Short Bio
Hi 🤗, I’m Victor Shea-Jay Huang (Chinese: 黄希杰(Xijie Huang); French: Victor Ché-Jay Huang).
I am an undergraduate student at Beihang University , expected to graduate in 2026.
I previously worked as a research intern at Shanghai AI Laboratory and Baichuan AI .
Research Interest
I have a strong interest in all topics related to AI integrated with natural scientific theories and am actively exploring and expanding the boundaries of current AI technology. My efforts are primarily focused on 3 directions:
Multimodal: Centered on generation, cross-modal alignment, perception, fusion, and efficient multimodal technologies for enhanced performance and integration.
LLM: Focused on core LLM advancements, including reasoning, scaling laws, and foundational research to push technological boundaries.
Trustworthy AI: Identify and address critical challenges in trustworthy AI, focusing on improving interpretability, safety, privacy, etc.
News
[Apr. 2025] 🎉🎉 Lumina-mGPT-2.0 github repo released .
[Mar. 2025] 🎉🎉 Awesome Vision-to-Music github repo released .
[Feb. 2025] 🎉🎉 I've been accepted into the SMC Student Scholarship!
[Feb. 2025] 🎉🎉 Our 2 papers Beyond Sight and Scaling Laws for Video DiT have been accepted to CVPR 2025!(CCF-A, Acceptance ratio 22.1%)
[Jan. 2025] 🎉🎉 AISafetyLab github repo released .
[Dec. 2024] 🎉🎉 I've been accepted into the AAAI-25 Student Scholarship!
[Dec. 2024] 🎉🎉 Our 2 papers Medical MLLM is Vulnerable and AGFSync have been accepted to AAAI 2025!(CCF-A, Acceptance ratio 23.4%)
[Nov. 2024] 🎉🎉 Welcome to my YouTube channel @VSJH2003 !
[Aug. 2024] 🎉🎉 I have founded MantaAI : Modified Approaches in Natural Sciences to Advance Artificial Intelligence. Researchers from around the world who share the same vision are welcome to join.
Education
Collaborations
I’m presently involved in academic collaborations with institutions such as Princeton , UC Berkeley , SBU , EPFL , THU , PKU , NUS , HKU , ShLab ,and Baichuan AI . If you are interested in joining the project or exploring collaboration opportunities, please reach out to me via email at jeix782@gmail.com.
Invited Talks
Selected Awards
2025.2, SMC Scholarship
2024.12, AAAI 2025 Student Scholarship
Services
Selected
Multimodal
LLM
Trustworthy AI
AAAI
Victor Shea-Jay Huang , Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
AAAI 2025
CVPR
Yaqi Zhao, Yuanyang Yin, Lin Li, Mingan Lin, Victor Shea-Jay Huang , Siwei Chen, Weipeng Chen, Baoqun Yin, Zenan Zhou, Wentao Zhang
CVPR 2025
CVPR
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
CVPR 2025
AAAI
Jingkun An, Yinghao Zhu, Zongjian Li, Haoran Feng, Victor Shea-Jay Huang , Bohua Chen,Yemin Shi, Chengwei Pan
AAAI 2025
AAAI
Victor Shea-Jay Huang , Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
AAAI 2025
CVPR
Yaqi Zhao, Yuanyang Yin, Lin Li, Mingan Lin, Victor Shea-Jay Huang , Siwei Chen, Weipeng Chen, Baoqun Yin, Zenan Zhou, Wentao Zhang
CVPR 2025
CVPR
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
CVPR 2025
AAAI
Jingkun An, Yinghao Zhu, Zongjian Li, Haoran Feng, Victor Shea-Jay Huang , Bohua Chen,Yemin Shi, Chengwei Pan
AAAI 2025
Arxiv
Qintong Zhang*, Victor Shea-Jay Huang* , Bin Wang, Junyuan Zhang, Zhengren Wang, Hao Liang, Shawn Wang, Matthieu Lin, Conghui He, Wentao Zhang
Arxiv Preprint
Arxiv
Zhaokai Wang, Chenxi Bao, Le Zhuo, Jingrui Han, Yang Yue, Yihong Tang, Victor Shea-Jay Huang , Yue Liao
Arxiv Preprint
Arxiv
Bohan Zeng, Ling Yang, Siyu Li, Jiaming Liu, Zixiang Zhang, Victor Shea-Jay Huang , Juanxi Tian, Kaixin Zhu, yongzhen.gyz, Fu-Yun Wang, Minkai Xu, Stefano Ermon, Wentao Zhang
Arxiv Preprint
Arxiv
Zheng Liu, Hao Liang, Victor Shea-Jay Huang , Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang
Arxiv Preprint
Arxiv
Zheng Liu, Hao Liang, Victor Shea-Jay Huang , Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang
Arxiv Preprint
Arxiv
Zhexin Zhang*, Leqi Lei*, Junxiao Yang*, Victor Shea-Jay 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
Arxiv Preprint
Arxiv
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
Arxiv Preprint
Arxiv
Xinyuan Wang*, Victor Shea-Jay Huang* , Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang
Arxiv Preprint
Arxiv
Hao Liang, Linzhuang Sun, Jingxuan Wei, Victor Shea-Jay Huang , Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang
Arxiv Preprint
AAAI
Victor Shea-Jay Huang , Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
AAAI 2025
Arxiv
Zhexin Zhang*, Leqi Lei*, Junxiao Yang*, Victor Shea-Jay 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
Arxiv Preprint
Arxiv
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
Arxiv Preprint
Arxiv
Xinyuan Wang*, Victor Shea-Jay Huang* , Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang
Arxiv Preprint