Full Publications

  1. Ruonan Zhang, Ge Li, Wei Gao, Shan Liu, “A Quantum-inspired Framework in Master-servant Mode for Large-scale Multi-modal Place Recognition,” IEEE Transactions on Intelligent Transportation Systems (TITS), 2024. [IEEEXplore]

  2. Yuan Li, Wei Gao, Ge Li, Siwei Ma, “Saliency Segmentation Oriented Deep Image Compression with Novel Bit Allocation,” IEEE Transactions on Image Processing (TIP), 2024. [IEEEXplore]

  3. Dinghao Yang, Wei Gao, “PointCHD: A Point Cloud Benchmark for Congenital Heart Disease Classification and Segmentation,” IEEE Journal of Biomedical and Health Informatics (JBHI), 2024. [IEEEXplore]

  4. Wei Gao, Ge Li, “Point Cloud Compression, Enhancement and Applications: From 3D Perception to Large Models,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM DL]

  5. Haohui Li, Wei Gao, “Information Exploration of Projected Views for Point Cloud Quality Measurement,” IEEE Transactions on Instrumentation and Measurement (TIM), 2024. [IEEEXplore]

  6. Songlin Fan, Wei Gao, Ge Li, “Point-MPP: Point Cloud Self-supervised Learning from Masked Position Prediction,” IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024. [IEEEXplore]

  7. Liang Xie, Xingming Mu, Ge Li, Wei Gao, “PKU-DPCC: A New Dataset for Dynamic Point Cloud Compression,” APSIPA Transactions on Signal and Information Processing (ATSIP), 2024. [NowPublishers]

  8. Shangkun Sun, Jiaming Liu, Huaxia Li, Guoqing Liu, Thomas H. Li, Wei Gao, “StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences,” Advances in Neural Information Processing Systems (NeurIPS), 2024. [NeurIPS]

  9. Zhiyi Pan, Wei Gao, Shan Liu, Ge Li, “Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation,” Advances in Neural Information Processing Systems (NeurIPS), 2024. [NeurIPS]

  10. Xingming Mu, Wei Gao, Hang Yuan, Shunzhou Wang, Ge Li, “Adaptive LPU Decision for Dynamic Point Cloud Compression,” IEEE Signal Processing Letters (SPL), 2024. [IEEEXplore]

  11. Huiming Zheng, Wei Gao, Zhuozhen Yu, Tiesong Zhao, Ge Li, “ViewPCGC: View-Guided Learned Point Cloud Geometry Compression,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  12. Liang Xie, Wei Gao, Huiming Zheng, Ge Li, “ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  13. Changhao Peng, Wei Gao, “Laplacian Matrix Learning for Point Cloud Attribute Compression with Ternary Search-Based Adaptive Block Partition,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  14. Hang Yuan, Wei Gao, Wenxu Gao, “OpenSEP: An Open Source Subjective Experiment Platform,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  15. Liang Xie, Wei Gao, “LearningPCC: A PyTorch Library for Learning-Based Point Cloud Compression,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  16. Liang Xie, Wei Gao, “PCHMVision: An Open-Source Library of Point Cloud Compression for Human and Machine Vision,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  17. Wei Gao, Huiming Zheng, Chenhao Zhang, Kaiyu Zheng, Zhuozhen Yu, Yuan Li, Hua Ye, Yongchi Zhang, “OpenDIC: An Open-Source Library and Performance Evaluation for Deep-learning-based Image Compression,” ACM International Conference on Multimedia (ACM MM), 2024. [ACM-DL]

  18. He Liu, Yipei Xu, Simin Tao, Zhipeng Huang, Biwei Xie, Xingquan Li, Wei Gao, “Simultaneous Conjugate Gradient and iAFF-UNet for Accurate IR Drop Calculation,” IEEE International Conference on Computer Design (ICCD), 2024. [IEEEXplore]

  19. Chenhao Zhang, Wei Gao, “Learned Rate Control for Frame-Level Adaptive Neural Video Compression via Dynamic Neural Network,” European Conference on Computer Vision (ECCV), 2024. [Springer]

  20. Zhaojian Yao, Wei Gao, “Iterative Saliency Aggregation and Assignment Network for Efficient Salient Object Detection in Optical Remote Sensing Images,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024. [IEEEXplore]

