Hao Chen

Written by Hao Chen |  06/09/2020 - 23/38


Hao Chen (陈浩), Ph.D.

 Xu Zhang

Assistant Professor

     School of Electronic Science and Engineering 

Nanjing University

163 Xianlin Ave, Qixia District, Nanjing 210023, Jiangsu, China

Email:  chenhao1210@nju.edu.cn

Office: 233 ESE Building

 

About Me

I am now an assistant professor in the CITE & VISION LAB, Nanjing University. My research focuses on Multimedia Communication, especially AI-driven Multimedia Transmission. I'm currently working with Prof. Xun Cao and Prof. Zhan Ma. Students who are interested in our research area are welcome to join us!

现有少量硕士名额,欢迎垂询

Education

Sep. 2013 – June.2020Ph.D. in E.E., Shanghai Jiao Tong University, China
Sep. 2009 – June 2013B.S. in E.E., Northwestern Polytechnical University, China

Professional Experiences

Sep. 2020 - Mar. 2025Associate Researcher, Nanjing University    
Apr. 2025 - PresentAssistant Professor, Nanjing University

Research Interests

  • Real-time video communication

  • Adaptive streaming

  • Reinforcement learning

Publications

(* Co-first Author, # Corresponding Author)

  • Hongwei Sha, Mucheng Dong, Quanyou Luo, Ming Lu, Hao Chen, and Zhan Ma, Towards Loss-Resilient Image Coding for Unstable Satellite Networks, AAAI, Feb. 2025. (Oral)

  • Bowen Gu, Hao Chen#, Ming Lu, Jie Yao, and Zhan Ma, Adaptive Rate Control for Deep Video Compression with Rate-Distortion Prediction, IEEE Data Compression Conference, March 2025. (Oral)

  • Peiyao Guo, Wenjing Su, Xu Zhang, Hao Chen#, and Zhan Ma, 'Modeling the Non-Uniform Retinal Perception for Viewport-Dependent Streaming of Immersive Video,' Multimedia Systems, 30:237, August 2024.

  • Wenjing Su, Yueheng Li, Hao Chen#, and Zhan Ma, 'Compass: A Prefetching Framework with Viewport Patching for 360-degree Video Streaming,' ACM SIGCOMM Workshop on Emerging Multimedia Systems, June 2024.

  • Hao Chen, Bowei Xu, Shaowei Wang, Xun Cao#, and Zhan Ma#, 'Toward Adaptive Volumetric Video Streaming: A Joint Network-Viewport Adaptation Framework,' IEEE Communications Magazine, vol. 63, no. 3, pp. 197-203, 2024.

  • Jiaoyang Yin*, Hao Chen*, Yiling Xu#, Ma Zhan, and Xiaozhong Xu, 'Learning Accurate Network Dynamics for Enhanced Adaptive Video Streaming,' IEEE Trans. Broadcasting, vol. 70, no. 3, pp. 808-821,  2024.

  • Wenming Zhu*, Wenjing Su*, Kai Yang, and Hao Chen#, 'Improving the application performance of Loki via algorithm optimization,' Multimedia Systems 30, 2(2024).

  • Yueheng Li*, Hao Chen*, Bowei Xu, Zicheng Zhang, and Zhan Ma#, 'Improving Adaptive Real-time Video Communication via Cross-layer Optimization,' IEEE Trans. Multimedia, vol. 26, pp. 5369-5382, 2024.

  • Yueheng Li, Zicheng Zhang, Hao Chen#, and Zhan Ma. 'Mamba: Bringing Multi-Dimensional ABR to WebRTC.' Proceedings of the 31st ACM International Conference on Multimedia. 2023. [Website]

  • Bowei Xu, Hao Chen#, and Zhan Ma. 'Karma: Adaptive Video Streaming via Causal Sequence Modeling.' Proceedings of the 31st ACM International Conference on Multimedia. 2023. (Oral) [Website]

  • Mingliu Sun, Hao Chen#, and Zhan Ma, Quality-of-Experience Assessment for Ultra-low Latency Live Streaming Videos, IEEE MMSP, Oct. 2023. (Oral)

  • Qianyuan Zheng, Hao Chen#, and Zhan Ma. Bamboo: Boosting Training Efficiency for Real-Time Video Streaming via Online Grouped Federated Transfer Learning. In Proceedings of the 7th Asia-Pacific Workshop on Networking (APNET '23). Association for Computing Machinery, New York, NY, USA, 215–216.

  • Yueheng Li, Qianyuan Zheng, Zicheng Zhang, Hao Chen#, and Zhan Ma. Improving ABR Performance for Short Video Streaming Using Multi-Agent Reinforcement Learning with Expert Guidance. In Proceedings of the 33rd Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV '23), Association for Computing Machinery, New York, NY, USA, 58-64.

  • Chao Zhang, Jiaoyang Yin, Yiling Xu#, Hao Chen#, Xiaozhong Xu, and Shan Liu, 'OLNC: Online Learning of Network Conditions for Adaptive Video Streaming,' 2023 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Beijing, China, 2023, pp. 1-6.

  • Zicheng Zhang, Hao Chen#, Xun Cao, and Zhan Ma, 'Anableps: Adapting Bitrate for Real-Time Communication Using VBR-encoded Video,' 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 2023, pp. 1685-1690(Oral)

  • Zhehao Chen, Ming Lu, Hao Chen*, and Zhan Ma*, 'Robust Ultralow Bitrate Video Conferencing with Second Order Motion Coherency,' 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP), Shanghai, China, 2022, pp. 1-6.

Honors & Awards

Doctor of Innovation and Entrepreneurship, Jiangsu Province, China2021
IEEE Broadcast Technology Society 2019 Best Paper Award2019