Conference Paper

  1. Yuan Gao, Zilei Wang*, and Yixin Zhang, Delve into Source and Target Collaboration in Semi-supervised Domain Adaptation for Semantic Segmentation, in International Conference on Multimedia and Expo (ICME 2024), Niagra Falls, Canada, July 15-19, 2024, pp.xx. (DOI: xx, GitHub)

  2. Jiafan Zhuang, Zilei Wang*, Yixin Zhang, and Zhun Fan, Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Semantic Segmentation, inin IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024),  Seattle USA, June 17-21, 2024, pp.xx. (DOI: xx, GitHub)

  3.    Zhengbo Wang*, Jian Liang, Lijun Sheng, Ran He, Zilei Wang, and Tieniu Tan, A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation, in the Twelfth International Conference on Learning Representations (ICLR 2024), Vienna Austria, May 7-11, 2024, pp.xx. (DOI: xx, GitHub)

  4. Xiaoming Hu and Zilei Wang*, A Dynamic Learning Method Towards Realistic Compositional Zero-Shot Learning,in the Thirty-eighth AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, British Columbia, February 20-27, 2024, pp.xx. (DOI: xx, GitHub)

  5. Xin Sun, Qiang Liu*, Shu Wu, Zilei Wang, and Liang Wang, Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction, in the Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Singapore, December 6-10, 2023, pp.13145-13157. (DOI: 10.18653/v1/2023.findings-emnlp.876)

  6. Fan Jiang and Zilei Wang*, Sparse Sharing Relation Network for Panoptic Driving Perception, in the 31th ACM International Conference on Multimedia (MM 2023), Ottawa, ON, Canada, October 29- November 3, 2023, pp.800–808. (DOI: 10.1145/3581783.3612021, Github)

  7. Zhihong Chen, Zilei Wang*, and Yixin Zhang, Exploiting Low-confidence Pseudo-labels for Source-free Object Detection, in the 31th ACM International Conference on Multimedia (MM 2023), Ottawa, ON, Canada, October 29- November 3, 2023, pp.5370-5379. (DOI: 10.1145/3581783.3612273, Github)

  8. Keyu Tu, Zilei Wang*, Junjie Li, and Yixin Zhang, Semi-supervised Domain Adaptation via Joint Contrastive Learning with Sensitivity, in the 31th ACM International Conference on Multimedia (MM 2023), Ottawa, ON, Canada, October 29- November 3, 2023, pp.5645–5654. (DOI: 10.1145/3581783.3611991)

  9. Lijun Sheng*, Jian Liang, Ran He, Zilei Wang, Tieniu Tan, AdaptGuard: Defending Against Universal Attacks for Model Adaptation, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.*-*. ( DOI:xx)

  10. Qinying Liu, Zilei Wang*, Shenghai Rong, Junjie li, Yixin Zhang, Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.10433-10443. ( DOI:xx, Github)

  11. Xiaoqiang Zhou*, Huaibo Huang, Zilei Wang, Jie Hu, Ran He, Tieniu Tan, MSRA-SR: Image Super-resolution Transformer with Multi-scale Shared Representation Acquisition, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.*-*. ( DOI:xx)

  12. Yixin Zhang, Zilei Wang*, Junjie li, Jiafan Zhuang, Zihan Lin, Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.11388-11399. ( DOI:xx,Github)

  13. Zhengbo Wang*, Jian Liang, Ran He, Nan Xu, Zilei Wang, Tieniu Tan, Improving Zero-Shot Generalization for CLIP with Synthesized Prompts, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.*-*. ( DOI:xx)

  14. Zihan Lin, Zilei Wang*, Yixin Zhang, Preparing the Future for Continual Semantic Segmentation, in International Conference on Computer Vision (ICCV 2023), Paris, France, October 2-6, 2023, pp.11910-11920. (Oral, DOI:xx,Github)

  15. Qinying Liu, Zilei Wang*, Ruoxi Chen, and Zhilin Li, Unleashing the Potential of Adjacent Snippets for Weakly-supervised Temporal Action Localization, in IEEE International Conference on Multimedia and Expo (ICME 2023), Brisbane, Australia, July 10-14, 2023, pp.2032-2037. (Oral, DOI:10.1109/ICME55011.2023.00181,Github)