  21. Guibiao Liao, Wei Gao, “Rethinking Feature Mining for Light Field Salient Object Detection,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) , 2024. [ACM-DL]

  22. Wang Liu, Wei Gao, Ge Li, Siwei Ma, Tiesong Zhao, Hui Yuan, “Enlarged Motion-Aware and Frequency-Aware Network for Compressed Video Artifact Reduction,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. [IEEEXplore]

  23. Tai Qin, Ge Li, Wei Gao, Shan Liu, “Multi-grained Point Cloud Geometry Compression via Dual-model Prediction with Extended Octree,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024. [ACM-DL]

  24. Yiting Shao, Wei Gao, Shan Liu, Ge Li, “Advanced Patch-based Affine Motion Estimation for Dynamic Point Cloud Geometry Compression,” Sensors (SENSORS), 2024. [MDPI]

  25. Yiting Shao, Fei Song, Wei Gao, Shan Liu, Ge Li, “Texture-guided Graph Transform Optimization for Point Cloud Attribute Compression,” Applied Sciences (APPLSCI), 2024. [MDPI]

  26. Yuyang Wu, Liang Xie, Shangkun Sun, Wei Gao, Yiqiang Yan, “Adaptive Intra Period Size for Deep Learning-based Screen Content Video Coding,” 2024 IEEE Conference on Multimedia Expo Workshops (ICMEW) , 2024. [IEEEXplore]

  27. Yiting Shao, Xiaodong Yang, Wei Gao, Shan Liu, Ge Li, “3D Point Cloud Attribute Compression Using Diffusion-based Texture-aware Intra Prediction,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. [IEEEXplore]

  28. Bowen Qu, Xiaoyu Liang, Shangkun Sun, Wei Gao, “Exploring AIGC Video Quality: A Focus on Visual Harmony, Video-Text Consistency and Domain Distribution Gap,” IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA, June 17-21, 2024. [IEEEXplore]

  29. Bowen Qu, Haohui Li, Wei Gao, “Bringing Textual Prompt to AI-Generated Image Quality Assessment,” 2024 IEEE Conference on Multimedia Expo (ICME), 2024. [IEEEXplore]

  30. Keli Wen, Nan Zhang, Ge Li, Wei Gao, “MPVNN: Multi-Resolution Point-Voxel Non-Parametric Network for 3D Point Cloud Processing,” 2024 IEEE Conference on Multimedia Expo (ICME), 2024. [IEEEXplore]

  31. Zhiyi Pan, Guoqing Liu, Wei Gao, Thomas Li, “EPContrast: Effective Point-level Contrastive Learning for Large-scale Point Cloud Understanding,” 2024 IEEE Conference on Multimedia Expo (ICME), 2024. [IEEEXplore]

  32. Xiaolong Mao, Hui Yuan, Xin Lu, Raouf Hamzaoui, Wei Gao, “PCAC-GAN: A Sparse-Tensor-Based Generative Adversarial Network for 3D Point Cloud Attribute Compression,” Computational Visual Media (CVM), 2024. [Springer]

  33. Liang Xie, Wei Gao, Huiming Zheng, Ge Li, “SPCGC: Scalable Point Cloud Geometry Compression for Machine Vision,” 2024 IEEE International Conference on Robotics and Automation (ICRA), May 13-17, 2024, Yokohama, Japan. [IEEEXplore]

  34. 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), 2024. [IEEEXplore]

  35. 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), 2024. [IEEEXplore]

  36. Liang Xie, Wei Gao, Huiming Zheng, Hua Ye, “Semantic-Aware Visual Decomposition for Point Cloud Geometry Compression,” 2024 Data Compression Conference (DCC), Snowbird, Utah, March 19-22, 2024. [IEEE]

  37. Zhiyang Qi, Wei Gao, “Variable-Rate Point Cloud Geometry Compression Based on Feature Adjustment and Interpolation,” 2024 Data Compression Conference (DCC), Snowbird, Utah, March 19-22, 2024. [IEEE]

  38. Zhuozhen Yu, Wei Gao, “When Dynamic Neural Network Meets Point Cloud Compression: Computation-Aware Variable Rate and Checkerboard Context,” 2024 Data Compression Conference (DCC), Snowbird, Utah, March 19-22, 2024. [IEEE]

