Selected Publications

  1. Jilong Wang, Wei Gao, Ge Li, “Zoom to Perceive Better: No-reference Point Cloud Quality Assessment via Exploring Effective Multiscale Feature,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), accepted in January 2024. [IEEEXplore]

  2. Ruonan Zhang, Ge Li, Wei Gao, Thomas H. Li, “ComPoint: Can Complex-valued Representation Benefit Point Cloud Place Recognition?,” IEEE Transactions on Intelligent Transportation Systems (TITS), accepted in January 2024. [IEEEXplore]

  3. Huiming Zhang, Wei Gao, “End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy,” 2024 AAAI Conference on Artificial Intelligence (AAAI), accepted in December 2023. [AAAI]

  4. Wang Liu, Wei Gao, Xingming Mu, “Fast Inter-Frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement,” 2024 AAAI Conference on Artificial Intelligence (AAAI), accepted in December 2023. [AAAI]

  5. Zhiyi Pan, Nan Zhang, Wei Gao, Shan Liu, Ge Li, “Less is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation,” 2024 AAAI Conference on Artificial Intelligence (AAAI), accepted in December 2023. [AAAI]

  6. Yang Guo, Wei Gao, Ge Li, “Interpretable Task-inspired Adaptive Filter Pruning For Neural Networks Under Multiple Constraints,” International Journal of Computer Vision (IJCV), accepted in November 2023. [Springer]

  7. Wei Gao, Hang Yuan, Ge Li, Zhu Li, Hui Yuan, “Low Complexity Coding Unit Decision in Video-Based Point Cloud Compression,” IEEE Transactions on Image Processing (TIP), accepted in November 2023. [IEEEXplore]

  8. Yiting Shao, Ge Li, Qi Zhang, Wei Gao, Shan Liu, “Nonrigid Registration-Based Progressive Motion Compensation for Point Cloud Geometry Compression,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), accepted in September 2023. [IEEEXplore]

  9. Jilong Wang, Wei Gao, Ge Li, “Applying Collaborative Adversarial Learning to Blind Point Cloud Quality Assessment,” IEEE Transactions on Instrument and Measurement (TIM), accepted in September 2023. [IEEEXplore]

  10. Zetao Yang, Wei Gao, Ge Li, Yiqiang Yan, “SUR-Driven Video Coding Rate Control for Jointly Optimizing Perceptual Quality and Buffer Control,” IEEE Transactions on Image Processing (TIP), accepted in August 2023. [IEEEXplore]

  11. Songlin Fan, Wei Gao, “Screen-based 3D Subjective Experiment Software,” ACM International Conference on Multimedia (ACM MM), accepted in July 2023. [ACM-DL]

  12. Hang Yuan, Wei Gao, “OpenFastVC: An Open Source Library for Video Coding Fast Algorithm Implementation,” ACM International Conference on Multimedia (ACM MM), accepted in July 2023. [ACM-DL]

  13. Xianghao Zang, Wei Gao, Ge Li, Han Fang, Chao Ban, Zhongjiang He, Hao Sun, “A Baseline Investigation: Transformer-based Cross-view Baseline for Text-based Person Search,” ACM International Conference on Multimedia (ACM MM), accepted in July 2023. [ACM-DL]

  14. Junhong Lin, Shufan Pei, Bing Chen, Nanfeng Jiang, Wei Gao, Tiesong Zhao, “LDRM: Degradation Rectify Model for Low-light Imaging via Color-Monochrome Cameras,” ACM International Conference on Multimedia (ACM MM), accepted in July 2023. [ACM-DL]

  15. Wei Gao, Shangkun Sun, Huiming Zheng, Yuyang Wu, Hua Ye, Yongchi Zhang, “OpenDMC: An Open-Source Library and Performance Evaluation for Deep-learning-based Multi-frame Compression,” ACM International Conference on Multimedia (ACM MM), accepted in July 2023. [ACM-DL]