  16. Shenghai Rong, Bohai Tu, Zilei Wang*, and Junjie Li, Boundary-enhanced Co-training for Weakly Supervised Semantic Segmentation, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 18-22, 2023, pp.19574-19584. (DOI:10.1109/CVPR52729.2023.01875,Github)

  17. Wentao Chen*, Chenyang Si, Zhang Zhang, Liang Wang, Zilei Wang, and Tieniu Tan, Semantic Prompt for Few-Shot Image Recognition, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 18-22, 2023, pp.23581-23591. (DOI:10.1109/CVPR52729.2023.02258)

  18. Yixin Zhang, Zilei Wang*, and Weinan He, Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 18-22, 2023, pp.7619-7629. (DOI:10.1109/CVPR52729.2023.00736,Github)

  19. Zhikang Liu, Yiming Zhou, Yuansheng Xu,and Zilei Wang*, SimpleNet: A Simple Network for Image Anomaly Detection and Localization, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 18-22, 2023,pp.20402-20411. (DOI:10.1109/CVPR52729.2023.01954, Github)

  20. Zhengbo Wang*, Jian Liang, Zilei Wang, and Tieniu Tan, Exploiting Semantic Attributes for Transductive Zero-shot Learning, in the 48th IEEE International Conference on Acoustics, Speech,  and Signal Processing (ICASSP 2023), Rhodes Island, Greece, June 4-9, 2023.

  21. Zhilin Li, Zilei Wang*, and Qinying Liu, Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization, in the Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington, DC, USA, February 7-14, 2023, pp.1513-1521. (DOI: 10.1609/aaai.v37i2.25237,Github)

  22. Yuan Gao, Zilei Wang*, Jiafan Zhuang, Yixin Zhang, and Junjie Li, Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation, in the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington, DC, USA, February 7-14, 2023, pp.641-649. (Oral, DOI: 10.1609/aaai.v37i1.25140,Github)

  23. Xiaoming Hu and Zilei Wang*, Leveraging Sub-Class Discrimination for Compositional Zero-shot Learning, in the Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington, DC, USA, February 7-14, 2023, pp.890-898. (DOI: 10.1609/aaai.v37i1.25168,Github)

  24. Zihan Lin, Zilei Wang*, and Yixin Zhang, Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment, in European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022, pp.345–361. (DOI: 10.1007/978-3-031-19818-2_20,Github)

  25. Qinying Liu and Zilei Wang*, Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition, in European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022, pp.137–155. (DOI: 10.1007/978-3-031-19772-7_9,Github)

  26. Wentao Chen*, Zhang Zhang, Wei Wang, Liang Wang, Zilei Wang, and Tieniu Tan, Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations, in European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022, pp.383–399. (DOI: 10.1007/978-3-031-20044-1_22,Github)

  27. Junjie Li, Zilei Wang*, Yuan Gao, and Xiaoming Hu, Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation, in the 30th ACM International Conference on Multimedia (MM 2022), Lisbon, Portugal, October 10-14, 2022, pp.5237–5245. (DOI: 10.1145/3503161.3548114,Github)

  28. Zhenquan Luo*, Yunlong Wang, Zilei Wang, Zhenan Sun, and Tieniu Tan, Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring, in Thirty-ninth International Conference on Machine Learning (ICML 2022), Honolulu, Hawai'i, America, July 23-29, 2022, pp.14527-14541. (PMLR 162)

  29. Zhenquan Luo*, Yunlong Wang, Zilei Wang, Zhenan Sun, and Tieniu Tan, Towards More Accurate and Privacy-preserving Iris Recognition via Federated Template Communication, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022) Workshop on FedVision, New Orleans, America, June 21-24, 2022.