  39. Liang Xie, Wei Gao, Songlin Fan, Zhaojian Yao, “PDNet: Parallel Dual-branch Network for Point Cloud Geometry Compression and Analysis,” 2024 Data Compression Conference (DCC), Snowbird, Utah, March 19-22, 2024. [IEEE]

  40. Jingshu Zhang, Yueru Chen, Guoqing Liu, Wei Gao, Ge Li, “Efficient Point Cloud Attribute Compression Framework using Attribute-guided Graph Fourier Transform,” 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, April 14-19, 2024. [IEEE]

  41. Shuqing Luo, Wei Gao, “A General Framework for Rotation Invariant Point Cloud Analysis,” 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, April 14-19, 2024. [IEEE]

  42. Huiming Zhang, Wei Gao, “End-to-End RGB-D Image Compression via Exploiting Channel-Modality Redundancy,” 2024 AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, February 20-27, 2024. [AAAI]

  43. 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), Vancouver, Canada, February 20-27, 2024. [AAAI]

  44. 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), Vancouver, Canada, February 20-27, 2024. [AAAI]

  45. Yang Guo, Wei Gao, Ge Li, “Interpretable Task-inspired Adaptive Filter Pruning for Neural Networks Under Multiple Constraints,” International Journal of Computer Vision (IJCV), 2024. [Springer]

  46. Hang Yuan, Wei Gao, Siwei Ma, Yiqiang Yan, “Divide-and-Conquer-Based RDO-Free CU Partitioning for 8K Video Compression,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2023. [ACM-DL]

  47. 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), 2023. [IEEEXplore]

  48. 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), 2023. [IEEEXplore]

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

  50. Zetao Yang, Wei Gao, Xijing Lu, “DANet: Density-Adaptive Network for Geometry-based Point Cloud Compression Artifacts Removal,” 2023 IEEE International Conference on Visual Communication and Image Processing (VCIP), 2023. [IEEEXplore]

  51. Xijing Lu, Wei Gao, “AttentiveNet: Detecting Small Objects for LiDAR Point Clouds by Attending to Important Points,” 2023 IEEE International Conference on Visual Communication and Image Processing (VCIP), 2023. [IEEEXplore]

  52. Yang Wang, Wei Gao, “Rate Control Optimization for Joint Geometry and Attribute Coding of LiDAR Point Clouds,” 2023 IEEE International Conference on Visual Communication and Image Processing (VCIP), 2023. [IEEEXplore]

  53. 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), 2023. [IEEEXplore]

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

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

  56. 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), 2023. [ACM-DL]

  57. 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), 2023. [ACM-DL]

  58. 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), 2023. [ACM-DL]

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

  60. 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), 2023. [IEEEXplore]

  61. 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), 2023. [IEEEXplore]

  62. Linjie Zhou, Wei Gao, Ge Li, Hui Yuan, Tiesong Zhao, Guanghui Yue, “Disentangled Feature Distillation for Light Field Super-Resolution with Degradations,” IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2023. [IEEEXplore]

  63. Zongxu Yue, Ge Li, Wei Gao, “Cross-level Guided Attention for Human-Object Interaction Detection,” IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2023. [IEEEXplore]

  64. 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), 2023. [IEEEXplore]

  65. 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), 2023. [IEEEXplore]

  66. 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]

  67. 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), 2023. [IEEEXplore]

  68. 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]

  69. 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]

  70. Yangfan Sun, Zhu Li, Shizheng Wang, Wei Gao, “Depth-Assisted Calibration on Learning-based Factorization for Compressive Light Field Display,” Optics Express, 2022. [OSA]

  71. 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, July 2023. [IEEEXplore]

  72. Jinrui Xing, Hui Yuan, Chen Chen, Wei Gao, “Wiener Filter-Based Color Attribute Quality Enhancement for Geometry-Based Point Cloud Compression,” Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022. [APSIPA]

  73. Yuhao An, Yiting Shao, Ge Li, Wei Gao, Shan Liu, “A Fast Motion Estimation Method With Hamming Distance for LiDAR Point Cloud Compression,” IEEE International Conference on Visual Communication and Image Processing (VCIP), 2022. [IEEEXplore]

