Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. - Hui Liu 036; Wenya Wang 001; Haoliang Li (EMNLP, 2022)

Interpretable Multimodal Misinformation Detection with Logic Reasoning. - Hui Liu 036; Wenya Wang 001; Haoliang Li (ACL (Findings), 2023)

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. - Hui Liu 036; Wenya Wang 001; Haoru Li; Haoliang Li (ACL (Findings), 2024)

Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need. - Kecheng Chen; Pingping Zhang; Hui Liu 036; Jie Liu 044; Yibing Liu; Jiaxin Huang; Shiqi Wang 001; Hong Yan 001; Haoliang Li (CoRR, 2024)

Robust Domain Misinformation Detection via Multi-Modal Feature Alignment. - Hui Liu 036; Wenya Wang 001; Hao Sun; Anderson Rocha 001; Haoliang Li (IEEE Trans. Inf. Forensics Secur., 2024)

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. - Hui Liu 036; Wenya Wang 001; Hao Sun; Chris Xing Tian; Chenqi Kong; Xin Dong; Haoliang Li (ACL (1), 2025)

Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression. - Jie Liu 044; Tiexin Qin; Hui Liu 036; Yilei Shi; Lichao Mou; Xiao Xiang Zhu 001; Shiqi Wang 001; Haoliang Li (CVPR, 2025)

Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance. - Hui Liu 036; Wenya Wang 001; Kecheng Chen; Jie Liu 044; Yibing Liu; Tiexin Qin; Peisong He; Xinghao Jiang; Haoliang Li (CoRR, 2025)

Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates. - Kecheng Chen; Xinyu Luo; Tiexin Qin; Jie Liu 044; Hui Liu 036; Victor Ho-fun Lee; Hong Yan 001; Haoliang Li (CoRR, 2025)

Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing. - Hui Liu 036; Bin Zou; Suiyun Zhang; Kecheng Chen; Rui Liu; Haoliang Li (CoRR, 2025)