Publications

Conference

1. DualCIR: Enhancing Training-Free Composed Image Retrieval via Dual-Directional Descriptions
   Jingjiao Zhao, Jiaju Li, Dongze Lian, Liguo Sun, Pin Lv
   IEEE Winter Conference on Applications of Computer Vision (WACV), 2025.
   

2. Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach
   Taolin Zhang, Jiawang Bai, Zhihe Lu, Dongze Lian, Genping Wang, Xinchao Wang, Shu-Tao Xia
   European Conference on Computer Vision (ECCV), 2024. [Code]
   

3. DreamDrone: Text-to-Image Diffusion Models are Zero-shot Perpetual View Generators
   Hanyang Kong, Dongze Lian, Michael Bi Mi, Xinchao Wang
   European Conference on Computer Vision (ECCV), 2024.
   

4. Receptive Fields As Experts in Convolutional Neural Networks
   Dongze Lian, Weihao Yu, Xinchao Wang
   International Conference on Machine Learning (ICML), 2024.
   

5. TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding
   Shuo Wang, Jing Li, Zibo Zhao, Dongze Lian, Binbin Huang, Xiaomei Wang, Zhengxin Li, Shenghua Gao
   IEEE Winter Conference on Applications of Computer Vision (WACV), 2024. [Code]
   

6. GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph
   Xin Li, Dongze Lian (Co-1st), Zhihe Lu, Jiawang Bai, Zhibo Chen, Xinchao Wang
   Neural Information Processing Systems (NeurIPS), 2023. [Code]
   

7. Priority-Centric Human Motion Generation in Discrete Latent Space
   Hanyang Kong, Kehong Gong, Dongze Lian, Michael Bi Mi, Xinchao Wang
   IEEE International Conference on Computer Vision (ICCV), 2023.
   

8. Dataset Quantization
   Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian, Yifan Zhang, Yang You, Jiashi Feng
   IEEE International Conference on Computer Vision (ICCV), 2023. [Code]
   

9. TM2D: Bimodality Driven 3D Dance Generation via Music-Text Integration
   Kehong Gong, Dongze Lian (Co-1st), Heng Chang, Chuan Guo, Zihang Jiang, Xinxin Zuo, Michael Bi Mi, Xinchao Wang
   IEEE International Conference on Computer Vision (ICCV), 2023. [Code]
   

10. Revisiting Event-based Video Frame Interpolation
    Jiaben Chen, Yichen Zhu, Dongze Lian, Jiaqi Yang, Yifu Wang, Renrui Zhang, Xinhang Liu, Shenhan Qian, Laurent Kneip, Shenghua Gao
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023. [Website]
    

11. Weakly Supervised Video Representation Learning With Unaligned Text for Sequential Videos
    Sixun Dong, Huazhang Hu, Dongze Lian, Weixin Luo, Yicheng Qian, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Code]
    

12. iQuery: Instruments As Queries for Audio-Visual Sound Separation
    Jiaben Chen, Renrui Zhang, Dongze Lian, Jiaqi Yang, Ziyao Zeng, Jianbo Shi
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [Website] [Code]
    

13. Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
    Dongze Lian, Daquan Zhou, Jiashi Feng, Xinchao Wang
    Neural Information Processing Systems (NeurIPS), 2022. [Code]
    

14. SVIP: Sequence VerIfication for Procedures in Videos
    Yicheng Qian, Weixin Luo, Dongze Lian, Xu Tang, Peilin Zhao, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [Code]
    

15. TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting
    Huazhang Hu, Sixun Dong, Yiqun Zhao, Dongze Lian, Zhengxin Li, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR, Oral), 2022. [Code]
    

16. AS-MLP: An Axial Shifted MLP Architecture for Vision
    Dongze Lian, Zehao Yu, Xing Sun, Shenghua Gao
    International Conference on Learning Representations (ICLR), 2022. [Code]
    

17. Crowd Counting With Partial Annotations in an Image
    Yanyu Xu, Ziming Zhong, Dongze Lian, Jing Li, Zhengxin Li, Xinxing Xu, Shenghua Gao
    IEEE International Conference on Computer Vision (ICCV), 2021. [Code]
    

18. Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding
    Binbin Huang, Dongze Lian, Weixin Luo, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Code]
    

19. KGDet: Keypoint-Guided Fashion Detection
    Shenhan Qian, Dongze Lian (Co-1st), Binqiang Zhao, Tong Liu, Bohui Zhu, Hai Li, Shenghua Gao
    AAAI Conference on Artificial Intelligence (AAAI), 2021. [Code]
    

20. Towards Fast Adaptation of Neural Architectures with Meta Learning
    Dongze Lian, Yin Zheng, Yintao Xu, Yanxiong Lu, Leyu Lin, Peilin Zhao, Junzhou Huang, Shenghua Gao
    International Conference on Learning Representations (ICLR), 2020. [Code]
    

21. Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization
    Dongze Lian, Jing Li, Jia Zheng, Weixin Luo, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Code]
    

22. Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks
    Hao Cheng, Dongze Lian (Co-1st), Bowen Deng, Shenghua Gao, Tao Tan, Yanlin Geng
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Code]
    

23. Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding
    Zehao Yu, Jia Zheng, Dongze Lian, Zihan Zhou, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [Code]
    

24. RGBD Based Gaze Estimation via Multi-task CNNs
    Dongze Lian, Ziheng Zhang, Weixin Luo, Lina Hu, Minye Wu, Zechao Li, Jingyi Yu, Shenghua Gao
    AAAI Conference on Artificial Intelligence (AAAI), 2019. [Code]
    

25. Evaluating Capability of Deep Neural Networks for Image Classification via Mutual Information
    Hao Cheng, Dongze Lian, Shenghua Gao, Yanlin Geng
    European Conference on Computer Vision (ECCV), 2018.
    

26. Believe It or Not, We Know What You Are Looking at!
    Dongze Lian, Zehao Yu, Shenghua Gao
    Asian Conference on Computer Vision (ACCV, Oral), 2018. [Code]
    

27. Future Frame Prediction for Anomaly Detection – A New Baseline
    Wen Liu, Weixin Luo, Dongze Lian, Shenghua Gao
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. [Code]
    

Journal

1. Locating and Counting Heads in Crowds With a Depth Prior
   Dongze Lian, Xianing Chen, Jing Li, Weixin Luo, and Shenghua Gao
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. [Code]
   

2. Future Frame Prediction Network for Video Anomaly Detection
   Weixin Luo, Wen Liu, Dongze Lian, and Shenghua Gao
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
   

3. Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks
   Weixin Luo, Wen Liu, Dongze Lian, Jinhui Tang, Lixin Duan, Xi Peng, Shenghua Gao
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. [Code]
   

4. Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification
   Hao Cheng, Dongze Lian, Shenghua Gao, Yanlin Geng
   Entropy (Entropy), 2019.
   

5. Multi-view Multi-task Gaze Prediction with Deep Convolutional Neural Networks
   Dongze Lian, Lina Hu, Weixin Luo, Yanyu Xu, Lixin Duan, Jingyi Yu, Shenghua Gao
   IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018. [Code]