Changtao Miao

According to our database, Changtao Miao authored at least 42 papers between 2021 and 2026.

Collaborative distances:

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

2026

GIFGuard: Proactive Forensics against Deepfakes in Facial GIFs via Spatiotemporal Watermarking.

Shupeng Che, Zhiqing Guo, Changtao Miao, Dan Ma, Gaobo Yang

CoRR, April, 2026

The Courtroom Trial of Pixels: Robust Image Manipulation Localization via Adversarial Evidence and Reinforcement Learning Judgment.

Songlin Li, Zhiqing Guo, Dan Ma, Changtao Miao, Gaobo Yang

CoRR, April, 2026

DocShield: Towards AI Document Safety via Evidence-Grounded Agentic Reasoning.

Fanwei Zeng, Changtao Miao, Jing Huang, Zhiya Tan, Shutao Gong, Xiaoming Yu, Yang Wang, Weibin Yao, Joey Tianyi Zhou, Jianshu Li, Yin Yan

CoRR, April, 2026

VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents.

Zhengbo Zhang, Jinbo Su, Zhaowen Zhou, Changtao Miao, Yuhan Hong, Qimeng Wu, Yumeng Liu, Feier Wu, Yihe Tian, Yuhao Liang, Zitong Shan, Wanke Xia, Yi-Fan Zhang, Bo Zhang, Zhe Li, Shiming Xiang, Ying Yan

CoRR, March, 2026

AoE: Always-on Egocentric Human Video Collection for Embodied AI.

Bowen Yang, Zishuo Li, Yang Sun, Changtao Miao, Yifan Yang, Man Luo, Xiaotong Yan, Feng Jiang, Jinchuan Shi, Yankai Fu, Ning Chen, Junkai Zhao, Pengwei Wang, Guocai Yao, Shanghang Zhang, Hao Chen, Zhe Li, Kai Zhu

CoRR, February, 2026

Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions.

Lin Chen, Xiaoke Zhao, Kun Ding, Weiwei Feng, Changtao Miao, Zili Wang, Wenxuan Guo, Ying Wang, Kaiyuan Zheng, Bo Zhang, Zhe Li, Shiming Xiang

CoRR, February, 2026

SAPL: Semantic-Agnostic Prompt Learning in CLIP for Weakly Supervised Image Manipulation Localization.

Xinghao Wang, Changtao Miao, Dianmo Sheng, Tao Gong, Qi Chu, Nenghai Yu, Quanchen Zou, Deyue Zhang, Xiangzheng Zhang

CoRR, January, 2026

LaV-CoT: Language-Aware Visual CoT with Multi-Aspect Reward Optimization for Multilingual Text-Centric VQA.

Jing Huang, Zhiya Tan, Shutao Gong, Fanwei Zeng, Joey Tianyi Zhou, Changtao Miao, Huazhe Tan, Weibin Yao, Jianshu Li

Proceedings of the ACM Web Conference 2026, 2026

2025

LogicLens: Visual-Logical Co-Reasoning for Text-Centric Forgery Analysis.

Fanwei Zeng, Changtao Miao, Jing Huang, Zhiya Tan, Shutao Gong, Xiaoming Yu, Yang Wang, Huazhe Tan, Weibin Yao, Jianshu Li

CoRR, December, 2025

ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking.

Lihong Wang, Liangqi Li, Weiwei Feng, Jiamin Wu, Changtao Miao, Tieru Wu, Rui Ma, Bo Zhang, Zhe Li

CoRR, December, 2025

MVAD : A Comprehensive Multimodal Video-Audio Dataset for AIGC Detection.

Mengxue Hu, Yunfeng Diao, Changtao Miao, Jianshu Li, Zhe Li, Joey Tianyi Zhou

CoRR, December, 2025

GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision.

Yuxiao Xiang, Junchi Chen, Zhenchao Jin, Changtao Miao, Haojie Yuan, Qi Chu, Tao Gong, Nenghai Yu

CoRR, November, 2025

Revisiting Reconstruction-based AI-generated Image Detection: A Geometric Perspective.

Wan Jiang, Jing Yan, Ruixuan Zhang, Xiaojing Chen, Changtao Miao, Zhe Li, Chenhao Lin, Yunfeng Diao, Richang Hong

CoRR, October, 2025

Multi-spectral Class Center Network for Face Manipulation Localization.

