Yang Liu (柳阳)

Yang Liu (柳阳)

ICT, CAS

💻 Full List of Publications

🐍 2025

  • Zhiyu Guo, Yang Liu, Xiang Ao and Qing He. GRASP: Differentially Private Graph Reconstruction Defense with Structured Perturbation. In Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 Pages 767-777 (KDD2025). https://doi.org/10.1145/3711896.3736992

  • Yuanhao Ding, Yang Liu, Yugang Ji, Weigao Wen, Qing He, Xiang Ao. SPEAR: A Structure-Preserving Manipulation Method for Graph Backdoor Attacks. Proceedings of the ACM on Web Conference 2025, 1237 - 1247. https://doi.org/10.1145/3696410.3714665

  • Junhong Lian, Xiang Ao, Xinyu Liu, Yang Liu and Qing He. Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation. Companion Proceedings of the ACM on Web Conference 2025, Pages 1109 - 1112. https://doi.org/10.1145/3701716.3715539

  • Qi Yuan, Yang Liu, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He, Xiang Ao. Dynamic Graph Learning with Static Relations for Credit Risk Assessment. Proceedings of the AAAI Conference on Artificial Intelligence, 39(12), 13133-13141, 2025. https://doi.org/10.1609/aaai.v39i12.33433

  • Yang Liu, Zikun Zhang, Xiang Ao, Lingxiang Tian and Qing He. OFTEN: Graph Invariant Learning via Soft Environment Inference. In Proceedings of the 30th International Conference on Database Systems for Advanced Applications (DASFAA 2025).

  • Xinxin Li, Yang Liu, Weigao Wen, Siyong Xu, Qing He, and Xiang Ao. Dilution of Unreliable Information: Learning in Graph with Noisy Structures and Absent Attributes. In Proceedings of the 25th IEEE International Conference on Data Mining (ICDM2025).

  • Yiran Qiao, Xiang Ao, Yang Liu, Jiarong Xu, Xiaoqian Sun and Qing He. LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework. Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 232 - 241, 2025. https://doi.org/10.1145/3701551.3703488

  • Yi Qiao, Yang Liu, Qing He and Xiang Ao. Domain-aware Node Representation Learning for Graph Out-of-Distribution Generalization. In Proceedings of 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2025).

🐎 2026

  • Yiran Qiao, Jing Chen, Xiang Ao, Qiwei Zhong, Yang Liu, Qing He. Live or Lie: Action-Aware Capsule Multiple Instance Learning for Risk Assessment in Live Streaming Platforms. To appear in the 32nd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2026).