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Dr. Linchao Zhu (朱霖潮) is currently a ZJU100 Young Professor with the College of Computer Science at Zhejiang University. Before that, he was a Lecturer at the ReLER lab, University of Technology Sydney. His research focus includes video representation learning, few-shot learning, transfer learning and self-supervised learning. He received my Ph.D. degree in University of Technology Sydney, advised by Prof. Yi Yang. He graduated from Zhejiang University with a bachelor’s degree.



  • Align and Tell: Boosting Text-Video Retrieval With Local Alignment and Fine-Grained Supervision
    Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang
    TMM 2022 [PDF]

  • CenterCLIP: Token Clustering for Efficient Text-Video Retrieval
    Shuai Zhao, Linchao Zhu, Xiaohan Wang, Yi Yang
    SIGIR 2022 [PDF] [Code]

  • A Simple Episodic Linear Probe Improves Visual Recognition in the Wild
    Yuanzhi Liang, Linchao Zhu, Xiaohan Wang, Yi Yang
    CVPR 2022 [PDF] [Code]

  • Unified Transformer Tracker for Object Tracking
    Fan Ma, Mike Zheng Shou, Linchao Zhu, Haoqi Fan, Yilei Xu, Yi Yang, Zhicheng Yan
    CVPR 2022 [PDF] [Code]

  • SEEG: Semantic Energized Co-speech Gesture Generation
    Yuanzhi Liang, Qianyu Feng, Linchao Zhu, Li Hu, Pan Pan, Yi Yang
    CVPR 2022 [PDF] [Code]

  • Complex Video Action Reasoning via Learnable Markov Logic Network
    Yang Jin, Linchao Zhu, Yadong Mu
    CVPR 2022 [PDF]

  • Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning
    Juncheng Li, Junlin Xie, Long Qian, Linchao Zhu, Siliang Tang, Fei Wu, Yi Yang, Yueting Zhuang, Xin Eric Wang
    CVPR 2022 [PDF] [Code]

  • Weakly Supervised Moment Localization with Decoupled Consistent Concept Prediction
    Fan Ma, Linchao Zhu, Yi Yang
    IJCV 2022 [PDF]

  • Weakly Supervised RGB-D Salient Object Detection With Prediction Consistency Training and Active Scribble Boosting
    Yunqiu Xu, Xin Yu, Jing Zhang, Linchao Zhu, Dadong Wang
    TIP 2022 [PDF]

  • Filter Pruning by Switching to Neighboring CNNs With Good Attributes
    Yang He, Ping Liu, Linchao Zhu, Yi Yang
    TNNLS 2022 [PDF]

  • Interactive Prototype Learning for Egocentric Action Recognition
    Xiaohan Wang, Linchao Zhu, Heng Wang, Yi Yang
    ICCV 2021 [PDF]

  • A Multi-Mode Modulator for Multi-Domain Few-Shot Classification
    Yanbin Liu, Juho Lee, Linchao Zhu, Ling Chen, Humphrey Shi, Yi Yang
    ICCV 2021 [PDF][Supp] [Code]

  • Universal-Prototype Enhancing for Few-Shot Object Detection
    Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
    ICCV 2021 [PDF] [Code]

  • Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference
    Juncheng Li, Siliang Tang, Linchao Zhu, Haochen Shi, Xuanwen Huang, Fei Wu, Yi Yang, Yueting Zhuang
    ICCV 2021 [PDF]

  • Vector-Decomposed Disentanglement for Domain-Invariant Object Detection
    Aming Wu, Rui Liu, Yahong Han, Linchao Zhu, Yi Yang
    ICCV 2021 [PDF] [Code]

  • Meta-Refine-Net: Training Robust Object Detectors from Noisy Category Labels and Imprecise Bounding Boxes
    Youjiang Xu, Linchao Zhu, Yi Yang, Fei Wu
    TIP, DOI: 10.1109/TIP.2021.3085208 [PDF]

  • Few-Shot Common-Object Reasoning using Common-Centric Localization Network
    Linchao Zhu, Hehe Fan, Yawei Luo, Mingliang Xu, Yi Yang
    TIP, DOI: 10.1109/TIP.2021.3070733 [PDF]

  • Faster Meta Update Strategy for Noise-Robust Deep Learning
    Youjiang Xu, Linchao Zhu, Lu Jiang, Yi Yang
    CVPR 2021 (Oral) [PDF] [Supp] [Code]

  • OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World
    Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe
    CVPR 2021 [PDF]

  • T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval
    Xiaohan Wang, Linchao Zhu, Yi Yang
    CVPR 2021 [PDF]

  • Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement
    Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
    TPAMI, DOI: 10.1109/TPAMI.2021.3060446 [PDF] [Code]

  • Holistic LSTM for Pedestrian Trajectory Prediction
    Ruijie Quan, Linchao Zhu, Yu Wu, Yi Yang
    TIP, DOI: 10.1109/TIP.2021.3058599 [PDF]