  74. Wei Gao, Ge Li, Hui Yuan, Raouf Hamzaoui, Zhu Li, Shan Liu, “APCCPA’22: 1st International Workshop on Advances in Point Cloud Compression, Processing and Analysis,” ACM International Conference on Multimedia (ACM MM), 2022. [ACM-DL]

  75. Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang, “OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms,” Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2022. [ArXiv]

  76. Yongchi Zhang, Wei Gao, Ge Li, “OpenPointCloud-V2: A Deep Learning Based Open-Source Algorithm Library of Point Cloud Processing,” Proceedings of the 1st International Workshop on Advances in Point Cloud Compression, Processing and Analysis (APCCPA) at ACM Multimedia, 2022. [ACM-DL]

  77. Liang Xie, Wei Gao, Huiming Zheng, “End-to-End Point Cloud Geometry Compression and Analysis with Sparse Tensor,” Proceedings of the 1st International Workshop on Advances in Point Cloud Compression, Processing and Analysis (APCCPA) at ACM Multimedia, 2022. [ACM-DL]

  78. 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]

  79. 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]

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

  81. 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]

  82. 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]

  83. 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]

  84. Linjie Zhou, Wei Gao, Ge Li, “End-to-End Spatial-Angular Light Field Super-Resolution Using Parallax Structure Preservation Strategy,” International Conference on Image Processing (ICIP), 2022. [IEEEXplore]

  85. Jingyi Chen, Ge Li, Ruonan Zhang, Thomas H. Li, Wei Gao, “PointIVAE: Invertible Variational Autoencoder Framework for 3D Point Cloud Generation,” International Conference on Image Processing (ICIP), 2022. [IEEEXplore]

  86. Tian Guo, Hui Yuan, Tingting Wang, Wei Gao, “Graph Filter-Based Fast Motion Matching for Inter Frame Coding of MPEG G-PCC,” International Conference on Image Processing (ICIP), 2022. [IEEEXplore]

  87. 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]

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

  89. Yuanqi Chen, Xiaoming Yu, Shan Liu, Wei Gao, Ge Li, “Zero-Shot Unsupervised Image-to-Image Translation via Exploiting Semantic Attributes,” Image and Vision Computing (IVC), 2022. [ScienceDirect]

  90. 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]

  91. 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]

  92. 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]

  93. Baixiang Yang, Wei Gao, Ge Li, “Focus and Adjust: Progressive Refinement Network for Human Object Interaction Detection,” International Conference on Pattern Recognition (ICPR), 2022. [IAPR]

  94. Fei Song, Ge Li, Wei Gao, Thomas H. Li, “Rate-Distortion Optimized Graph for Point Cloud Attribute Coding,” IEEE Signal Processing Letters (SPL), 2022. [IEEEXplore]

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

  96. Fei Song, Ge Li, Xiaodong Yang, Wei Gao, Thomas H. Li, “Fine-Grained Correlation Representation for Graph-based Point Cloud Attribute Compression,” IEEE International Conference on Multimedia and Expo (ICME), 2022. [IEEEXplore]

  97. Xiaoqing Fan, Ge Li, Dingquan Li, Yurui Ren, Wei Gao, Thomas H. Li, “Deep Geometry Post-Processing for Decompressed Point Clouds,” IEEE International Conference on Multimedia and Expo (ICME), 2022. [IEEEXplore]

  98. Xiaoyu Zhang, Guibiao Liao, Wei Gao, Ge Li, “TDRNet: Transformer-based Dual-branch Restoration Network for Geometry based Point Cloud Compression Artifacts,” IEEE International Conference on Multimedia and Expo (ICME), 2022. [IEEEXplore]

  99. Yang Guo, Wei Gao, “Semantic-driven Automatic Filter Pruning for Neural Networks,” IEEE International Conference on Multimedia and Expo (ICME), 2022. [IEEEXplore]

  100. Lvfang Tao, Wei Gao, “A Hardware Implementation of Entropy Encoder for 8K Video Coding,” IEEE International Conference on Multimedia and Expo (ICME), 2022. [IEEEXplore]

  101. 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]

  102. 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]

