Hui Chen

Hui Chen

Tsinghua University

Welcome

Employment History

  • Assistant researcher in Beijing National Research Center for Information Science and Technology, Tsinghua University, 2023.07-now
  • Postdoctor in Department of Automation, Tsinghua University, 2021.07-2023.07

Education

  • Ph.D in School of Software, Tsinghua University, 2016.08-2021.06
  • B.S. in Computer Science and Technology, Tsinghua University, 2012.08-2016.07

Publications

  • Fan Yang, Hui Chen*, Yuwei He, Sicheng Zhao, Chenghao Zhang, Kai Ni, Guiguang Ding*. Geometry-Guided Domain Generalization for Monocular 3D Object Detection. AAAI 2024

  • Fan Yang, Xinhao Xu, Hui Chen, Yuchen Guo, Yuwei He, Kai Ni, Guiguang Ding. GPro3D: Deriving 3D BBox from ground plane in monocular 3D object detection. Neurocomputing 2023

  • Ao Wang, Hui Chen*, Zijia Lin, Zixuan Ding, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Guiguang Ding*. Hierarchical Prompt Learning Using CLIP for Multi-label Classification with Single Positive Labels. ACM MM2023.

  • Yizhe Xiong, Hui Chen*, Zijia Lin, Sicheng Zhao, Guiguang Ding*. Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation. ICCV2023.

  • Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding. Box-Level Active Detection. CVPR2023.

  • Zixuan Ding, Ao Wang, Hui Chen*, Qiang Zhang, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Jungong Han. Exploring Structured Semantic Prior for Multi-Label Recognition with Incomplete Labels. CVPR2023.

  • Tianxiang Hao, Hui Chen*, Yuchen Guo, Guiguang Ding*. Consolidator: Mergable Adapter with Group Connections for Visual Adaptation. ICLR2023.

  • Hui Chen, Guiguang Ding*, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han. IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval. CVPR2020.

  • Hui Chen, Guiguang Ding*, Zijia Lin, Sicheng Zhao, Xiaopeng Gu, Wenyuan Xu, Jungong Han. ACMNet: Adaptive confidence matching network for human behavior analysis via cross-modal retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.

  • Hui Chen, Guiguang Ding*, Zijia Lin, Sicheng Zhao, Jungong Han. Cross-Modal Image-Text Retrieval with Semantic Consistency. ACM MM2019.

  • Hui Chen, Zijia Lin, Guiguang Ding*, Jianguang Lou, Yusen Zhang, Borje Karlsson. GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition. AAAI2019.

  • Hui Chen, Guiguang Ding*, Zijia Lin, Sicheng Zhao, Jungong Han. Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning. IJCAI2018.

  • Hui Chen, Guiguang Ding*, Zijia Lin, Sicheng Zhao, Jungong Han. Temporal-difference learning with sampling baseline for image captioning. AAAI2018.