| 2026 | IWQoS | It Takes Two: Embracing Sparsity and Speculative Decoding for Efficient LLM Inference. | Haolin Chu, Changyu Chen, Wei Liu, Jian Luan, Jiabin Deng, Liang Liu, Huadong Ma, Xiaolong Zheng |
| 2025 | ICLR | Bootstrapping Language Models with DPO Implicit Rewards. | Changyu Chen, Zichen Liu, Chao Du, Tianyu Pang, Qian Liu, Arunesh Sinha, Pradeep Varakantham, Min Lin |
| 2025 | IJCNN | Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling. | Hritaban Ghosh, Changyu Chen, Arunesh Sinha, Shamik Sural |
| 2025 | NAACL | Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning. | Wenjun Li, Changyu Chen, Pradeep Varakantham |
| 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 | CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. | Jixiang Hong, Quan Tu, Changyu Chen, Gao Xing, Ji Zhang, Rui Yan |
| 2024 | ACL | Prototypical Reward Network for Data-Efficient RLHF. | Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu |
| 2024 | WSDM | Empathetic Response Generation with Relation-aware Commonsense Knowledge. | Changyu Chen, Yanran Li, Chen Wei, Jianwei Cui, Bin Wang, Rui Yan |
| 2023 | GLOBECOM | Multi-UAV-Enabled Integrated Sensing and Communications: Joint UAV Placement and Power Control. | Weihang Ding, Changyu Chen, Yuan Fang, Ling Qiu, Xinmin Li, Xin Wang, Jie Xu |
| 2023 | ICML | Semi-Offline Reinforcement Learning for Optimized Text Generation. | Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jie Cao, Yi Liu, Rui Yan |
| 2022 | AAAI | Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models. | Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha |
| 2022 | KDD | Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. | Changyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie, Rui Yan |
| 2021 | ACL | A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations. | Chongyang Tao, Changyu Chen, Jiazhan Feng, Ji-Rong Wen, Rui Yan |