  16. Lvfang Tao, Wei Gao, Ge Li, Chenhao Zhang, “AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing,” International Conference on Computer Vision (ICCV), accepted in 2023. [IEEEXplore]

  17. Jin Chen, Aiping Huang, Wei Gao, Yuzhen Niu, Tiesong Zhao, “Joint Shared-and-Specific Information for Deep Multi-View Clustering,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), accepted in 2023. [IEEEXplore]

  18. Yuanqi Chen, Shangkun Sun, Ge Li, Wei Gao, Thomas H. Li, “Closing the Gap between Theory and Practice during Alternating Optimization for GANs,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), accepted in 2023. [IEEEXplore]

  19. Nan Zhang, Zhiyi Pan, Thomas H. Li, Wei Gao, Ge Li, “Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering,” IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), accepted in 2023. [IEEEXplore]

  20. Fei Song, Ge Li, Xiaodong Yang, Wei Gao, Shan Liu, “Block-Adaptive Point Cloud Attribute Coding With Region-Aware Optimized Transform,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 33, no. 8, pp. 4294-4308, Aug. 2023. [IEEEXplore]

  21. Wei Gao, Hang Yuan, Guibiao Liao, Zixuan Guo, Jianing Chen, “PP8K: A New Dataset for 8K UHD Video Compression and Processing,” IEEE MultiMedia (IEEE MM), accepted in 2023. [IEEEXplore]

  22. Yuanqi Chen, Cece Jin, Ge Li, Thomas H. Li, Wei Gao, “Mitigating Label Noise in GANs via Enhanced Spectral Normalization,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), accepted in 2023. [IEEEXplore]

  23. Wei Gao, Songlin Fan, Ge Li, Weisi Lin, “A Thorough Benchmark and A New Model for Light Field Saliency Detection,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 7, pp. 8003-8019, 1 July 2023. [IEEEXplore]

  24. Hao Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Wei Gao, “PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling,” IEEE Transactions on Image Processing (TIP), 2022. [IEEEXplore]

  25. Ruonan Zhang, Wei Gao, Ge Li, Thomas Li, “QINet: Decision Surface Learning and Adversarial Enhancement for Quasi-Immune Completion of Diverse Corrupted Point Clouds,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. [IEEEXplore]

  26. Runmin Cong, Haowei Yang, Qiuping Jiang, Wei Gao, Haisheng Li, Cong Wang, Yao Zhao, Sam Kwong, “BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images,” IEEE Transactions on Instrumentation and Measurement (TIM), 2022. [IEEEXplore]

  27. Guanghui Yue, Siying Li, Tianwei Zhou, Miaohui Wang, Jingfeng Du, Tianfu Wang, Qiuping Jiang, Wei Gao, “Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images,” IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2022. [IEEEXplore]

  28. Songlin Fan, Wei Gao, Ge Li, “Salient Object Detection for Point Clouds,” European Conference on Computer Vision (ECCV), 2022. [Springer]

  29. Wei Gao, Hua Ye, Ge Li, Huiming Zheng, Yuyang Wu, Liang Xie, “OpenPointCloud: An Open-Source Algorithm Library of Deep Learning Based Point Cloud Compression,” ACM International Conference on Multimedia (ACM MM), 2022. [ACM-DL]

  30. Hang Yuan, Wei Gao, Ge Li, Zhu Li, “Rate-Distortion-Guided Learning Approach with Cross-Projection Information for V-PCC Fast CU Decision,” ACM International Conference on Multimedia (ACM MM), 2022. [ACM-DL]

  31. Wei Gao, Hang Yuan, Yang Guo, Lvfang Tao, Zhanyuan Cai, Ge Li, “OpenHardwareVC: An Open Source Library for 8K UHD Video Coding Hardware Implementation,” ACM International Conference on Multimedia (ACM MM), 2022. [ACM-DL]

