Welcome to the Homepage of Jinguo Zhu

Jinguo Zhu (祝金国) Xi'an Jiaotong University, Xi'an 710049, China lechatelia@stu.xjtu.edu.cn

Xi’an Jiaotong University, China

September 2019 - Present

    Ph.D student of Electrical Engineering & Automation
    Department of Electrical  Engineering

National Tsing Hua University, Taiwan Region

July 2019 - August 2019

    Exchage student of summer research program
    Department of Electrical Engineering

Xi’an Jiaotong University, China

September 2015 - June 2019

    Bachelor of Electrical Engineering & Automation
    Department of Electrical  Engineering

I focus on large-scale multi-modal model training, and deep learning optimization techniques; I also have worked on projects related to knowledge distillation, object detection, segmentation, pose estimation, depth completion, natural language understanding, etc.
I am skilled in C/C++, Python, MATLAB, Shell script, and Pytorch/DeepSpeed.

AI Lab, Tencent

July 2023 - May 2024

Sensetime Research & Shanghai AI Lab

September 2021 - May 2023

SCG, Sensetime

June 2020 - September 2021

(thanks a lot for all help from all co-authors)

Hao Li, Jinguo Zhu (co-first author), Xiaohu Jiang, Xizhou Zhu, Hongsheng Li, Chun Yuan, Xiaohua Wang, Yu Qiao, Xiaogang Wang, Wenhai Wang, Jifeng Dai. Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks. CVPR2023.
Jinguo Zhu, Xizhou Zhu, Wenhai Wang, Xiaohua Wang, Hongsheng Li, Xiaogang Wang, Jifeng Dai. “Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs.” NeurIPS 2022. code.
Xizhou Zhu, Jinguo Zhu(co-first author), Hao Li, Xiaoshi Wu, Xiaogang Wang, Hongsheng Li, Xiaohua Wang, Jifeng Dai. “Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks.” CVPR 2022. code.
Jinguo Zhu, Shixiang Tang, Dapeng Chen, Shijie Yu, Yakun Liu, Aijun Yang, Mingzhe Rong, Xiaohua Wang. “Complementary Relation Contrastive Distillation.” CVPR 2021. code.
Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang. “Layerwise optimization by gradient decomposition for continual learning.” CVPR 2021.
Jinguo Zhu, Zejian Yuan, Chong Zhang, Wanchao Chi, Yonggen Ling, Shenghao Zhang. “Crowded Human Detection via an Anchor-pair Network.” WACV 2020.
Jinguo Zhu, Zejian Yuan, and Tie Liu. “Welding Joints Inspection via Residual Attention Network.” 2019 16th International Conference on Machine Vision Applications (MVA). IEEE, 2019.

I hope a kind boss will give me a good offer(lechatelia@stu.xjtu.edu.cn).