| 2026 | AAAI | Reinforced Rate Control for Neural Video Compression via Inter-Frame Rate-Distortion Awareness. | Wuyang Cong, Junqi Shi, Lizhong Wang, Weijing Shi, Ming Lu, Hao Chen, Zhan Ma |
| 2026 | DCC | MG-VLQA: Multi-Granularity Quality Assessment for Image Compression via Visual Language Models. | Hanfei Li, Anle Ke, Jiawen Gu, Chao Zhou, Tong Chen, Zhan Ma |
| 2026 | ISCAS | An Efficient Hardware Accelerator for JPEG-AI Image Compression on FPGA. | Weize Ma, Sen Gao, Siyuan Leng, Tong Chen, Ming Lu, Zhan Ma, Jun Lin |
| 2025 | AAAI | Towards Loss-Resilient Image Coding for Unstable Satellite Networks. | Hongwei Sha, Muchen Dong, Quanyou Luo, Ming Lu, Hao Chen, Zhan Ma |
| 2025 | CVPR | Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field Reconstruction. | Li Fang, Hao Zhu, Longlong Chen, Fei Hu, Long Ye, Zhan Ma |
| 2025 | CVPR | GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis. | You Wang, Li Fang, Hao Zhu, Fei Hu, Long Ye, Zhan Ma |
| 2025 | CVPR | RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds. | Kang You, Tong Chen, Dandan Ding, M. Salman Asif, Zhan Ma |
| 2025 | CVPR | Mitigating Ambiguities in 3D Classification with Gaussian Splatting. | Ruiqi Zhang, Hao Zhu, Jingyi Zhao, Qi Zhang, Xun Cao, Zhan Ma |
| 2025 | DCC | Adaptive Rate Control for Deep Video Compression with Rate-Distortion Prediction. | Bowen Gu, Hao Chen, Ming Lu, Jie Yao, Zhan Ma |
| 2025 | ICASSP | Integrating Adaptive Sampling for Optimal Learned Video Compression. | Wuyang Cong, Yuzhuo Kong, Ming Lu, Lizhong Wang, Weijing Shi, Zhan Ma |
| 2025 | ICCV | WIPES: Wavelet-based Visual Primitives. | Wenhao Zhang, Hao Zhu, Delong Wu, Di Kang, Linchao Bao, Xun Cao, Zhan Ma |
| 2025 | ICLR | On Quantizing Neural Representation for Variable-Rate Video Coding. | Junqi Shi, Zhujia Chen, Hanfei Li, Qi Zhao, Ming Lu, Tong Chen, Zhan Ma |
| 2025 | ICML | Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion. | Anle Ke, Xu Zhang, Tong Chen, Ming Lu, Chao Zhou, Jiawen Gu, Zhan Ma |
| 2025 | ICML | Efficient LiDAR Reflectance Compression via Scanning Serialization. | Jiahao Zhu, Kang You, Dandan Ding, Zhan Ma |
| 2024 | AAAI | Deep Hierarchical Video Compression. | Ming Lu, Zhihao Duan, Fengqing Zhu, Zhan Ma |
| 2024 | AAAI | Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding. | Yichi Zhang, Zhihao Duan, Ming Lu, Dandan Ding, Fengqing Zhu, Zhan Ma |
| 2024 | CVPR | Towards Backward-Compatible Continual Learning of Image Compression. | Zhihao Duan, Ming Lu, Justin Yang, Jiangpeng He, Zhan Ma, Fengqing Zhu |
| 2024 | CVPR | FINER: Flexible Spectral-Bias Tuning in Implicit NEural Representation by Variableperiodic Activation Functions. | Zhen Liu, Hao Zhu, Qi Zhang, Jingde Fu, Weibing Deng, Zhan Ma, Yanwen Guo, Xun Cao |
| 2024 | CVPR | PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos. | Qi Zhao, M. Salman Asif, Zhan Ma |
| 2024 | DCC | Accelerating Block-level Rate Control for Learned Image Compression. | Muchen Dong, Ming Lu, Zhan Ma |
| 2024 | DCC | Variable-rate Neural Speech Compression with Multi-scale Feature Extraction and Improved Entropy Modeling. | Shaohan Sun, Yuzhuo Kong, Tong Chen, Zhan Ma |
| 2024 | ECCV | EmoTalk3D: High-Fidelity Free-View Synthesis of Emotional 3D Talking Head. | Qianyun He, Xinya Ji, Yicheng Gong, Yuanxun Lu, Zhengyu Diao, Linjia Huang, Yao Yao, Siyu Zhu, Zhan Ma, Songcen Xu, Xiaofei Wu, Zixiao Zhang, Xun Cao, Hao Zhu |
