I am currently working as a research fellow at S-Lab@NTU, Nanyang Technological University, under the supervision of Prof. Shijian Lu. Prior to this, I served as a senior research scientist (2021-2023) at CityBrain Lab, DAMO, Alibaba Group, under the supervision of Prof. Jieping Ye. I completed my Ph.D. degree (2016-2021) at the VILab of Harbin Institute of Technology, under the guidance of Prof. Hongxun Yao. During my Ph.D. study, I interned at CityBrain Lab, DAMO, Alibaba Group, supervised by Prof. Xian-sheng Hua. During my Phd period, my research interests include computer vision and deep learning with a focus on image retrieval and quantization. Now I am interested in open vocabulary tasks. I am open to overseas job opportunities or a postdoctoral position!

πŸ”₯ News

  • 2024.05: Β πŸŽ‰πŸŽ‰ Four paper is submitted to NIPS 2024!
  • 2024.03: Β πŸŽ‰πŸŽ‰ Three paper is submitted to ECCV 2024!
  • 2024.03: Β πŸŽ‰πŸŽ‰ One paper is accepted to TPAMI 2024!
  • 2024.02: Β πŸŽ‰πŸŽ‰ One paper is accepted to CVPR 2024!
  • 2024.01: Β πŸŽ‰πŸŽ‰ One paper is accepted by ICLR 2024!
  • 2023.10: Β πŸŽ‰πŸŽ‰ Three papers are submitted to ICLR 2024!
  • 2023.10: Β πŸŽ‰πŸŽ‰ One paper is accepted by NIPS 2023!
  • 2023.07: Β πŸŽ‰πŸŽ‰ Two papers are accepted by ICCV 2023!
  • 2021: Β πŸŽ‰πŸŽ‰ One paper is accepted by AAAI 2022!
  • 2021: Β πŸŽ‰πŸŽ‰ One paper is accepted by TIP 2022!
  • 2020: Β πŸŽ‰πŸŽ‰ Two papers are accepted by AAAI 2021!
  • 2020: Β πŸŽ‰πŸŽ‰ One paper is accepted by TIP 2021!
  • 2019: Β πŸŽ‰πŸŽ‰ One paper is accepted by AAAI 2020!

    πŸ“ Publications

NIPS 2023
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Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions

Kai Liu, Zhihang Fu, Chao Chen, Sheng Jin, Ze Chen, Mingyuan Tao, Rongxin Jiang, Jieping Ye

NIPS, 2023

paper

Preprint
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Vision-Language Models for Vision Tasks: A Survey

Jingyi Zhang, Jiaxing Huang, Sheng Jin, Shijian Lu

Arxiv

paper

ICCV 2023
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Uncertainty-aware Unsupervised Multi-Object Tracking

Kai Liu, Sheng Jin, Zhihang Fu, Ze Chen, Rongxin Jiang, Jieping Ye

ICCV, 2023

paper

ICCV 2023
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Domain Generalization via Balancing Training Difficulty and Model Capability

Xueying Jiang, Jiaxing Huang, Sheng Jin, Shijian Lu

ICCV, 2023

paper

AAAI 2022
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Temporal Action Proposal Generation with Background Constraint

Haosen Yang, Wenhao Wu, Lining Wang, Sheng Jin, Boyang Xia, Hongxun Yao, Hujie Huang

AAAI, 2022

paper

AAAI 2021
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Asynchronous teacher guided bit-wise hard mining for online hashing

Sheng Jin, Qin Zhou, Hongxun Yao, Yao Liu, Xian-Sheng Hua

AAAI, 2021

paper

AAAI 2021
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Homm: Higher-order moment matching for unsupervised domain adaptation

Chao Chen, Zhihang Fu, Zhihong Chen, Sheng Jin, Zhaowei Cheng, Xinyu Jin, Xian-Sheng Hua

AAAI, 2021

paper

TIP 2021
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Unsupervised discrete hashing with affinity similarity

Sheng Jin, Hongxun Yao, Qin Zhou, Yao Liu, Jianqiang Huang, Xiansheng Hua

TIP, 2021

paper

AAAI 2020
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SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation

Sheng Jin, Shangchen Zhou, Yao Liu, Chao Chen, Xiaoshuai Sun, Hongxun Yao, Xian-Sheng Hua

AAAI, 2020

paper

TIP 2020
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Deep saliency hashing for fine-grained retrieval

Sheng Jin, HongxunYao, XiaoshuaiSun, ShangchenZhou, LeiZhang, XianshengHua

TIP, 2020

paper

πŸŽ– Honors and Awards

  • 2022. Excellent Doctors’ Nomination.
  • 2021. National Scholarships

πŸ“– Educations

  • 2016.09 - 2021.09: Doctor of Philosophy, School of Computer Science and Engineering, Harbin Institute of Technology
  • 2012.09 - 2016.07: Bachelor in Intelligence Science and Technology, School of Mathematics, Harbin Institute of Technology

πŸ§‘β€πŸ”¬ Service

  • Reviewer of CVPR, IEEE TPAMI, TIP, TIFS, TCVST

πŸ’» Internships

  • 2018.09 - 2021.11, Citybrain Lab, Alibaba Group, China.

Last Update: October 9, 2023

Thanks for the template of Yi Ren