Victor Shea-Jay Huang

PhD student, MMLab of The Chinese University of Hong Kong

Joined

March 2024

Names

Victor Shea-Jay Huang (Preferred)

Xijie Huang

Shea-Jay Huang

Victor Huang

Emails

****@gmail.com (Confirmed)

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

****@qq.com (Confirmed)

Personal Links

Career & Education History

PhD student

MMLab of The Chinese University of Hong Kong (ee.cuhk.edu.hk)

2026 – Present

Advisors, Relations & Conflicts

PhD Advisor

Hongsheng Li

2026 – Present

Coauthor

Minlie Huang

2024 – Present

Expertise

Embodied AI

2025 – Present

Large Language Models

2023 – Present

Trustworthy AI

2023 – Present

Generative Models

2023 – Present

Multimodal Learning

2022 – Present

Publications

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
Victor Shea-Jay Huang, Le Zhuo, Yi Xin, Zhaokai Wang, Peng Gao, Hongsheng Li
- CoRR 2025
- Readers: Everyone
Vision-to-Music Generation: A Survey
Zhaokai Wang, Chenxi Bao, Le Zhuo, Jingrui Han, Yang Yue, Yihong Tang, Victor Shea-Jay Huang, Yue Liao
- CoRR 2025
- Readers: Everyone
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement
Zhexin Zhang, Leqi Lei, Junxiao Yang, Xijie Huang, Yida Lu, Shiyao Cui, Renmiao Chen, Qinglin Zhang, Xinyuan Wang, Hao Wang, Hao Li, Xianqi Lei, Chengwei Pan, Lei Sha, Hongning Wang, Minlie Huang
- CoRR 2025
- Readers: Everyone
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation
Jingkun An, Yinghao Zhu, Zongjian Li, Enshen Zhou, Haoran Feng, Xijie Huang, Bohua Chen, Yemin Shi, Chengwei Pan
- AAAI 2025
- Readers: Everyone
Medical MLLM Is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
- AAAI 2025
- Readers: Everyone
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation
Pingcheng Dong, Yonghao Tan, Xuejiao Liu, Peng Luo, Yu Liu, Luhong Liang, Yitong Zhou, Di Pang, Manto Yung, Dong Zhang, Xijie Huang, Shih-Yang Liu, Yongkun Wu, Fengshi Tian, Chi-Ying Tsui, Fengbin Tu, Kwang-Ting Cheng
- ISSCC 2025
- Readers: Everyone
BlackDAN: A Black-Box Multi-Objective Approach to Effective and Contextual Jailbreaking of Language Models
Xinyuan Wang, Xijie Huang, Renmiao Chen, Hao Wang, Lei Sha, Chengwei Pan, Minlie Huang
- Submitted to ICLR 2025
- Readers: Everyone
Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction
Qintong Zhang, Victor Shea-Jay Huang, Bin Wang, Junyuan Zhang, Zhengren Wang, Hao Liang, Shawn Wang, Matthieu Lin, Conghui He, Wentao Zhang
- CoRR 2024
- Readers: Everyone
BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models
Xinyuan Wang, Victor Shea-Jay Huang, Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang
- CoRR 2024
- Readers: Everyone
Towards Precise Scaling Laws for Video Diffusion Transformers
Yuanyang Yin, Yaqi Zhao, Mingwu Zheng, Ke Lin, Jiarong Ou, Rui Chen, Victor Shea-Jay Huang, Jiahao Wang, Xin Tao, Pengfei Wan, Di Zhang, Baoqun Yin, Wentao Zhang, Kun Gai
- CoRR 2024
- Readers: Everyone

View all 38 publications

Co-Authors

View all 152 co-authors