Zhengkai JIANG

Researcher
Email / Google Scholar / GitHub / LinkedIn

I am developing GenAI models at HKUST. My research interests cover content generation and cross-modality representation learning, especially for image, video and audio synthesis.

Publications

Foundation Cures Personalization: Recovering Facial Personalized Models' Prompt Consistency
Yiyang Cai, Zhengkai Jiang, Yulong Liu, Chunyang Jiang, Wei Xue, Wenhan Luo, Yike Guo
Arxiv 2024 / Paper
OSV: One Step is Enough for High-Quality Image to Video Generation
Xiaofeng Mao*, Zhengkai Jiang*, Fuyun Wang*, Jiangning Zhang, Hao Chen, Mingmin Chi, Yabiao Wang, Wenhan Luo
CVPR 2025 / Paper
VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation
Qilin Wang*, Zhengkai Jiang*, Chengming Xu, Jiangning Zhang, Yabiao Wang, Xinyi Zhang, Yun Cao, Weijian Cao, Chengjie Wang, Yanwei Fu
Arxiv 2024 / Paper / Code
Personalize Segment Anything Model with One Shot
Renrui Zhang, Zhengkai Jiang, Ziyu Guo, Shilin Yan, Junting Pan, Hao Dong, Yu Qiao, Peng Gao, Hongsheng Li
ICLR 2024 / Paper / Code
MDT-A2G: Exploring Masked Diffusion Transformers for Co-Speech Gesture Generation
Xiaofeng Mao*, Zhengkai Jiang*, Qilin Wang, Chencan Fu, Jiangning Zhang, Jiafu Wu, Yabiao Wang, Chengjie Wang, Wei Li, Mingnin Chi
ACM MM 2024 / Paper
Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection
Liren He*, Zhengkai Jiang*, Jinlong Peng, Liang Liu, Qiangang Du, Xiaobin Hu, Wenbing Zhu, Mingmin Chi, Yabiao Wang, Chengjie Wang
ECCV 2024 / Paper
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation
Shizhan Liu*, Zhengkai Jiang*, Yuxi Li, Jinlong Peng, Yabiao Wang, Weiyao Lin
AAAI 2024 / Paper
Prototypical Contrast Adaptation for Domain Adaptive Segmentation
Zhengkai Jiang, Yuxi Li, Ceyuan Yang, Peng Gao, Yabiao Wang, Ying Tai, Chengjie Wang
ECCV 2022 / Paper / Code
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking
Jinlong Peng*, Zhengkai Jiang*, Yueyang Gu, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Weiyao Lin
IJCAI 2021 / Paper
Learning Where to Focus for Efficient Video Object Detection
Zhengkai Jiang, Yu Liu, Ceyuan Yang, Jihao Liu, Peng Gao, Qian Zhang, Shiming Xiang, Chunhong Pan
ECCV 2020 / Project Page / Paper / Code
Dynamic Fusion with Intra-and Inter-Modality Attention Flow for Visual Question Answering
Peng Gao, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven CH Hoi, Xiaogang Wang, Hongsheng Li
CVPR 2019 / Paper
Video Object Detection with Locally-Weightd Deformable Neighboors
Zhengkai Jiang, Peng Gao, Chaoxu Guo, Qian Zhang, Shiming Xiang, Chunhong Pan
AAAI 2019 / Paper

Honors and Awards

  • Outstanding Staff Award at Tencent, 2021, 2022, 2023
  • Tencent Technology Breakthrough Award, 2020, 2022
  • 1st of the Objects 365 Challenge, 2020
  • 1st of the NuScenes 3D Detection of CVPR WAD workshop, 2019
  • Outstanding graduates of Liaoning Province, 2017
  • 1st of the Chinese Mathematics Competitions (1/6000+ in Liaoning Province), 2015, 2016
  • National Scholarship (Top 0.2% students in China), 2014, 2015, 2016

    • Contact

    You are very welcome to contact me. My email is kaikaijiang.jzk [at] gmail .com or zkjiang [at] ust .hk