Journal and Book Chapter
- Beyond Tokens: A Survey on Decoding Methods for Large Language Models and Large Vision-Language Models
- Haoran Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu.
- Proceedings of ACM SIGKDD Explorations Newsletter 28.1 (2026)
- Automated Fact-Checking
- Haoran Wang, Baixiang Huang, Kai Shu.
- Chapter in Oxford Handbook of Misinformation and Disinformation, Oxford University Press
- Factuality of Large Language Models: An Adversarial Perspective
- Baixiang Huang, Haoran Wang, Kai Shu.
- Chapter in Online Trust and Safety: Tools to Combat Online Harms, Misinformation, and Malicious Content, Taylor and Francis CRC Press
Conference
ICLR 2026 On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective [PDF]
- Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Yujun Zhou, Yanbo Wang, Jiayi Ye, Jiawen Shi, et al.
- Proceedings of the Fourteenth International Conference on Learning Representations
WWW 2026 Can Multimodal LLMs Perform Time Series Anomaly Detection? [PDF]
- Xiongxiao Xu, Haoran Wang, Yueqing Liang, Philip S. Yu, Yue Zhao, Kai Shu
- Proceedings of the ACM Web Conference 2026
AAAI 2026 Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm [PDF]
- Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu
- Proceedings of the AAAI Conference on Artificial Intelligence
AAAI 2026 Benchmarking LLMs for Political Science: A United Nations Perspective [PDF]
- Yueqing Liang, Liangwei Yang, Chen Wang, Congying Xia, Rui Meng, Xiongxiao Xu, Haoran Wang, Ali Payani, Kai Shu
- Proceedings of the AAAI Conference on Artificial Intelligence
IJCNLP-AACL 2025 Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions [PDF]
- Haoran Wang, Kai Shu
- Findings of the Association for Computational Linguistics: IJCNLP-AACL 2025
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
- Towards Effective Model Editing for LLM Personalization Baixiang Huang, Limeng Cui, Jiapeng Liu, Haoran Wang, Jiawei Xu, Zhuiyue Tan, Yutong Chen, Chen Luo, Yi Liu, Kai Shu
- Fact-Checking with Large Language Models via Probabilistic Certainty and Consistency Haoran Wang, Maryam Khalid, Qiong Wu, Jian Gao, Cheng Cao
- Privacy-Aware Decoding: Mitigating Privacy Leakage of Large Language Models in Retrieval-Augmented Generation Haoran Wang, Xiongxiao Xu, Baixiang Huang, 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)
