Victor Shea-Jay Huang

According to our database, Victor Shea-Jay Huang authored at least 15 papers between 2024 and 2026.

Collaborative distances:

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

2026

Driving Intents Amplify Planning-Oriented Reinforcement Learning.

Hengtong Lu, Victor Shea-Jay Huang, Chengmin Yang, Pengfei Jing, Jifeng Dai, Yan Xie, Benjin Zhu

CoRR, May, 2026

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving.

Yuzhou Huang, Benjin Zhu, Hengtong Lu, Victor Shea-Jay Huang, Haiming Zhang, Wei Chen, Jifeng Dai, Yan Xie, Hongsheng Li

CoRR, May, 2026

Action Emergence from Streaming Intent.

Pengfei Jing, Victor Shea-Jay Huang, Hengtong Lu, Jifeng Dai, Yan Xie, Benjin Zhu

CoRR, May, 2026

How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study.

Zhexin Zhang, Xian Qi Loye, Victor Shea-Jay Huang, Junxiao Yang, Qi Zhu, Shiyao Cui, Fei Mi, Lifeng Shang, Yingkang Wang, Hongning Wang, Minlie Huang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning.

Renmiao Chen, Yida Lu, Shiyao Cui, Xuan Ouyang, Victor Shea-Jay Huang, Shumin Zhang, Chengwei Pan, Han Qiu, Minlie Huang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation.

Victor Shea-Jay Huang, Le Zhuo, Yi Xin, Zhaokai Wang, Fu-Yun Wang, Yuchi Wang, Renrui Zhang, Peng Gao, Hongsheng Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling.

Yi Xin, Juncheng Yan, Qi Qin, Zhen Li, Dongyang Liu, Shicheng Li, Victor Shea-Jay Huang, Yupeng Zhou, Renrui Zhang, Le Zhuo, Tiancheng Han, Xiaoqing Sun, Siqi Luo, Mengmeng Wang, Bin Fu, Yuewen Cao, Hongsheng Li, Guangtao Zhai, Xiaohong Liu, Yu Qiao, Peng Gao

CoRR, July, 2025

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, March, 2025

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, March, 2025

JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering.

Renmiao Chen, Shiyao Cui, Xuancheng Huang, Chengwei Pan, Victor Shea-Jay Huang, Qinglin Zhang, Xuan Ouyang, Zhexin Zhang, Hongning Wang, Minlie Huang

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

A Survey on Vision-to-Music Generation: Methods, Datasets, Evaluation, and Challenges.

Zhaokai Wang, Chenxi Bao, Le Zhuo, Jingrui Han, Yang Yue, Yihong Tang, Victor Shea-Jay Huang, Yue Liao

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge.

Yaqi Zhao, Yuanyang Yin, Lin Li, Mingan Lin, Victor Shea-Jay Huang, Siwei Chen, Weipeng Chen, Baoqun Yin, Zenan Zhou, Wentao Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

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

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