Conference

• WWW2025 FIN-FACT: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation [PDF] [code]
  • Aman Rangapur, Haoran Wang, Ling Jian, Kai Shu
  • Companion Proceedings of the ACM Web Conference 2025
• COLING2025 Piecing It All Together: Verifying Multi-Hop Multimodal Claims [PDF] [code]
  • Haoran Wang, Aman Rangapur, Xiongxiao Xu, Yueqing Liang, Haroon Gharwi, Carl Yang, Kai Shu
  • Proceedings of the 31st International Conference on Computational Linguistics
• CIKM2024 Trojan Activation Attack: Red-Teaming Large Language Models using Steering Vectors for Safety-Alignment [PDF] [code]
  • Haoran Wang, Kai Shu
  • Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
• ICML2024 TrustLLM: Trustworthiness in Large Language Models [PDF] [code]
  • Yue Huang*, Lichao Sun*, Haoran Wang*, Siyuan Wu*, Qihui Zhang*, Chujie Gao*, Yixin Huang*, Wenhan Lyu*, Yixuan Zhang*, Xiner Li*, Zhengliang Liu*, Yixin Liu*, Yijue Wang*, Zhikun Zhang*, Bhavya Kailkhura, Caiming Xiong, et al. (*: major contribution)
  • Proceedings of the Forty-first International Conference on Machine Learning
• EMNLP2023 Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models [PDF] [code]
  • Haoran Wang, Kai Shu
  • Findings of the Association for Computational Linguistics: EMNLP 2023
• WWW2023 Attacking Fake News Detectors via Manipulating News Social Engagement [PDF] [code]
  • Haoran Wang, Yingtong Dou, Canyu Chen, Lichao Sun, Philip S. Yu, Kai Shu
  • Proceedings of the ACM Web Conference 2023

Preprint

• Make Every Token Count: A Systematic Survey on Decoding Methods for Foundation Models Haoran Wang, Kai Shu
• Can Multimodal LLMs Perform Time Series Anomaly Detection? Xiongxiao Xu, Haoran Wang, Yueqing Liang, Philip S. Yu, Yue Zhao, Kai Shu
• On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, Qihui Zhang, Yuan Li, et al.
• Benchmarking LLMs for Political Science: A United Nations Perspective Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu
• Investigating Online Financial Misinformation and Its Consequences: A Computational Perspective Aman Rangapur, Haoran Wang, Kai Shu
• Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues Canyu Chen*, Haoran Wang*, Matthew Shapiro, Yunyu Xiao, Fei Wang, Kai Shu (*: eqaul contribution)