  30. Jiafan Zhuang, Zilei Wang*, and Yuan Gao, Semi-Supervised Video Semantic Segmentation with Inter-Frame Feature Reconstruction, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, America, June 21-24, 2022, pp.3263-3271. (DOI: 10.1109/CVPR52688.2022.00326,Github)

  31. Junjie Li and Zilei Wang*, Multi-Level Discriminator and Wavelet Loss for Image Inpainting with Large Missing Area, in the 4th Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2021), Beijing, China, October 29-November 1,2021, pp.53-65. (DOI: 10.1007/978-3-030-88010-1_5)

  32. Zhengquan Luo*, Haiqing Li, Yunlong Wang, Zilei Wang, and Zhenan Sun, Iris Normalization Beyond Appr-circular Parameter Estimation, in the 15th Chinese Conference on Biometrics Recognition (CCBR 2021), Shanghai, China, September 10-12,2021, pp.316–324. (DOI:10.1007/978-3-030-86608-2_35)

  33.   Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, and Tieniu Tan*, Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images, in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montreal, Canada, August 21-26,2021, pp.2271-2277. (DOI:10.24963/ijcai.2021/313)

  34. Yixin Zhang, Zilei Wang*, and Yushi Mao, RPN Prototype Alignment For Domain Adaptive Object Detector, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), A Virtual Conference, June 19-25, 2021, pp.12425-12434. (DOI:10.1109/CVPR46437.2021.01224 , Github)

  35. Junjie Li, Zilei Wang*, and Xiaoming Hu, Learning Intact Features by Erasing-Inpainting for Few-shot Classification, in the Thirty-fifth AAAI Conference on Artificial Intelligence (AAAI 2021), A Virtual Conference, February 2-9, 2021, 35(9), pp.8401-8409. (ISBN-13: 9781713835974 , Github)

  36. Yesheng Zhang, Zilei Wang*, and Jiafan Zhuang, Efficient License Plate Recognition via Holistic Position Attention, in the Thirty-fifth AAAI Conference on Artificial Intelligence (AAAI 2021), A Virtual Conference, February 2-9, 2021, 35(4), pp.3438-3446. ( ISBN-13: 9781713835974 , Github)

  37. Xiaoqiang Zhou, Junjie Li, Zilei Wang*, Ran He, and Tieniu Tan, Image Inpainting with Contrastive Relation Network, in 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, January 10-15, 2021, pp.4420-4427. (DOI:10.1109/ICPR48806.2021.9412640) Best Scientific Paper Award

  38. Bingke Wang, Zilei Wang*, and Yixin Zhang, Polynomial Regression Network for Variable-Number Lane Detection, in European Conference on Computer Vision (ECCV 2020), Glasgow, Scotland, UK, August 23-28, 2020, pp.719-734. (DOI: 10.1007/978-3-030-58523-5_42, Github)

  39. Yixin Zhang and Zilei Wang*, Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation, in the Thirty-forth AAAI Conference on Artificial Intelligence (AAAI 2020), Hilton New York Midtown, New York, USA, February 7-12, 2020, pp.6877-6884. (DOI: 10.1609/aaai.v34i04.6169, Github)

  40. Qinying Liu and Zilei Wang*, Progressive Boundary Refinement Network for Temporal Action Detection, in the Thirty-forth AAAI Conference on Artificial Intelligence (AAAI 2020), Hilton New York Midtown, New York, USA, February 7-12, 2020, pp.11612-11619. (DOI: 10.1609/aaai.v34i07.6829, Github)

  41. Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang*, and Dahua Lin, Learning a Unified Classifier Incrementally via Rebalancing, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, June 16-20, 2019, pp.831-839. (DOI: 10.1109/CVPR.2019.00092, Github)

  42. Xuecai Hu*, Haoyuan Mu, Xiangyu Zhang, Zilei Wang, Jian Sun, and Tieniu Tan, Meta-SR: A Magnification-Arbitrary Network for Super-Resolution, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), Long Beach, CA, USA, June 16-20, 2019, pp.1575-1584. (DOI: 10.1109/CVPR.2019.00167, Github)

  43. Saihui Hou and Zilei Wang*, Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network, in the Thirty-third AAAI Conference on Artificial Intelligence (AAAI 2019), Honolulu, Hawaii, USA, January 27- February 1, 2019, pp.8425-8432. (DOI: 10.1609/aaai.v33i01.33018425)

