Hui Liu

According to our database, Hui Liu authored at least 17 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios.

Hui Liu, Bin Zou, Kecheng Chen, Jie Liu, Wenya Wang, Haoliang Li

CoRR, April, 2026

Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition.

Hui Liu, Kecheng Chen, Jialiang Wang, Xianming Liu, Wenya Wang, Haoliang Li

CoRR, March, 2026

Propose and Rectify: A Forensics-Driven MLLM Framework for Image Manipulation Localization.

Keyang Zhang, Chenqi Kong, Hui Liu, Bo Ding, Xinghao Jiang, Haoliang Li

IEEE Trans. Inf. Forensics Secur., 2026

2025

Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models.

Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li

CoRR, December, 2025

Unveiling Modality Bias: Automated Sample-Specific Analysis for Multimodal Misinformation Benchmarks.

Hehai Lin, Hui Liu, Shilei Cao, Jing Li, Haoliang Li, Wenya Wang

CoRR, November, 2025

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics.

Yueqing Xi, Yifan Bai, Huasen Luo, Weiliang Wen, Hui Liu, Haoliang Li

CoRR, November, 2025

Domain-Specific Data Generation Framework for RAG Adaptation.

Chris Xing Tian, Weihao Xie, Zhen Chen, Zhengyuan Yi, Hui Liu, Haoliang Li, Shiqi Wang, Siwei Ma

CoRR, October, 2025

Disentangling Instruction Influence in Diffusion Transformers for Parallel Multi-Instruction-Guided Image Editing.

Hui Liu, Bin Zou, Suiyun Zhang, Kecheng Chen, Rui Liu, Haoliang Li

CoRR, April, 2025

Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance.

Hui Liu, Wenya Wang, Kecheng Chen, Jie Liu, Yibing Liu, Tiexin Qin, Peisong He, Xinghao Jiang, Haoliang Li

CoRR, March, 2025

Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates.

Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui Liu, Victor Ho-fun Lee, Hong Yan, Haoliang Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression.

Jie Liu, Tiexin Qin, Hui Liu, Yilei Shi, Lichao Mou, Xiao Xiang Zhu, Shiqi Wang, Haoliang Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning.

Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Robust Domain Misinformation Detection via Multi-Modal Feature Alignment.

Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li

IEEE Trans. Inf. Forensics Secur., 2024

Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need.

Kecheng Chen, Pingping Zhang, Hui Liu, Jie Liu, Yibing Liu, Jiaxin Huang, Shiqi Wang, Hong Yan, Haoliang Li

CoRR, 2024

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection.

Hui Liu, Wenya Wang, Haoru Li, Haoliang Li

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Interpretable Multimodal Misinformation Detection with Logic Reasoning.

Hui Liu, Wenya Wang, Haoliang Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.

Hui Liu, Wenya Wang, Haoliang Li

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022