Changtao Miao, Qi Chu, Zhentao Tan, Zhenchao Jin, Tao Gong, Wanyi Zhuang, Yue Wu, Bin Liu, Honggang Hu, Nenghai Yu

ACM Trans. Multim. Comput. Commun. Appl., August, 2025

DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios.

Changtao Miao, Yi Zhang, Weize Gao, Man Luo, Weiwei Feng, Zhiya Tan, Jianshu Li, Ajian Liu, Yunfeng Diao, Qi Chu, Tao Gong, Zhe Li, Weibin Yao, Joey Tianyi Zhou

CoRR, June, 2025

Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning.

Ajian Liu, Haocheng Yuan, Xiao Guo, Hui Ma, Wanyi Zhuang, Changtao Miao, Yan Hong, Chuanbiao Song, Jun Lan, Qi Chu, Tao Gong, Yanyan Liang, Weiqiang Wang, Jun Wan, Xiaoming Liu, Zhen Lei

CoRR, May, 2025

SUEDE:Shared Unified Experts for Physical-Digital Face Attack Detection Enhancement.

Zuying Xie, Changtao Miao, Ajian Liu, Jiabao Guo, Feng Li, Dan Guo, Yunfeng Diao

CoRR, April, 2025

Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models.

Xingran Zhou, Kun Yang, Changtao Miao, Bingyu Hu, Zhuoer Xu, Shiwen Cui, Changhua Meng, Dan Hong

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Towards Good Generalizations for Diffusion Generated Image Detection Using Multiple Reconstruction Contrastive Learning.

Wanyi Zhuang, Qi Chu, Tao Gong, Changtao Miao, Nenghai Yu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios.

Changtao Miao, Yi Zhang, Man Luo, Weiwei Feng, Kaiyuan Zheng, Qi Chu, Tao Gong, Jianshu Li, Yunfeng Diao, Wei Zhou, Joey Tianyi Zhou, Xiaoshuai Hao

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization.

Changtao Miao, Qi Chu, Tao Gong, Zhentao Tan, Zhenchao Jin, Wanyi Zhuang, Man Luo, Honggang Hu, Nenghai Yu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

GMamba: EEG Representation Learning from Spatiotemporal Perspectives via Graph Mamba.

Weiwei Feng, Nanqing Xu, Kaiyuan Zheng, Changtao Miao, Tengfei Liu, Weiqiang Wang

Proceedings of the Neural Information Processing - 32nd International Conference, 2025

SUEDE: Shared Unified Experts for Physical- Digital Face Attack Detection Enhancement.

Zuying Xie, Changtao Miao, Ajian Liu, Jiabao Guo, Feng Li, Dan Guo, Yunfeng Diao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Exploring Generalized Features For LLM-Generated Text Detection.

Jiazhen Wang, Bin Liu, Changtao Miao, Yangyang Wang, Tao Gong, Qi Chu, Quanchen Zou, Deyue Zhang, Nenghai Yu

Proceedings of the Image and Graphics - 13th International Conference, 2025

Exploiting Feature Gating and Injection For Multi-modal Manipulation Detection and Grounding.

Jiazhen Wang, Bin Liu, Tao Gong, Zhiwei Zhao, Changtao Miao, Yangyang Wang, Qi Chu, Nenghai Yu

Proceedings of the Image and Graphics - 13th International Conference, 2025

UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge.

Hui Ma, Ajian Liu, Yongze Li, Chuanbiao Song, Xiao Guo, Changtao Miao, Wanyi Zhuang, Junze Zheng, Shunxin Chen, Yan Hong, Jiabao Guo, Jiankang Deng, Jun Lan, Weiqiang Wang, Tao Gong, Qi Chu, Sergio Escalera, Hugo Jair Escalante, Xiaoming Liu, Zhen Lei, Isabelle Guyon, Yanyan Liang, Jun Wan

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

2024

Inclusion 2024 Global Multimedia Deepfake Detection: Towards Multi-dimensional Facial Forgery Detection.

Yi Zhang, Weize Gao, Changtao Miao, Man Luo, Jianshu Li, Wenzhong Deng, Zhe Li, Bingyu Hu, Weibin Yao, Wenbo Zhou, Tao Gong, Qi Chu

CoRR, 2024

Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks.

