| 2025 | ACL | A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. | Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu |
| 2025 | ACL | DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions. | Chuanqi Cheng, Hongda Sun, Bo Du, Shuo Shang, Xinrong Hu, Rui Yan |
| 2025 | ACL | Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains. | Juntian Zhang, Chuanqi Cheng, Yuhan Liu, Wei Liu, Jian Luan, Rui Yan |
| 2025 | ICML | Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation. | Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan |
| 2025 | WWW | Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration. | Tao Tan, Quan Tu, Songhao Wu, Hongda Sun, Chuanqi Cheng, Weikai Xu, Rui Yan |
| 2024 | EMNLP | From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis. | Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan |
| 2024 | EMNLP | "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. | Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan |
| 2022 | ICDE | Scalable Motif Counting for Large-scale Temporal Graphs. | Zhongqiang Gao, Chuanqi Cheng, Yanwei Yu, Lei Cao, Chao Huang, Junyu Dong |