| 2026 | AAAI | Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models. | Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang |
| 2026 | EACL | SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM System. | Zijie Wang, Xinyu Yan, Che Wang, Zihao Zeng, Lei Xiao, Wei Yang Bryan Lim |
| 2026 | ICPR | HGDL: Holistic Graph Distribution Learner for High-Fidelity Small Graph Generation. | Haoyu Wang, Zheng Wang, Xinyu Yan, Meijun Sun |
| 2025 | CVPR | Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images. | Jiuchen Chen, Xinyu Yan, Qizhi Xu, Kaiqi Li |
| 2025 | ICCV | LawDIS: Language-Window-Based Controllable Dichotomous Image Segmentation. | Xinyu Yan, Meijun Sun, Ge-Peng Ji, Fahad Shahbaz Khan, Salman Khan, Deng-Ping Fan |
| 2025 | IJCAI | Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space. | Xiren Zhou, Shikang Liu, Xinyu Yan, Xiangyu Wang, Huanhuan Chen |
| 2024 | IJCAI | Disentangling Domain and General Representations for Time Series Classification. | Youmin Chen, Xinyu Yan, Yang Yang, Jianfeng Zhang, Jing Zhang, Lujia Pan, Juren Li |
| 2023 | BMVC | A Multi-step Fusion Network Based on Environmental Knowledge Graph for Camouflaged Object Detection. | Zheng Wang, Wenjun Huang, Ruoxun Su, Xinyu Yan, Meijun Sun |
| 2017 | IJCAI | Semi-Supervised Deep Hashing with a Bipartite Graph. | Xinyu Yan, Lijun Zhang, Wu-Jun Li |
| 2012 | KDD | PatentMiner: topic-driven patent analysis and mining. | Jie Tang, Bo Wang, Yang Yang, Po Hu, Yanting Zhao, Xinyu Yan, Bo Gao, Minlie Huang, Peng Xu, Weichang Li, Adam K. Usadi |