| 2024 | ECCV | EDformer: Transformer-Based Event Denoising Across Varied Noise Levels. | Bin Jiang, Bo Xiong, Bohan Qu, M. Salman Asif, You Zhou, Zhan Ma |
| 2024 | ECCV | Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending. | Delong Wu, Hao Zhu, Qi Zhang, You Li, Zhan Ma, Xun Cao |
| 2024 | ICASSP | Token-Based Spatiotemporal Representation of the Events. | Bin Jiang, Zhihao Li, M. Salman Asif, Xun Cao, Zhan Ma |
| 2024 | ICASSP | NeRI: Implicit Neural Representation of LiDAR Point Cloud Using Range Image Sequence. | Ruixiang Xue, Jiaxin Li, Tong Chen, Dandan Ding, Xun Cao, Zhan Ma |
| 2024 | IJCAI | Encoding Auxiliary Information to Restore Compressed Point Cloud Geometry. | Gexin Liu, Jiahao Zhu, Dandan Ding, Zhan Ma |
| 2024 | PCS | Lossless JPEG Recompression for Similar Images via Frequency Domain Block Matching. | Hongwei Sha, Ming Lu, Zhan Ma |
| 2024 | VCIP | Compressing 3D Gaussian Splatting via a Generalizable Neural Coder. | Junteng Zhang, Tong Chen, Hao Zhu, Dong Wang, Dandan Ding, Zhan Ma |
| 2023 | CVPR | DINER: Disorder-Invariant Implicit Neural Representation. | Shaowen Xie, Hao Zhu, Zhen Liu, Qi Zhang, You Zhou, Xun Cao, Zhan Ma |
| 2023 | CVPR | DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos. | Qi Zhao, M. Salman Asif, Zhan Ma |
| 2023 | DCC | Lossless Point Cloud Attribute Compression Using Cross-scale, Cross-group, and Cross-color Prediction. | Jianqiang Wang, Dandan Ding, Zhan Ma |
| 2023 | MMSP | Quality-of-Experience Assessment for Ultra-Low Latency Live Streaming Videos. | Mingliu Sun, Hao Chen, Zhan Ma |
| 2023 | MMSP | Recurrent Information Synthesis for Down-Sampling Based Video Coding. | Chi Zhang, Ming Lu, You Li, Zhan Ma |
| 2023 | NOSSDAV | Improving ABR Performance for Short Video Streaming Using Multi-Agent Reinforcement Learning with Expert Guidance. | Yueheng Li, Qianyuan Zheng, Zicheng Zhang, Hao Chen, Zhan Ma |
| 2023 | WACV | Lossy Image Compression with Quantized Hierarchical VAEs. | Zhihao Duan, Ming Lu, Zhan Ma, Fengqing Zhu |
| 2022 | CVPR | Rendering Nighttime Image Via Cascaded Color and Brightness Compensation. | Zhihao Li, Si Yi, Zhan Ma |
| 2022 | DCC | Transformer-based Image Compression. | Ming Lu, Peiyao Guo, Huiqing Shi, Chuntong Cao, Zhan Ma |
| 2022 | MMSP | Robust Ultralow Bitrate Video Conferencing with Second Order Motion Coherency. | Zhehao Chen, Ming Lu, Hao Chen, Zhan Ma |
| 2022 | PCS | Opening the Black Box of Learned Image Coders. | Zhihao Duan, Ming Lu, Zhan Ma, Fengqing Zhu |
| 2022 | PCS | Block-Level Rate Control for Learnt Image Coding. | Xining Wang, Ming Lu, Zhan Ma |
| 2022 | VCIP | PCGFormer: Lossy Point Cloud Geometry Compression via Local Self-Attention. | Gexin Liu, Jianqiang Wang, Dandan Ding, Zhan Ma |
| 2022 | VCIP | Low Light RAW Image Enhancement Using Paired Fast Fourier Convolution and Transformer. | Yichi Zhang, Hengyu Liu, Dandan Ding, Zhan Ma |
| 2021 | CVPR | Subjective Quality Optimized Efficient Image Compression. | Xining Wang, Tong Chen, Zhan Ma |
| 2021 | DCC | Multiscale Point Cloud Geometry Compression. | Jianqiang Wang, Dandan Ding, Zhu Li, Zhan Ma |
| 2021 | ICIP | Point Cloud Geometry Compression Via Neural Graph Sampling. | Linyao Gao, Tingyu Fan, Jianqiang Wan, Yiling Xu, Jun Sun, Zhan Ma |
