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

  • Hui-Yue Yang, Hui Chen*, Ao Wang, Kai Chen, Zijia Lin, Yongliang Tang, Pengcheng Gao, Yuming Quan, Jungong Han, Guiguang Ding. Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning. AAAI 2025.

  • Ao Wang, Hui Chen*, Lihao Liu, Kai Chen, Zijia Lin, Jungong Han, Guiguang Ding*. Yolov10: Real-time end-to-end object detection. NeurIPS 2024

  • Yizhe Xiong, Hui Chen*, Tianxiang Hao, Zijia Lin, Jungong Han, Yuesong Zhang, Guoxin Wang, Yongjun Bao, Guiguang Ding. Pyra: Parallel yielding re-activation for training-inference efficient task adaptation. ECCV 2024

  • Mengyao Lyu, Tianxiang Hao, Xinhao Xu, Hui Chen*, Zijia Lin, Jungong Han, Guiguang Ding*. Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence. ECCV 2024

  • Xinhao Xu, Hui Chen*, Zijia Lin, Jungong Han, Lixing Gong, Guoxin Wang, Yongjun Bao, Guiguang Ding. Tad: A plug-and-play task-aware decoding method to better adapt llms on downstream tasks. IJCAI 2024

  • Ao Wang, Hui Chen*, Zijia Lin, Jungong Jan, Guiguang Ding*. Repvit: Revisiting mobile cnn from vit perspective. CVPR 2024

  • 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

  • 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.

  • 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.