| 2026 | ACL | UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning. | Xiaolong Wei, Zerun Zhu, Simin Niu, Xingyu Zhang, Peiying Yu, Changxuan Xiao, Yuchen Li, Jicheng Yang, Zhejun Zhao, Chong Meng, Long Xia, Daiting Shi |
| 2025 | ACL | Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning. | Peiying Yu, Guoxin Chen, Jingjing Wang |
| 2025 | ICML | C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation. | Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan |
| 2025 | WCNC | Multi-UAV Collaborative Live Broadcast Task Assignment Based on the Improved Wolf Pack Algorithm. | Ming Yan, Peiying Yu, Yuxuan Zhang, Chaohui Lv, Hui Ren, Chunguo Li |
| 2025 | WWW | Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM. | Junxiao Ma, Jingjing Wang, Jiamin Luo, Peiying Yu, Guodong Zhou |
| 2024 | CIKM | FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks. | Guoxin Chen, Fangda Guo, Yongqing Wang, Yanghao Liu, Peiying Yu, Huawei Shen, Xueqi Cheng |