| 2020 | AAAI | Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. | Haojie Liu, Han Shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma |
| 2020 | ACCV | Low-Light Color Imaging via Dual Camera Acquisition. | Peiyao Guo, Zhan Ma |
| 2020 | ACCV | Robust High Dynamic Range (HDR) Imaging with Complex Motion and Parallax. | Zhiyuan Pu, Peiyao Guo, M. Salman Asif, Zhan Ma |
| 2020 | ACSSC | In-Camera Raw Compression: A New Paradigm from Image Acquisition to Display. | Zhihao Li, Haojie Liu, Lin Yang, Zhan Ma |
| 2020 | ICASSP | Variable Bitrate Image Compression with Quality Scaling Factors. | Tong Chen, Zhan Ma |
| 2020 | ICMV | Robust white balance estimation using joint attention and angular loss optimization. | Zhihao Li, Zhan Ma |
| 2020 | ISPA | Demystifying the Largest Live Game Streaming Platform via Black-Box Measurement. | Xu Zhang, Kai Yang, Rongqi Zhang, Qilin Fan, Hong Tang, Zhan Ma |
| 2019 | CVPR | Practical Stacked Non-local Attention Modules for Image Compression. | Haojie Liu, Tong Chen, Qiu Shen, Zhan Ma |
| 2019 | CVPR | Learned Image Restoration for VVC Intra Coding. | Ming Lu, Tong Chen, Haojie Liu, Zhan Ma |
| 2019 | CVPR | Hyperspectral Imaging With Random Printed Mask. | Yuanyuan Zhao, Hui Guo, Zhan Ma, Xun Cao, Tao Yue, Xuemei Hu |
| 2019 | CVPR | Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager. | Yuanyuan Zhao, Xuemei Hu, Hui Guo, Zhan Ma, Tao Yue, Xun Cao |
| 2019 | ICIP | Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications. | Ming Lu, Ming Cheng, Yiling Xu, Shiliang Pu, Qiu Shen, Zhan Ma |
| 2019 | ICIP | Looking-Ahead: Neural Future Video Frame Prediction. | Changxu Zhang, Tong Chen, Haojie Liu, Qiu Shen, Zhan Ma |
| 2019 | VCIP | Extreme Image Coding via Multiscale Autoencoders with Generative Adversarial Optimization. | Chao Huang, Haojie Liu, Tong Chen, Qiu Shen, Zhan Ma |
| 2019 | VCIP | Codedretrieval: Joint Image Compression and Retrieval with Neural Networks. | Linfeng Liu, Haojie Liu, Tong Chen, Qiu Shen, Zhan Ma |
| 2018 | CVPR | Deep Image Compression via End-to-End Learning. | Haojie Liu, Tong Chen, Qiu Shen, Tao Yue, Zhan Ma |
| 2018 | ISCAS | Modeling the Perceptual Impact of Viewport Adaptation for Immersive Video. | Shaowei Xie, Yiling Xu, Qiaojian Qian, Qiu Shen, Zhan Ma, Wenjun Zhang |
| 2017 | ICIP | Multispectral focal stack acquisition using a chromatic aberration enlarged camera. | Qian Huang, Yunqian Li, Linsen Chen, Xiaoming Zhong, Jin-Li Suo, Zhan Ma, Tao Yue, Xun Cao |
| 2017 | VTC | A Practical System Towards the Secure, Robust and Pervasive Mobile Workstyle. | Zhan Ma, Tao Yue, Xun Cao, Yiling Xu, Xin Li, Yongjin Wang |
| 2017 | VCIP | DeepCoder: A deep neural network based video compression. | Tong Chen, Haojie Liu, Qiu Shen, Tao Yue, Xun Cao, Zhan Ma |
| 2017 | VCIP | HEVC-compliant screen content transcoding based on mode mapping and fast termination. | Fanyi Duanmu, Meng Xu, Yao Wang, Zhan Ma |
| 2017 | VCIP | Modeling peripheral vision impact on perceptual quality of immersive images. | Peiyao Guo, Qiu Shen, Mingkai Huang, Rongbing Zhou, Xun Cao, Zhan Ma |
| 2016 | ICASSP | Fast intra mode decision and block matching for HEVC screen content compression. | Hao Zhang, Qiao Zhou, Ningning Shi, Feng Yang, Xin Feng, Zhan Ma |