  44. Siying Wu, Zheng-Jun Zha*, Zilei Wang, Houqiang Li, and Feng Wu. Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation. in International Joint Conferences on Artificial Intelligence (IJCAI 2019), Macao, China, August 10-16, 2019, pp.975-981. (DOI: 10.24963/ijcai.2019/137)


  45. Zhikang Liu, Zilei Wang*, Yan Zhao, and Ye Tian, SMC: Single-stage Multi-location Convolutional Network for Temporal Action Detection, in Asia Conference on Computer Vision (ACCV 2018), Perth Western, Australia, December 2-6, 2018, pp.179-195. (DOI: 10.1007/978-3-030-20890-5_12)

  46. Xin Wen, Zheng-Jun Zha*, Zilei Wang, Liansheng Zhuang, and Houqiang Li, CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning, in the 10-th Asia Conference on Machine Learning (ACML 2018), Beijing, China, November 14-16, 2018, PMLR 95, pp.582-597. (PMLR)

  47. Jiafan Zhuang, Saihui Hou, Zilei Wang*, and Zheng-Jun Zha, Towards Human-Level License Plate Recognition, in European Conference on Computer Vision (ECCV 2018), Munich, Germany, September 8–14, 2018, pp.314-329. (DOI: 10.1007/978-3-030-01219-9_19, Github)

  48. Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang*, and Dahua Lin, Lifelong Learning via Progressive Distillation and Retrospection, in European Conference on Computer Vision (ECCV 2018), Munich, Germany, September 8–14, 2018, pp.452-467. (DOI:10.1007/978-3-030-01219-9_27, Github)

  49. Yunlong Wang*, Fei Liu, Zilei Wang, Guangqi Hou, Zhenan Sun, and Tieniu Tan, End-to-end View Synthesis for Light Field Imaging with Pseudo 4DCNN, in European Conference on Computer Vision (ECCV 2018), Munich, Germany, September 8–14, 2018, pp.340-355. (DOI: 10.1007/978-3-030-01216-8_21)

  50. Chunshui Cao*, Yongzhen Huang, Zilei Wang, Liang Wang, Ninglong Xu, and Tieniu Tan, Lateral Inhibition-inspired Convolutional Neural Network for Visual Attention and Saliency Detection, in the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), New Orleans, Lousiana, USA, February 2–7, 2018, pp.6690-6697. (Oral, DOI:10.1609/aaai.v32i1.12238)

  51. Saihui Hou, Yushan Feng, and Zilei Wang*, VegFru: A Domain-Specific Dataset for Fine-grained Visual Categorization, in International Conference on Computer Vision (ICCV 2017), Venice, Italy, October 22-29, 2017, pp.541-549. (DOI: 10.1109/ICCV.2017.66, Github)

  52. Saihui Hou, Xu Liu, and Zilei Wang*, DualNet: Learn Complementary Features for Image Recognition, in International Conference on Computer Vision (ICCV 2017), Venice, Italy, October 22-29, 2017, pp.502-510. (DOI:10.1109/ICCV.2017.62, Github)

  53. Mingqi Qiao and Zilei Wang*, Learning the frame-2-frame ego-motion for Visual Odometry with Convolutional Neural Network, in the 2017 Chinese Conference on Computer Vision (CCCV 2017), Tianjin, China, October 12-14, 2017, pp.500-511. (DOI: 10.1007/978-981-10-7305-2_43)

  54. Zhikang Liu, Ye Tian, and Zilei Wang*, Improving Human Action Recognition by Temporal Attention, in the 2017 International Conference on Image Processing (ICIP 2017), Beijing, China, September 17-20, 2017, pp.870-874. (Oral, DOI:10.1109/ICIP.2017.8296405)

  55. Zewei Chen, Zilei Wang*, and Hongsheng Xi, A Dynamic Two-Phase Schedule Strategy for Streaming Media Edge Cloud, in the 29th Chinese Control and Decision Conference (CCDC 2017), Chongqing, China, May 28-30, 2017, pp.2281-2286. (DOI: 10.1109/CCDC.2017.7978895)

