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)

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)

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 001; Pengfei Wan 001; Di Zhang; Baoqun Yin; et al. (CVPR, 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 (CVPR, 2025)

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation. - Victor Shea-Jay Huang; Le Zhuo; Yi Xin 003; Zhaokai Wang; Peng Gao 007; Hongsheng Li 001 (CoRR, 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, 2025)

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 (CoRR, 2025)

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling. - Yi Xin 003; Juncheng Yan; Qi Qin; Zhen Li 026; Dongyang Liu; Shicheng Li; Victor Shea-Jay Huang; Yupeng Zhou; Renrui Zhang; Le Zhuo; Tiancheng Han; Xiaoqing Sun; et al. (CoRR, 2025)