  103. Rong Bao, Yurui Ren, Ge Li, Wei Gao, Shan Liu, “Flow-Based Point Cloud Completion Network with Adversarial Refinement,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [IEEEXplore]

  104. Xiaoyu Zhang, Wei Gao, Hui Yuan, Ge Li, “JE2Net: Joint Exploitation and Exploration in Reinforcement Learning Based Image Restoration,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [IEEEXplore]

  105. Xiaoyu Zhang, Wei Gao, “HIRL: Hybrid Image Restoration Based on Hierarchical Deep Reinforcement Learning via Two-step Analysis,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [IEEEXplore]

  106. Hao Liu, Hui Yuan, Hamzaoui Raouf, Wei Gao, Shuai Li, “PU-REFINER: A Geometry Refiner with Adversarial Learning for Point Cloud Upsampling,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [IEEEXplore]

  107. Yangfan Sun, Zhu Li, Li Li, Shizheng Wang, Wei Gao, “Optimization of Compressive Light Field Display in Dual-guided Learning,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [IEEEXplore]

  108. Yuyang Wu, Wei Gao, “End-to-end Lossless Compression of High Precision Depth Maps Guided by Pseudo-residual,” 2022 Data Compression Conference (DCC), 2022. [IEEEXplore]

  109. 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), 2022. [ACM-DL]

  110. 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), 2022. [AAAI]

  111. 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), 2022. [IEEEXplore]

  112. 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), 2022. [IEEEXplore]

  113. Xianghao Zang, Ge Li, Wei Gao, Xiujun Shu, “Learning to Disentangle Scenes for Person Re-Identification,” Image and Vision Computing (IVC), 2021. [ScienceDirect]

  114. Xianghao Zang, Ge Li, Wei Gao, Xiujun Shu, “Exploiting Robust Unsupervised Video Person Re-Identification,” IET Image Processing (IET-IPR), 2021. [WileyOnlineLibrary]

  115. 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), 2021. [IEEEXplore]

  116. Fangyu Shen, Wei Gao, “A Rate Control Algorithm for Video-Based Point Cloud Compression,” International Conference on Visual Communication and Image Processing (VCIP), December 5-8, 2021. [IEEEXplore]

  117. Lvfang Tao, Wei Gao, “Efficient Channel Pruning Based on Architecture Alignment and Probability Model Bypassing,” IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 17-20, 2021. [IEEEXplore]

  118. Fangyu Shen, Zhanyuan Cai, Wei Gao, “An Efficient Rate Control Algorithm for Intra Frame Coding in AVS3,” IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 17-20, 2021. [IEEEXplore]

  119. 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), 2021. [IEEEXplore]

  120. Junkang Hu, Qiuping Jiang, Hong Li, Runmin Cong, Wei Gao, Feng Shao, "Two-Branch Deep Neural Network for Underwater Image Enhancement in HSV Color Space," IEEE Signal Processing Letters (SPL), 2021. [IEEEXplore]

  121. 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]

  122. Hang Yuan, Wei Gao, Junle Wang, "Dynamic Computational Resource Allocation for Fast Inter Frame Coding in Video Conferencing Applications," IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, July 5-9, 2021. [IEEEXplore]

  123. Zixuan Guo, Wei Gao, Haiqiang Wang, Junle Wang, Songlin Fan, "No-Reference Deep Quality Assessment of Compressed Light Field Images," IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, July 5-9, 2021. [IEEEXplore]

  124. 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]

  125. 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]

  126. Yuyang Wu, Zhiyang Qi, Huiming Zheng, Lvfang Tao, Wei Gao, "Deep Image Compression with Latent Optimization and Piece-wise Quantization Approximation," IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), June 19-25, 2021. [IEEEXplore]

  127. Hang Yuan, Wei Gao, "A New Coding Unit Partitioning Mode for Screen Content Video Coding," International Conference on Digital Signal Processing (ICDSP), Chengdu, China, February 26-28, 2021. [ACM-DL]

  128. Zhanyuan Cai, Wei Gao, "Efficient Fast Algorithm and Parallel Hardware Architecture for Intra Prediction of AVS3," IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, Korea, May 22-28, 2021. [IEEEXplore]

  129. 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]

