IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers. - Zhenglin Huang; Xiaoan Bao; Na Zhang; Qingqi Zhang; Xiao Tu; Biao Wu; Xi Yang (NeurIPS, 2023)

IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers. - Zhenglin Huang; Xianan Bao; Na Zhang; Qingqi Zhang; Xiaomei Tu; Biao Wu; Xi Yang (CoRR, 2023)

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model. - Zhenglin Huang; Jinwei Hu; Xiangtai Li; Yiwei He; Xingyu Zhao 001; Bei Peng 001; Baoyuan Wu; Xiaowei Huang 001; Guangliang Cheng (CVPR, 2025)

FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model. - Jinwei Hu; Zhenglin Huang; Xiangyu Yin 001; Wenjie Ruan; Guangliang Cheng; Yi Dong 002; Xiaowei Huang 001 (CoRR, 2025)

BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation. - Haiquan Wen; Yiwei He; Zhenglin Huang; Tianxiao Li; Zihan Yu; Xingru Huang; Lu Qi; Baoyuan Wu; Xiangtai Li; Guangliang Cheng (CoRR, 2025)

So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection. - Zhenglin Huang; Tianxiao Li; Xiangtai Li; Haiquan Wen; Yiwei He; Jiangning Zhang; Hao Fei 001; Xi Yang 008; Xiaowei Huang 001; Bei Peng 001; Guangliang Cheng (CoRR, 2025)

A Simple but Accurate Approximation for Multivariate Gaussian Rate-Distortion Function and Its Application in Maximal Coding Rate Reduction. - Zhenglin Huang; Qifa Yan; Bin Dai 003; Xiaohu Tang (CoRR, 2025)

Towards Explainable Bilingual Multimodal Misinformation Detection and Localization. - Yiwei He; Xiangtai Li; Zhenglin Huang; Yi Dong; Hao Fei 001; Jiangning Zhang; Baoyuan Wu; Guangliang Cheng (CoRR, 2025)

BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM. - Haiquan Wen; Tianxiao Li; Zhenglin Huang; Yiwei He; Guangliang Cheng (CoRR, 2025)