  56. Zhikang Liu, Ye Tian, and Zilei Wang*, Stacked Overcomplete Independent Component Analysis for Action Recognition, in the 13th Asian Conference on Computer Vision (ACCV 2016), Taipei, Nov 20-24, 2016, pp.368-383. (Oral, DOI: 10.1007/978-3-319-54184-6_23)

  57. Tongquan Jiang, Zilei Wang*, Zewei Chen, and Hongsheng Xi, An Adaptive Strategy of Online Session Migration for Streaming Media Edge Cloud, in the 35th Chinese Control Conference (CCC 2016), Chengdu, China, July 27-29, 2016, pp.5278-5283. (DOI: 10.1109/ChiCC.2016.7554176)

  58. Jieting He, Zilei Wang*, and Hongsheng Xi, Resources Pre-allocation based Routing Optimization in Media Edge Cloud, in the 35th Chinese Control Conference (CCC 2016), Chengdu, China, July 27-29, 2016, pp.5272-5277. [何杰挺，王子磊，奚宏生，基于资源预分配的流媒体边缘云路径规划策略，第35届中国控制会议(CCC 2016), July 27-29, 2016, pp.5272-5277]

  59. Yunlong Wang*, Guangqi Hou, Zhenan Sun, Zilei Wang, and Tieniu Tan, A Simple and Robust Super Resolution Method for Light Field Images, in IEEE Conference on Image Processing (ICIP 2016), Phoenix, Arizona, USA, September 25-28, 2016, pp.1459-1463. (DOI: 10.1109/ICIP.2016.7532600)

  60. Saihui Hou, Zilei Wang*, and Feng Wu, Deeply Exploit Depth Information for Object Detection, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2016) Workshop “ROF: Robust Features for Computer Vison 2016”, Les Vegas, Nevada, June 27-30, 2016, pp.19-27. (DOI: 10.1109/CVPRW.2016.140)

  61. Xu Liu, Zilei Wang*, Jiashi Feng, and Hongsheng Xi, Highway Vehicle Counting in Compressed Domain, in IEEE Conference/CVF on Computer Vision and Pattern Recognition (CVPR 2016), Les Vegas, Nevada, June 27-30, 2016, pp.3016-3024. (DOI: 10.1109/CVPR.2016.329)

  62. Chunshui Cao*, Xianming Liu, Yi Yang, Yinan Yu, Jiang Wang, Zilei Wang, Yongzhen Huang, Liang Wang, Chang Huang, Wei Xu, Deva Ramanan, and Thomas S. Huang, Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks, in International Conference on Computer Vision (ICCV 2015), Santiago, Chile, December 11-18, 2015, pp.2956-2964. (DOI: 10.1109/ICCV.2015.338)

  63. Dao Xiang and Zilei Wang*, Salient Object Detection via Saliency Spread, in ACCV Scene Understanding for Autonomous Systems Workshop (SUAS 2014), Singapore, November 1-5, 2014, pp.457-472. (DOI: 10.1007/978-3-319-16628-5_33)

  64. Jiashi Feng*, Xiaotong Yuan,  Zilei Wang, Huan Xu and Shuicheng Yan, Auto-grouped Sparse Representation for Visual Analysis, in European Conference on Computer Vision (ECCV 2012), Firenze, Italy, October 7-13, 2012, pp.640–653. (DOI: 10.1007/978-3-642-33718-5_46)

  65. Han Hu, Hongsheng Xi*, Jian Yang, Zilei Wang and Xumin Wu, Two-level Markov switching state-space control processes for power management in cluster systems, in 30th Chinese Control Conference (CCC 2011), Yantai China, July 22-24, 2011, pp. 5240-5244. (IEEE)

  66. Zilei Wang*, Hongsheng Xi and Shubin Xu, Off-line bandwidth smoothing with adaptive-segmented traffic, in 27th Chinese Control Conference (CCC 2008), Kunming China, July 16-18, 2008, pp.234-238. [王子磊，奚宏生，许书彬，基于码流自适应分段的离线码率平滑，2008中国控制会议(CCC 2008), July 16-18, 2008, pp.234-238.](CNKI)

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