  32. Guibiao Liao, Wei Gao, Ge Li, Junle Wang, Sam Kwong, “Cross-Collaborative Fusion-Encoder Network for Robust RGB-Thermal Salient Object Detection,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. [IEEEXplore]

  33. Dinghao Yang, Wei Gao, Hui Yuan, Junhui Hou, Ge Li, Sam Kwong, “3D Point Cloud Classification via Exploiting Efficient Manifold Learning Based Feature Representation,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2022. [ACM-DL]

  34. Ruonan Zhang, Jingyi Chen, Wei Gao, Ge Li, Thomas Li, “PointOT: Interpretable Geometry-Inspired Point Cloud Generative Model via Optimal Transport,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. [IEEEXplore]

  35. Xiaoyu Zhang, Wei Gao, Ge Li, Qiuping Jiang, Runmin Cong, “Image Quality Assessment Driven Reinforcement Learning for Mixed Distorted Image Restoration,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2022. [ACM-DL]

  36. Wei Gao, Yang Guo, Siwei Ma, Ge Li, Sam Kwong, “Efficient Neural Network Compression Inspired by Compressive Sensing,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022. [IEEEXplore]

  37. Zhuangzi Li, Ge Li, Thomas Li, Shan Liu, Wei Gao, “Semantic Point Cloud Upsampling,” IEEE Transactions on Multimedia (TMM), 2022. [IEEEXplore]

  38. Wenbo Zhao, Xianming Liu, Zhiwei Zhong, Junjun Jiang, Wei Gao, Ge Li, Xiangyang Ji, "Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [IEEEXplore]

  39. Xianghao Zang, Ge Li, Wei Gao, “Multi-dimension and Multi-scale Pyramid in Transformer for Video-based Pedestrian Retrieval,” IEEE Transactions on Industrial Informatics (TII), 2022. [IEEEXplore]

  40. Yang Guo, Wei Gao, Siwei Ma, Ge Li, “Accelerating Transform Algorithm Implementation for Efficient Intra Encoder of 8K UHD Videos,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2021. [ACM-DL]

  41. Chunyang Fu, Ge Li, Rui Song, Wei Gao, Shan Liu, “OctAttention: Octree-based Large-scale Contexts Model for Point Cloud Compression,” AAAI Conference on Artificial Intelligence (AAAI), 2021. [AAAI]

  42. Zhenyu Peng, Qiuping Jiang, Feng Shao, Wei Gao, Weisi Lin, “LGGD+: Image Retargeting Quality Assessment by Measuring Local and Global Geometric Distortions,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), September 2021. [IEEEXplore]

  43. Fei Song, Yiting Shao, Wei Gao, Haiqiang Wang, Thomas Li, "Layer-Wise Geometry Aggregation Framework for Lossless LiDAR Point Cloud Compression," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), July 2021. [IEEEXplore]

  44. Zhuangzi Li, Ge Li, Thomas Li, Shan Liu, Wei Gao, "Information-Growth Attention Network for Image Super-Resolution," ACM International Conference on Multimedia (ACM MM), Chengdu, China, October 20-24, 2021. [ACM-DL]

  45. Wei Gao, Qiuping Jiang, Ronggang Wang, Siwei Ma, Ge Li, Sam Kwong, "Consistent Quality Oriented Rate Control in HEVC via Balancing Intra and Inter Frame Coding," IEEE Transactions on Industrial Informatics (TII), 2021. [IEEEXplore]

  46. Yudong Mao, Qiuping Jiang, Runmin Cong, Wei Gao, Feng Shao, Sam Kwong, "Cross-modality Fusion and Progressive Integration Network for Saliency Prediction on Stereoscopic 3D Images," IEEE Transactions on Multimedia (TMM), 2021. [IEEEXplore]

  47. Wei Gao, Linjie Zhou, Lvfang Tao, "A Fast View Synthesis Implementation Method for Light Field Applications," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2021. [ACM-DL]