| 2016 | ICIP | A novel screen content fast transcoding framework based on statistical study and machine learning. | Fanyi Duanmu, Zhan Ma, Wei Wang, Meng Xu, Yao Wang |
| 2016 | MMSP | Single-input-multiple-ouput transcoding for video streaming. | Chengzhi Wang, Bo Li, Jie Wang, Hao Zhang, Hao Chen, Yiling Xu, Zhan Ma |
| 2016 | WWW | GoCAD: GPU-Assisted Online Content-Adaptive Display Power Saving for Mobile Devices in Internet Streaming. | Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, Songqing Chen |
| 2015 | DCC | 2-D Index Map Coding for HEVC Screen Content Compression. | Yiling Xu, Wei Huang, Wei Wang, Fanyi Duanmu, Zhan Ma |
| 2015 | ICIP | Fast CU partition decision using machine learning for screen content compression. | Fanyi Duanmu, Zhan Ma, Yao Wang |
| 2015 | ISCAS | A linear dependent rate-quantization model for scalable video enhancement layer encoding. | Junhui Hou, Shuai Wan, Zhan Ma, Lap-Pui Chau |
| 2015 | NOSSDAV | Content-adaptive display power saving in internet mobile streaming. | Yao Liu, Mengbai Xiao, Ming Zhang, Xin Li, Mian Dong, Zhan Ma, Zhenhua Li, Songqing Chen |
| 2015 | VCIP | On video source format of screen content compression. | Xin Feng, Feng Yang, Hao Zhang, Ningning Shi, Zhan Ma |
| 2014 | ICIP | Low-complexity dictionary based lossless screen content coding. | Meng Xu, Zhan Ma, Wei Wang, Xian Wang, Haoping Yu |
| 2013 | ICIP | Robust feature selection with self-matching score. | Xin Xin, Zhu Li, Zhan Ma, Aggelos K. Katsaggelos |
| 2013 | ISCAS | Early termination schemes for fast intra mode decision in High Efficiency Video Coding. | Hao Zhang, Zhan Ma |
| 2013 | PCS | Priority classification based fast intra mode decision for High Efficiency Video Coding. | Hao Zhang, Qiang Liu, Zhan Ma |
| 2012 | CISS | Power-rate-quality optimized scalable video adaptation. | Zhan Ma, Felix C. A. Fernandes, Yao Wang |
| 2012 | ICASSP | Perceptual similarity based robust low-complexity video fingerprinting. | Karthikeyan Shanmuga Vadivel, Felix C. A. Fernandes, Zhan Ma, PoLin Lai, Ankur Saxena |
| 2012 | ICIP | Optimization of spatial, temporal and amplitude resolution for rate-constrained video coding and scalable video adaptation. | Hao Hu, Zhan Ma, Yao Wang |
| 2012 | ICIP | Unified complexity model for H.264/AVC video processing on mobile platform. | Xin Li, Zhan Ma, Felix C. A. Fernandes |
| 2012 | VCIP | Modeling power consumption for video decoding on mobile platform and its application to power-rate constrained streaming. | Xin Li, Zhan Ma, Felix C. A. Fernandes |
| 2011 | ICIP | Frame buffer compression for low-power video coding. | Zhan Ma, C. Andrew Segall |
| 2011 | ICIP | Modeling of rate and perceptual quality of video and its application to frame rate adaptive rate control. | Zhan Ma, Meng Xu, Kyeong Yang, Yao Wang |
| 2010 | CISS | Modeling the impact of frame rate and quantization stepsizes and their temporal variations on perceptual video quality: A review of recent works. | Yen-Fu Ou, Zhan Ma, Yao Wang |
| 2008 | ICASSP | Complexity modeling of scalable video decoding. | Zhan Ma, Yao Wang |
| 2008 | ICIP | Complexity modeling of H.264 entropy decoding. | Zhan Ma, Zhongbo Zhang, Yao Wang |
| 2008 | ICIP | Modeling the impact of frame rate on perceptual quality of video. | Yen-Fu Ou, Tao Liu, Zhi Zhao, Zhan Ma, Yao Wang |