  • Temporal Cross-Layer Correlation Mining for Action Recognition
    Linchao Zhu, Hehe Fan, Yawei Luo, Mingliang Xu, Yi Yang
    TMM, DOI: 10.1109/TMM.2021.3057503 [PDF]

  • Learning to Anticipate Egocentric Actions by Imagination
    Yu Wu, Linchao Zhu, Xiaohan Wang, Yi Yang, and Fei Wu
    TIP, DOI: 10.1109/TIP.2020.3040521 [PDF]

  • Symbiotic Attention for Egocentric Action Recognition with Object-centric Alignment
    Xiaohan Wang, Linchao Zhu, Yu Wu, Yi Yang
    TPAMI, DOI: 10.1109/TPAMI.2020.3015894 [PDF][Bibtex]

  • Label Independent Memory for Semi-Supervised Few-shot Video Classification
    Linchao Zhu, Yi Yang
    TPAMI, DOI: 10.1109/TPAMI.2020.3007511, 2020 [PDF][Bibtex]

  • SF-Net: Single-Frame Supervision for Temporal Action Localization
    Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou
    ECCV 2020 (Spotlight) [PDF][Code]

  • Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior
    Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang
    ECCV 2020 [PDF][Code]

  • Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning
    Linchao Zhu, Sercan O. Arık, Yi Yang, Tomas Pfister
    ECCV 2020 [PDF] [Code]

  • ActBERT: Learning Global-Local Video-Text Representations
    Linchao Zhu, Yi Yang
    CVPR 2020 (Oral) [PDF]

  • Inflated Episodic Memory with Region Self-Attention for Long-Tailed Visual Recognition
    Linchao Zhu, Yi Yang
    CVPR 2020 [PDF]

  • Gated Channel Transformation for Visual Recognition
    Zongxin Yang, Linchao Zhu, Yu Wu, Yi Yang
    CVPR 2020 [Arxiv][Code]

  • Semantic Correspondence as an Optimal Transport Problem
    Yanbin Liu, Linchao Zhu, Makoto Yamada, Yi Yang
    CVPR 2020 [PDF][Code]

  • Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
    Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang
    CVPR 2020 [PDF]

  • Recurrent Attention Network with Reinforced Generator for Visual Dialog
    Hehe Fan, Linchao Zhu, Yi Yang and Fei Wu
    TOMM 2020 [PDF] [Bibtex]

  • Symbiotic Attention with Privileged Information for Egocentric Action Recognition
    Xiaohan Wang, Yu Wu, Linchao Zhu, Yi Yang
    AAAI 2020 (Oral) [PDF]

  • FASTER Recurrent Networks for Video Classification
    Linchao Zhu, Laura Sevilla-Lara, Du Tran, Matt Feiszli, Yi Yang, Heng Wang
    AAAI 2020 [PDF]

  • Connective Cognition Network for Directional Visual Commonsense Reasoning
    Aming Wu, Linchao Zhu, Yahong Han, Yi Yang
    NeurIPS 2019 [PDF Code]

  • Dual Attention Matching for Audio-Visual Event Localization
    Yu Wu, Linchao Zhu, Yan Yan, Yi Yang
    ICCV 2019 (Oral) [PDF]

  • Entangled Transformer for Image Captioning
    Guang Li, Linchao Zhu, Ping Liu, Yi Yang
    ICCV 2019 [PDF]

  • Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification
    Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
    ICCV 2019 [PDF]

  • Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation
    Fengda Zhu, Linchao Zhu, Yi Yang
    CVPR 2019 [PDF]

  • Cubic LSTMs for Video Prediction
    Hehe Fan, Linchao Zhu, Yi Yang
    AAAI 2019 [PDF]

  • Compound Memory Networks for Few-shot Video Classification
    Linchao Zhu, Yi Yang
    ECCV 2018 [PDF], [train.list, val.list, test.list]

  • Decoupled Novel Object Captioner
    Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang
    ACM MM 2018 [PDF Code]

  • Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
    Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu
    ACM MM 2018 [PDF Code]

  • Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification
    Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang
    IJCAI 2018 [PDF Code]

  • Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
    Linchao Zhu, Zhongwen Xu, Yi Yang
    CVPR 2017 (Spotlight) [PDF Code]

  • Few-Shot Object Recognition from Machine-Labeled Web Images
    Zhongwen Xu*, Linchao Zhu*, Yi Yang
    CVPR 2017 (Spotlight), * indicates equal contributions [PDF Code]

  • Uncovering Temporal Context for Video Question Answering
    Linchao Zhu, Zhongwen Xu, Yi Yang, Alex G. Hauptmann
    IJCV, DOI: 10.1007/s11263-017-1033-7, 2017 [PDF] [Project] [Bibtex]

  • Recognizing an action using its name: A knowledge-based approach
    Chuang Gan, Yi Yang, Linchao Zhu, Deli Zhao, Yueting Zhuang
    IJCV, DOI: 10.1007/s11263-016-0893-6, 2016 [PDF]