Publications

1. When to Trust LLMs: Aligning Confidence with Response Quality

   Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding

   62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Findings

   [Paper] [Github]

2. Graph Adversarial Immunization for Certifiable Robustness

   Shuchang Tao, Qi Cao, Huawei Shen, Yunfan Wu, Liang Hou, Xueqi Cheng

   Transactions on Knowledge and Data Engineering (TKDE) (IF=9.235), Published

   [Paper] [Github]

3. Single Node Injection Attack against Graph Neural Networks

   Shuchang Tao, Qi Cao, Huawei Shen, Junjie Huang, Yunfan Wu, Xueqi Cheng

   30th ACM International Conference on Information and Knowledge Management (CIKM 2021) , Full Research Paper

   [Paper] [Github]

4. IDEA: Invariant Causal Learning for Graph Adversarial Robustness against Attacks

   Shuchang Tao, Qi Cao, Huawei Shen, Yunfan Wu, Bingbing Xu, Xueqi Cheng

   Information Sciences (IF=8.233), Published

   [Paper] [Github]

5. Adversarial Camouflage for Node Injection Attack on Graphs

   Shuchang Tao, Qi Cao, Huawei Shen, Yunfan Wu, Liang Hou, Xueqi Cheng

   Information Sciences (IF=8.233), Published

   [Paper] [Github]

6. Adversarial Immunization for Certifiable Robustness on Graphs

   Shuchang Tao, Huawei Shen, Qi Cao, Liang Hou, and Xueqi Cheng

   14th ACM International Conference on Web Search and Data Mining (WSDM 2021), Full Research Paper

   [Paper] [Github] [Talk]

7. INMO: A Model-Agnostic and Scalable Module for Inductive Collaborative Filtering

   Yunfan Wu, Qi Cao, Huawei Shen, Shuchang Tao, Xueqi Cheng

   45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), Full Research Paper

   [Paper] [Github]

8. Signed Bipartite Graph Neural Networks

   Junjie Huang, Huawei Shen, Qi Cao, Shuchang Tao, Xueqi Cheng

   30th ACM International Conference on Information and Knowledge Management (CIKM 2021) , Full Research Paper

   [Paper] [Github]

9. Popularity Debiasing from Exposure to Interaction in Collaborative Filtering

   Yuanhao Liu, Qi Cao, Huawei Shen, Yunfan Wu, Shuchang Tao, Xueqi Cheng

   46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), Short Paper

   [Paper]

10. Robust recommender system: a survey and future directions

    Kaike Zhang, Qi Cao, Fei Sun, Yunfan Wu, Shuchang Tao, Huawei Shen, Xueqi Cheng

    [Paper]

11. Enhanced Embedding Based Attentive Pooling Network for Answer Selection

    Zhan Su, Benyou Wang, Jiabin Niu, Shuchang Tao, Peng Zhang, Dawei Song

    6th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2017), Regular Paper

    [Paper]

12. Text Matching with Monte Carlo Tree Search

    Yixuan He, Shuchang Tao, Jun Xu, Jiafeng Guo, YanYan Lan, Xueqi Cheng

    24th China Conference on Information Retrieval (CCIR 2018), Regular Paper

    [Paper]