  48. Wei Gao, Guibiao Liao, Siwei Ma, Ge Li, Yongsheng Liang, Weisi Lin, "Unified Information Fusion Network for Multi-Modal RGB-D and RGB-T Salient Object Detection," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021. [IEEEXplore]

  49. Qiuping Jiang, Wei Gao, Shiqi Wang, Guanghui Yue, Feng Shao, Yo-Sung Ho, Sam Kwong, "Blind Image Quality Measurement by Exploiting High Order Statistics with Deep Dictionary Encoding Network," IEEE Transactions on Instrumentation and Measurement (TIM), vol. 69, no. 10, pp. 7398-7410, April 2020. [IEEEXplore]

  50. Guibiao Liao, Wei Gao, Qiuping Jiang, Ronggang Wang, Ge Li, "MMNet: Multi-Stage and Multi-Scale Fusion Network for RGB-D Salient Object Detection," ACM International Conference on Multimedia (ACM MM), Seattle, WA, USA, pp. 2436–2444, October 2020. [ACM-DL]

  51. Wei Gao, Sam Kwong, Qiuping Jiang, Chi-Keung Fong, Peter H. W. Wong, Wilson Y. F. Yuen, "Data-Driven Rate Control for Rate-Distortion Optimization in HEVC Based on Simplified Effective Initial QP Learning," IEEE Transactions on Broadcasting (TBC), vol. 65, no. 1, pp. 94-108, March 2019. [IEEEXplore]

  52. Mingliang Zhou, Xuekai Wei, Shiqi Wang, Sam Kwong, Chi-Keung Fong, Peter H. W. Wong, Wilson Y. F. Yuen, Wei Gao, "SSIM-Based Global Optimization for CTU-Level Rate Control in HEVC," IEEE Transactions on Multimedia (TMM), vol. 21, no. 8, pp. 1921-1933, August 2019. [IEEEXplore]

  53. Qiuping Jiang, Feng Shao, Wei Gao, Zhuo Chen, Gangyi Jiang, Yo-Sung Ho, "Unified No-reference Quality Assessment of Singly and Multiply Distorted Stereoscopic Images," IEEE Transactions on Image Processing (TIP), vol. 28 , no. 4, pp. 1866-1881, April 2019. [IEEEXplore]

  54. Yuheng Jia, Sam Kwong, Wenhui Wu, Ran Wang, Wei Gao, "Sparse Bayesian Learning Based Kernel Poisson Regression," IEEE Transactions on Cybernetics (TCYB), vol. 49, no. 1, pp. 56-68, January 2019. [IEEEXplore]

  55. Wei Gao, Sam Kwong, Yuheng Jia, "Joint Machine Learning and Game Theory for Rate Control in High Efficiency Video Coding," IEEE Transactions on Image Processing (TIP), vol. 26, no. 12, pp. 6074-6089, December 2017. [IEEEXplore]

  56. Wei Gao, Sam Kwong, Yu Zhou, Hui Yuan, "SSIM-Based Game Theory Approach for Rate-Distortion Optimized Intra Frame CTU-Level Bit Allocation," IEEE Transactions on Multimedia (TMM), vol. 18, no. 6, pp. 988-999, June 2016. [IEEEXplore]

  57. Wei Gao, Sam Kwong, Hui Yuan, Xu Wang, "DCT Coefficient Distribution Modeling and Quality Dependency Analysis Based Frame-Level Bit Allocation for HEVC," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 26, no. 1, pp. 139-153, January 2016. [IEEEXplore]

  58. Hui Yuan, Sam Kwong, Xu Wang, Wei Gao, Yun Zhang, "Rate Distortion Optimized Inter View Frame Level Bit Allocation Method for MV-HEVC," IEEE Transactions on Multimedia (TMM), vol. 17, no. 12, pp. 2134-2146, December 2015. [IEEEXplore]