  130. Wei Gao, Lvfang Tao, Linjie Zhou, Dinghao Yang, Xiaoyu Zhang, Zixuan Guo, "Low-rate Image Compression with Super-Resolution Learning," IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA, pp. 607-610, June 2020. [IEEEXplore]

  131. 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]

  132. Wei Gao, "On the Performance Evaluation of State-of-the-art Rate Control Algorithms for Practical Video Coding and Transmission Systems," International Conference on Video and Image Processing (ICVIP), Xi’an, China, Dec. 25-27, 2020. [ACM-DL]

  133. 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]

  134. 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]

  135. Qiuping Jiang, Feng Shao, Wei Gao, Hong Li, Yo-Sung Ho, "A Risk-Aware Pairwise Rank Learning Approach for Visual Discomfort Prediction of Stereoscopic 3D Images," IEEE Signal Processing Letters (SPL), vol. 26, no. 11, pp. 1588-1592, November 2019. [IEEEXplore]

  136. 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]

  137. 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]

  138. Wei Gao, "A Multi-Objective Optimization Perspective for Joint Consideration of Video Coding Quality," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Lanzhou, China, pp. 986-991, November 2019. [IEEEXplore]

  139. 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]

  140. Yuheng Jia, Sam Kwong, Wenhui Wu, Wei Gao, Ran Wang, "Generalized Relevance Vector Machine," Intelligent Systems Conference (IntelliSys), London, UK, pp. 638-645, September 2017. [IEEEXplore]

  141. 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]

  142. 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]

  143. Wei Gao, Sam Kwong, Hongshi Sang, "Low-cost Memory Data Scheduling Method for Reconfigurable FFT Bit-reversal Circuits," Electronics Letters (EL), vol. 51, no. 3, pp. 217-219, Feburary 2015. [IEEEXplore]

  144. Wenhui Wu, Sam Kwong, Yu Zhou, Yuheng Jia, Wei Gao, "Nonnegative Matrix Factorization with Mixed Hypergraph Regularization for Community Detection," Information Sciences (INS), vol. 435, 263-281, April 2018. [ScienceDirect]

  145. Yu Zhou, Sam Kwong, Wei Gao, Xu Wang, "A Phase Congruency Based Patch Evaluator for Complexity Reduction in Multi-dictionary Based Single-image Superresolution," Information Sciences (INS), vol. 367-368, pp. 337-353, November 2016. [ScienceDirect]

  146. Wei Gao, Sam Kwong, "Phase Congruency Based Edge Saliency Detection and Rate Control for Perceptual Image and Video Coding," IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, pp. 264-269, October 2016. [IEEEXplore]

  147. Yu Zhou, Sam Kwong, Hainan Guo, Wei Gao, Xu Wang, "Bi-level Optimization of Block Compressive Sensing with Perceptually Nonlocal Similarity," Information Sciences (INS), vol. 360, pp. 1-20, September 2016. [ScienceDirect]

  148. Wei Gao, Sam Kwong, Yu Zhou, Yuheng Jia, Jia Zhang, Wenhui Wu, "Multiscale Phase Congruency Analysis for Image Edge Visual Saliency Detection," International Conference on Machine Learning and Cybernetics (ICMLC), Jeju, South Korea, pp. 75-80, July 2016. [IEEEXplore]

  149. 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]

  150. Xu Wang, Sam Kwong, Wei Gao, Yu Zhou, Hui Yuan, Yun Zhang, "Smooth View Quality Oriented Bit Allocation Optimization for 3D Video Coding," IEEE International Conference on Systems, Man, and Cybernetics (SMC), Hong Kong, pp. 1764-1769, October 2015. [IEEEXplore]

  151. Yu Zhou, Sam Kwong, Wei Gao, Xiao Zhang, Xu Wang, "Complexity Reduction in Multi-dictionary Based Single-Image Superresolution Reconstruction via Phase Congruency," International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR), Guangzhou, China, pp. 146-151, July 2015. [IEEEXplore]

  152. Wei Gao, Sam Kwong, Yu Zhou, Xu Wang, "Phase Congruency Analysis of Down-sampled and Blurring Images for Foreground Extraction," International Conference on Wavelet Analysis and Pattern Recognition (ICWAPR), Guangzhou, China, pp. 152-157, July 2015. [IEEEXplore]