Publications

This is the complete list of publications. {} encloses co-first authors.

• SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
  Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
  [EMNLP 2024 (opens new window)] [Code (opens new window)]

• SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
  Xiaoze Liu, Ting Sun, Tianyang Xu, Feijie Wu, Cunxiang Wang, Xiaoqian Wang, Jing Gao
  [EMNLP 2024 (opens new window)] [Code (opens new window)]

• Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs
  Xiaoze Liu, Feijie Wu, Tianyang Xu, Zhuo Chen, Yichi Zhang, Xiaoqian Wang, Jing Gao
  [arXiv 2404.00942 (opens new window)] [Code (opens new window)]

• Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories
  {Shizhe Diao, Tianyang Xu}, Ruijia Xu, Jiawei Wang, Tong Zhang
  [ACL 2023 (opens new window)] [Code (opens new window)]

• Efficient Triangle-Connected Truss Community Search in Dynamic Graphs
  Tianyang Xu, Zhao Lu, Yuanyuan Zhu
  [VLDB 2023 (opens new window)] [Code (opens new window)]

• TGraph: A Tensor-centric Graph Processing Framework
  Yongliang Zhang, Yuanyuan Zhu, Hao Zhang, Congli Gao, Yuyang Wang, Guojing Li, Tianyang Xu, Ming Zhong, Jiawei Jiang, Tieyun Qian, Chenyi Zhang, Jeffrey Xu Yu
  [Submitted to SIGMOD 2025]