Guangtao Zhai

Full Professor, EE, Shanghai Jiao Tong University

Joined

March 2020

Names

Guangtao Zhai (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

EE, Shanghai Jiao Tong University (sjtu.edu.cn)

2017 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Xiaolin Wu

2010 – 2012

Expertise

multimedia Signal Processing

Present

AI Evaluation

Present

Publications

$Omni^2$ : Unifying Omnidirectional Image Generation and Editing in an Omni Model
Liu Yang, Huiyu Duan, Yucheng Zhu, Xiaohong Liu, Lu Liu, Zitong Xu, Guangji Ma, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet
- OpenReview Archive Direct Upload
- Readers: Everyone
AT-ADD: All-Type Audio Deepfake Detection Challenge Evaluation Plan
Yuankun Xie, Haonan Cheng, Xiaoxuan Guo, Jiayi Zhou, Tao Wang, Jian liu, Ruibo Fu, Xiaopeng Wang, Hengyan Huang, Long Ye, Guangtao Zhai
- ACMMM2026-MGC-Proposal
- Readers: Everyone
Machine-oriented Visual Media Quality Assessment
Chunyi Li, Zicheng Zhang, Wei Zhou, Guangtao Zhai, Weisi Lin, Roger Zimmermann
- ACMMM2026-MGC-Proposal
- Readers: Everyone
Dfbench: Benchmarking deepfake image detection capability of large multimodal models
Jiarui Wang, Huiyu Duan, Juntong Wang, Ziheng Jia, Woo Yi Yang, Xiaorong Zhu, Yu Zhao, Jiaying Qian, Yuke Xing, Guangtao Zhai, Xiongkuo Min
- application, dataset, deepfake detection
- Readers: Everyone
AIGV-assessor: benchmarking and evaluating the perceptual quality of text-to-video generation with LMM
Jiarui Wang, Huiyu Duan, Guangtao Zhai, Juntong Wang, Xiongkuo Min
- application, AIGC dataset and evaluation
- Readers: Everyone
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs
Jiarui Wang, Huiyu Duan, Yu Zhao, Juntong Wang, Guangtao Zhai, Xiongkuo Min
- application, AIGC dataset and evaluation
- Readers: Everyone
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach
Xincheng Wang, Hanchi Sun, Wenjun Sun, Kejun Xue, Wangqiu Zhou, Jianbo Zhang, Wei Sun, Jun Jia, Zhijun Fang, Guangtao Zhai
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Steering and Rectifying Latent Representation Manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
Zhaolin Cai, Fan Li, Huiyu Duan, Lijun He, Guangtao Zhai
- ICLR 2026 Poster
- Readers: Everyone
XGC-AVis: Towards Audio-Visual Content Understanding with a Multi-Agent Collaborative System
Yuqin Cao, Xiongkuo Min, Yixuan Gao, Wei Sun, Zicheng Zhang, Jinliang Han, Guangtao Zhai
- Submitted to ICLR 2026
- Readers: Everyone
Anti-Adapter Armor: A Universal and Authentication-Integrated Framework for Preventing Unauthorized Zero-Shot Image-to-Image Generation
Jun Jia, Hongyi Miao, Yingjie Zhou, Wangqiu Zhou, Jianbo Zhang, Dandan Zhu, Hua Yang, Wei Sun, Guangtao Zhai
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 457 publications

Co-Authors

View all 489 co-authors