Yunfeng Diao, Naixin Zhai, Changtao Miao, Xun Yang, Meng Wang

CoRR, 2024

Detect Text Forgery with Non-forged Image Features: A Framework for Detection and Grounding of Image-Text Manipulation.

Yangyang Wang, Changtao Miao, Qi Chu, Tao Gong, Dianmo Sheng, Jiazhen Wang, Bin Liu, Nenghai Yu

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

MFMS: Learning Modality-Fused and Modality-Specific Features for Deepfake Detection and Localization Tasks.

Yi Zhang, Changtao Miao, Man Luo, Jianshu Li, Wenzhong Deng, Weibin Yao, Zhe Li, Bingyu Hu, Weiwei Feng, Tao Gong, Qi Chu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Exploiting Modality-Specific Features for Multi-Modal Manipulation Detection and Grounding.

Jiazhen Wang, Bin Liu, Changtao Miao, Zhiwei Zhao, Wanyi Zhuang, Qi Chu, Nenghai Yu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

F²Trans: High-Frequency Fine-Grained Transformer for Face Forgery Detection.

Changtao Miao, Zichang Tan, Qi Chu, Huan Liu, Honggang Hu, Nenghai Yu

IEEE Trans. Inf. Forensics Secur., 2023

Multi-spectral Class Center Network for Face Manipulation Detection and Localization.

Changtao Miao, Qi Chu, Zhentao Tan, Zhenchao Jin, Wanyi Zhuang, Yue Wu, Bin Liu, Honggang Hu, Nenghai Yu

CoRR, 2023

Revisiting TENT for Test-Time Adaption Semantic Segmentation and Classification Head Adjustment.

Xuanpu Zhao, Qi Chu, Changtao Miao, Bin Liu, Nenghai Yu

Proceedings of the Image and Graphics - 12th International Conference, 2023

2022

Hierarchical Frequency-Assisted Interactive Networks for Face Manipulation Detection.

Changtao Miao, Zichang Tan, Qi Chu, Nenghai Yu, Guodong Guo

IEEE Trans. Inf. Forensics Secur., 2022

Learning Forgery Region-Aware and ID-Independent Features for Face Manipulation Detection.

Changtao Miao, Qi Chu, Weihai Li, Suichan Li, Zhentao Tan, Wanyi Zhuang, Nenghai Yu

IEEE Trans. Biom. Behav. Identity Sci., 2022

Transformer-Based Feature Compensation and Aggregation for DeepFake Detection.

Zichang Tan, Zhichao Yang, Changtao Miao, Guodong Guo

IEEE Signal Process. Lett., 2022

Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection Using Adversarial Learning.

Wanyi Zhuang, Qi Chu, Haojie Yuan, Changtao Miao, Bin Liu, Nenghai Yu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

UIA-ViT: Unsupervised Inconsistency-Aware Method Based on Vision Transformer for Face Forgery Detection.

Wanyi Zhuang, Qi Chu, Zhentao Tan, Qiankun Liu, Haojie Yuan, Changtao Miao, Zixiang Luo, Nenghai Yu

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Towards Generalizable and Robust Face Manipulation Detection via Bag-of-local-feature.

Changtao Miao, Qi Chu, Weihai Li, Tao Gong, Wanyi Zhuang, Nenghai Yu

CoRR, 2021

Towards Generalizable and Robust Face Manipulation Detection via Bag-of-feature.

Changtao Miao, Qi Chu, Weihai Li, Tao Gong, Wanyi Zhuang, Nenghai Yu

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

DFGC 2021: A DeepFake Game Competition.

Bo Peng, Hongxing Fan, Wei Wang, Jing Dong, Yuezun Li, Siwei Lyu, Qi Li, Zhenan Sun, Han Chen, Baoying Chen, Yanjie Hu, Shenghai Luo, Junrui Huang, Yutong Yao, Boyuan Liu, Hefei Ling, Guosheng Zhang, Zhiliang Xu, Changtao Miao, Changlei Lu, Shan He, Xiaoyan Wu, Wanyi Zhuang

Proceedings of the International IEEE Joint Conference on Biometrics, 2021