| 2026 | ACL | One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement. | Yixiao Zhou, Dongzhou Cheng, Zhiliang Wu, Yi Yang, Yu Cheng, Hehe Fan |
| 2026 | KDD | Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-task Learning. | Ziyu Zhao, Yixiao Zhou, Xin Yu, Zhi Zhang, Didi Zhu, Tao Shen, Zexi Li, Jinluan Yang, Xuwu Wang, Jing Su, Kun Kuang, Zhongyu Wei, Fei Wu, Yu Cheng |
| 2026 | WWW | IACLR: Intention Alignment via Contrastive Learning for Bipartite Graph Recommendation. | Huiying Hu, Tuo Wang, Yixiao Zhou, Xiaoqing Lyu |
| 2025 | EMNLP | Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs. | Yixiao Zhou, Ziyu Zhao, Dongzhou Cheng, Zhiliang Wu, Jie Gui, Yi Yang, Fei Wu, Yu Cheng, Hehe Fan |
| 2025 | ICDAR | Multimodal Content Alignment with LLM for Visual Presentation of Papers. | Huiying Hu, Zhicheng He, Yixiao Zhou, Tongwei Zhang, Xiaoqing Lyu |
| 2025 | ICDAR | SSSI: Self-prompted Segmentation of Scientific Illustrations. | Tuo Wang, Yixiao Zhou, Tongwei Zhang, Zhicheng He, Yumeng Zhao, Xiaoqing Lyu |
| 2025 | ICLR | OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents. | Zhaolin Hu, Yixiao Zhou, Zhongan Wang, Xin Li, Weimin Yang, Hehe Fan, Yi Yang |
| 2025 | SIGIR | Improving Link Sign Prediction in Signed Bipartite Graphs via Balanced Line Graphs. | Hongxiang Lin, Yixiao Zhou, Huiying Hu, Xiaoqing Lyu |
| 2025 | SIGIR | Multi-Interest Matching for Personalized News Recommendation with Large Language Models. | Hongxiang Lin, Yixiao Zhou, Huiying Hu, Xiaoqing Lyu |