rui Yan |
| 2024 | EMNLP | Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. | Zhuocheng Gong, Ang Lv, Jian Guan, Wei Wu, Huishuai Zhang, Minlie Huang, Dongyan Zhao, Rui Yan |
| 2024 | EMNLP | An Analysis and Mitigation of the Reversal Curse. | Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan |
| 2024 | IJCAI | Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation. | Ang Lv, Xu Tan, Tao Qin, Tie-Yan Liu, Rui Yan |
| 2023 | ACL | Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. | Ang Lv, Jinpeng Li, Shufang Xie, Rui Yan |
| 2023 | ACL | DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. | Ang Lv, Jinpeng Li, Yuhan Chen, Gao Xing, Ji Zhang, Rui Yan |
| 2022 | ICLR | Target-Side Input Augmentation for Sequence to Sequence Generation. | Shufang Xie, Ang Lv, Yingce Xia, Lijun Wu, Tao Qin, Tie-Yan Liu, Rui Yan |