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ORCIDZhenglin Huang
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2020 – today
- 2025
[c2]Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao
, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng:
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model. CVPR 2025: 28831-28841- [i11]Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang:
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model. CoRR abs/2502.01472 (2025) - [i10]Haiquan Wen, Yiwei He, Zhenglin Huang, Tianxiao Li, Zihan Yu, Xingru Huang, Lu Qi, Baoyuan Wu, Xiangtai Li, Guangliang Cheng:
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation. CoRR abs/2505.12620 (2025) - [i9]Zhenglin Huang, Tianxiao Li, Xiangtai Li, Haiquan Wen, Yiwei He, Jiangning Zhang, Hao Fei, Xi Yang, Xiaowei Huang, Bei Peng, Guangliang Cheng:
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection. CoRR abs/2505.18660 (2025) - [i8]Zhenglin Huang, Qifa Yan, Bin Dai, Xiaohu Tang:
A Simple but Accurate Approximation for Multivariate Gaussian Rate-Distortion Function and Its Application in Maximal Coding Rate Reduction. CoRR abs/2506.18613 (2025) - [i7]Yiwei He, Xiangtai Li, Zhenglin Huang, Yi Dong, Hao Fei, Jiangning Zhang, Baoyuan Wu, Guangliang Cheng:
Towards Explainable Bilingual Multimodal Misinformation Detection and Localization. CoRR abs/2506.22930 (2025) - [i6]Haiquan Wen, Tianxiao Li, Zhenglin Huang, Yiwei He, Guangliang Cheng:
BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM. CoRR abs/2507.14632 (2025) - [i5]Tianxiao Li, Zhenglin Huang, Haiquan Wen, Yiwei He, Shuchang Lyu, Baoyuan Wu, Guangliang Cheng:
RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection. CoRR abs/2508.04524 (2025) - [i4]Xinmiao Huang, Qisong He, Zhenglin Huang, Boxuan Wang, Zhuoyun Li, Guangliang Cheng, Yi Dong, Xiaowei Huang:
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models. CoRR abs/2510.13394 (2025) - [i3]Zhenglin Huang, Jason Li, Haiquan Wen, Tianxiao Li, Xi Yang, Lu Qi, Bei Peng, Xiaowei Huang, Ming-Hsuan Yang, Guangliang Cheng:
Rethinking Cross-Generator Image Forgery Detection through DINOv3. CoRR abs/2511.22471 (2025) - 2024
- [i2]Zhenglin Huang, Jinwei Hu, Xiangtai Li, Yiwei He, Xingyu Zhao, Bei Peng, Baoyuan Wu, Xiaowei Huang, Guangliang Cheng:
SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model. CoRR abs/2412.04292 (2024) - 2023
- [c1]Zhenglin Huang, Xiaoan Bao, Na Zhang, Qingqi Zhang, Xiao Tu, Biao Wu, Xi Yang:
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers. NeurIPS 2023 - [i1]Zhenglin Huang, Xianan Bao, Na Zhang, Qingqi Zhang, Xiaomei Tu, Biao Wu, Xi Yang:
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers. CoRR abs/2310.04780 (2023)
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