Variational Transfer Learning for Fine-grained Few-shot Visual Recognition. - Jingyi Xu; Mingzhen Huang; ShahRukh Athar; Dimitris Samaras (CoRR, 2020)

Variational Feature Disentangling for Fine-Grained Few-Shot Classification. - Jingyi Xu; Hieu Le 001; Mingzhen Huang; ShahRukh Athar; Dimitris Samaras (ICCV, 2021)

LaSOT: A High-quality Large-scale Single Object Tracking Benchmark. - Heng Fan 001; Hexin Bai; Liting Lin; Fan Yang 035; Peng Chu; Ge Deng; Sijia Yu; Harshit; Mingzhen Huang; Juehuan Liu; Yong Xu 007; Chunyuan Liao; et al. (Int. J. Comput. Vis., 2021)

Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the Wild. - Mingzhen Huang; Supreeth Narasimhaswamy; Saif Vazir; Haibin Ling; Minh Hoai (CVPR, 2022)

Whose Hands are These? Hand Detection and Hand-Body Association in the Wild. - Supreeth Narasimhaswamy; Thanh Nguyen; Mingzhen Huang; Minh Hoai (CVPR, 2022)

Text-Image De-Contextualization Detection Using Vision-Language Models. - Mingzhen Huang; Shan Jia; Ming-Ching Chang; Siwei Lyu (ICASSP, 2022)

Tracking Multiple Deformable Objects in Egocentric Videos. - Mingzhen Huang; Xiaoxing Li; Jun Hu; Honghong Peng; Siwei Lyu (CVPR, 2023)

AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. - Shan Jia; Mingzhen Huang; Zhou Zhou 009; Yan Ju; Jialing Cai; Siwei Lyu (CVPR Workshops, 2023)

Language-guided Human Motion Synthesis with Atomic Actions. - Yuanhao Zhai 001; Mingzhen Huang; Tianyu Luan; Lu Dong 004; Ifeoma Nwogu; Siwei Lyu; David S. Doermann; Junsong Yuan 001 (ACM Multimedia, 2023)

Exposing Text-Image Inconsistency Using Diffusion Models. - Mingzhen Huang; Shan Jia; Zhou Zhou 009; Yan Ju; Jialing Cai; Siwei Lyu (ICLR, 2024)

ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping. - Mingzhen Huang; Jialing Cai; Shan Jia; Vishnu Suresh Lokhande; Siwei Lyu (NeurIPS, 2024)

MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models. - Mingzhen Huang; Jialing Cai; Shan Jia; Vishnu Suresh Lokhande; Siwei Lyu (CoRR, 2024)

HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models. - Mingzhen Huang; Fu-Jen Chu; Bugra Tekin; Kevin J. Liang; Haoyu Ma; Weiyao Wang 001; Xingyu Chen; Pierre Gleize; Hongfei Xue; Siwei Lyu; Kris Kitani; Matt Feiszli; et al. (CVPR, 2025)

Generative AI for Film Creation: A Survey of Recent Advances. - Ruihan Zhang; Borou Yu; Jiajian Min; Yetong Xin; Zheng Wei; Juncheng Nemo Shi; Mingzhen Huang; Xianghao Kong; Nix Liu Xin; Shanshan Jiang; Praagya Bahuguna; Mark Chan; et al. (CVPR Workshops, 2025)

Your Text Encoder Can Be An Object-Level Watermarking Controller. - Naresh Kumar Devulapally; Mingzhen Huang; Vishal Asnani; Shruti Agarwal; Siwei Lyu; Vishnu Suresh Lokhande (CoRR, 2025)