Zhenglin Huang

14 papers A* 3Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Simple but Accurate Approximation for Multivariate Gaussian Rate-Distortion Function and Its Application in Maximal Coding Rate Reduction.
CoRR
Zhenglin Huang, Qifa Yan, Bin Dai, Xiaohu Tang
2025 J jnl
BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM.
CoRR
Haiquan Wen, Tianxiao Li, Zhenglin Huang, Yiwei He, Guangliang Cheng
2025 J jnl
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation.
CoRR
Haiquan Wen, Yiwei He, Zhenglin Huang, Tianxiao Li, Zihan Yu, Xingru Huang, Lu Qi, Baoyuan Wu, Xiangtai Li, Guangliang Cheng
2025 J jnl
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model.
CoRR
Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang
2025 A* conf
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection.
ACM Multimedia
Tianxiao Li, Zhenglin Huang, Haiquan Wen, Yiwei He, Shuchang Lyu, Baoyuan Wu, Guangliang Cheng
2025 J jnl
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection.
CoRR
Tianxiao Li, Zhenglin Huang, Haiquan Wen, Yiwei He, Shuchang Lyu, Baoyuan Wu, Guangliang Cheng
2025 J jnl
Rethinking Cross-Generator Image Forgery Detection through DINOv3.
CoRR
Zhenglin Huang, Jason Li, Haiquan Wen, Tianxiao Li, Xi Yang, Lu Qi, Bei Peng, Xiaowei Huang, Ming-Hsuan Yang, Guangliang Cheng
2025 A* conf
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model.
CVPR
Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng
2025 J jnl
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection.
CoRR
Zhenglin Huang, Tianxiao Li, Xiangtai Li, Haiquan Wen, Yiwei He, Jiangning Zhang, Hao Fei, Xi Yang, Xiaowei Huang, Bei Peng, Guangliang Cheng
2025 J jnl
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models.
CoRR
Xinmiao Huang, Qisong He, Zhenglin Huang, Boxuan Wang, Zhuoyun Li, Guangliang Cheng, Yi Dong, Xiaowei Huang
2025 J jnl
Towards Explainable Bilingual Multimodal Misinformation Detection and Localization.
CoRR
Yiwei He, Xiangtai Li, Zhenglin Huang, Yi Dong, Hao Fei, Jiangning Zhang, Baoyuan Wu, Guangliang Cheng
2024 J jnl
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model.
CoRR
Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng
2023 A* conf
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers.
NeurIPS
Zhenglin Huang, Xiaoan Bao, Na Zhang, Qingqi Zhang, Xiao Tu, Biao Wu, Xi Yang
2023 J jnl
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers.
CoRR
Zhenglin Huang, Xianan Bao, Na Zhang, Qingqi Zhang, Xiaomei Tu, Biao Wu, Xi Yang