| 2026 | AAAI | Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection. | Li Sun, Lanxu Yang, Jiayu Tian, Bowen Fang, Xiaoyan Yu, Junda Ye, Peng Tang, Hao Peng, Philip S. Yu |
| 2026 | AAAI | Disentangled Hypergraph-Guided Mamba Scanning for Fine-Grained Visual Recognition. | Zhongwei Xiong, Hao Wang, Xiaoyan Yu, Lingling Li, Xuezhuan Zhao, Taisong Jin |
| 2026 | AAAI | Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection. | Zhiwei Yang, Haimei Qin, Xiaoyan Yu, Hao Peng, Lei Jiang, Li Sun, Zhiqin Yang |
| 2026 | ACL | Editing the Moving World: Model Editing for Video LLMs. | Qian Zhang, Xinye Li, Xiaokai Wu, Junhao Xu, Zhanyue Qin, Qingbin Liu, Junxian Cai, Xi Chen, Bolin Zhang, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui |
| 2026 | WSDM | Label-Free Contrastive Learning for Open-World Multimodal Social Event Detection. | Zhiwei Yang, Haimei Qin, Hao Peng, Xiaoyan Yu, Li Sun, Lei Jiang |
| 2025 | AAAI | Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space. | Xiaoyan Yu, Yifan Wei, Shuaishuai Zhou, Zhiwei Yang, Li Sun, Hao Peng, Liehuang Zhu, Philip S. Yu |
| 2025 | APWEB | SocialED: A Python Library for Social Event Detection. | Kun Zhang, Xiaoyan Yu, Pu Li, Hao Peng, Philip S. Yu |
| 2025 | CIKM | Advanced News Event Clustering via Topic Enhanced Modeling with Multi-Aspect Contrastive Learning. | Hang Yang, Xiaoyan Yu, Dianbo Sui |
| 2025 | COLING | Multi-View Incongruity Learning for Multimodal Sarcasm Detection. | Diandian Guo, Cong Cao, Fangfang Yuan, Yanbing Liu, Guangjie Zeng, Xiaoyan Yu, Hao Peng, Philip S. Yu |
| 2025 | ICASSP | Homogeneous Graph Extraction: An Approach to Learning Heterogeneous Graph Embedding. | Shihao Gao, Xiaoyan Yu, Yu Cai, Xulong Zhang, Jianzong Wang, Taisong Jin |
| 2025 | IJCAI | SetKE: Knowledge Editing for Knowledge Elements Overlap. | Yifan Wei, Xiaoyan Yu, Ran Song, Hao Peng, Angsheng Li |
| 2024 | CIKM | Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction. | Kun Peng, Lei Jiang, Qian Li, Haoran Li, Xiaoyan Yu, Li Sun, Shuo Sun, Yanxian Bi, Hao Peng |
| 2024 | CIKM | Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models. | Yifan Wei, Xiaoyan Yu, Yixuan Weng, Huanhuan Ma, Yuanzhe Zhang, Jun Zhao, Kang Liu |
| 2024 | CIKM | Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection. | Zhiwei Yang, Yuecen Wei, Haoran Li, Qian Li, Lei Jiang, Li Sun, Xiaoyan Yu, Chunming Hu, Hao Peng |
| 2024 | CIKM | DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism. | Xiaoyan Yu, Yifan Wei, Pu Li, Shuaishuai Zhou, Hao Peng, Li Sun, Liehuang Zhu, Philip S. Yu |
| 2024 | EMNLP | UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models. | Zhanyue Qin, Haochuan Wang, Deyuan Liu, Ziyang Song, Cunhang Fan, Zhao Lv, Jinlin Wu, Zhen Lei, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui |
| 2024 | EMNLP | Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent. | Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei, Yiming Huang, Hao Peng, Liehuang Zhu |
| 2023 | EMNLP | MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models. | Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu |
| 2023 | HPCA | MPress: Democratizing Billion-Scale Model Training on Multi-GPU Servers via Memory-Saving Inter-Operator Parallelism. | Quan Zhou, Haiquan Wang, Xiaoyan Yu, Cheng Li, Youhui Bai, Feng Yan, Yinlong Xu |
| 2022 | IJCNN | Improving the Semantic Consistency of Textual Adversarial Attacks via Prompt. | Xiaoyan Yu, Qilei Yin, Zhixin Shi, Yuru Ma |
| 2021 | ICCV | How Shift Equivariance Impacts Metric Learning for Instance Segmentation. | Josef Lorenz Rumberger, Xiaoyan Yu, Peter Hirsch, Melanie Dohmen, Vanessa Emanuela Guarino, Ashkan Mokarian, Lisa Mais, Jan Funke, Dagmar Kainmueller |
| 2021 | ISCC | An Effective and Efficient Method for Word-Level Textual Adversarial Attack. | Zhixin Shi, Yuru Ma, Xiaoyan Yu |
| 2018 | LREC | The UIR Uncertainty Corpus for Chinese: Annotating Chinese Microblog Corpus for Uncertainty Identification from Social Media. | Binyang Li, Jun Xiang, Le Chen, Xu Han, Xiaoyan Yu, Ruifeng Xu, Tengjiao Wang, Kam-Fai Wong |
| 2017 | DCC | Optimization of LIS and LIP Encoding for SPIHT-Based Image Compression. | Heting Nie, Xianwei Rong, Xiaoyan Yu |
| 2014 | ICRA | Dynamic modeling and control of a free-flying space robot with flexible-link and flexible-joints. | Xiaoyan Yu, Li Chen |
| 2008 | ICIP | Pseudo disparity based stereo image coding. | Xiaoyan Yu, Xianwei Rong |
| 2007 | SIGCSE | Towards a syllabus repository for computer science courses. | Manas Tungare, Xiaoyan Yu, William Cameron, GuoFang Teng, Manuel A. Prez-Quiones, Lillian N. Cassel, Weiguo Fan, Edward A. Fox |
| 2005 | CIKM | Connecting topics in document collections with stepping stones and pathways. | Fernando Adrian Das Neves, Edward A. Fox, Xiaoyan Yu |
| 2005 | ICIP | Image compression based on BTC-DPCM and its data-driven parallel implementation. | Xiaoyan Yu, Makoto Iwata |