Huanhuan Zhang | 张欢欢
Postdoctoral researcher
School of Computer Science, Beijing University of Posts and Telecommunications
北京邮电大学 计算机学院, A类博士后研究员
Email: zhanghuanhuan@bupt.edu.cn
Research Interest: Video streaming, network protocol, machine learning, mobile computing
Biography
Currently, I am a postdoctoral researcher in the School of Computer Science, Beijing University of Posts and Telecommunications (BUPT, China), advised by Prof. Aiguo Fei and Prof. Huadong Ma. I received my Ph.D. degree from Beijing University of Posts and Telecommunications in 2022. My research work focuses on (i) learning-based video trasnmisison, e.g., live streaming, volumetric video; (ii) network ptotocol, i.e., congestion control, traffic adaption, 5G, LEO satellite network; (iii) mobile computing and sensing.
News
- [2024/03] Our paper "Spider" was accepted by IEEE/ACM ToN 2024!
- [2024/02] Our paper "Venus" was accepted by ACM MobiCom 2024!
- [2024/02] Our extended paper "Hermes" was accepted by IEEE TMC 2024!
- [2024/01] Our extended paper "Loki-plus" was accepted by IEEE/ACM ToN 2024!
- [2024/01] Our paper "mmArrhythmia" was accepted by ACM Ubicomp 2024!
- [2023/12] 张欢欢入选CCF优秀博士学位论文激励计划（CCF优博）!
- [2023/07] Our paper "Hermes" was accepted by ACM Multimedia 2023!
- [2023/05] Our paper "TrafAda" was accepted by IEEE/ACM ToN 2023!
- [2022/10] Our paper "BreathAnalyzer" was accepted by IEEE IoTJ 2022!
- [2022/09] Our paper "Tutti" was accepted by ACM MobiCom 2022!
- [2022/07] Huanhuan is awarded the fellowship of China National Postdoctoral Program for Innovative Talents (2022年度博士后创新人才支持计划)
- [2022/06] Huanhuan receives her Ph.D degree and is currently a postdoctoral researcher at BUPT
- [2022/06] Huanhuan is awarded the Outstanding Graduates of Beijing
- [2022/03] Best presentation award of A3 Foresight Program Workshop 2022
- [2021/08] Our paper "Loki" was accepted by ACM MobiCom 2021!
- [2021/08] Our paper "Arsenal" was accepted by IEEE TVT 2021!
- [2021/08] The distinguished panelist in ACM TURC SIGMOBILE China symposium 2021
- [2021/07] Our paper "FG-LiquID" was accepted by ACM Ubicomp/IMWUT 2021!
- [2020/08] Our paper "OnRL" was accepted by ACM MobiCom 2020!
- [2019/08] Our paper "Concerto" was accepted by ACM MobiCom 2019!
Publications
2024
[ToN 2024] Reviving Peer-to-Peer Networking for Scalable Crowdsourced Live Video Streaming [PDF]
Huanhuan Zhang, Congkai An, Anfu Zhou, Chaoyue Li, Xi Liu, Jialiang Pei, Yifan Zhu, Liang Liu, Huadong Ma, Aiguo Fei
IEEE/ACM Transactions on Networking (ToN, CCF-A)
[MobiCom 2024] Venus: Enhancing QoE of Crowdsourced Live Video Streaming by Exploiting Multiflow Viewer Assistance [PDF]
Huanhuan Zhang, Congkai An, Anfu Zhou, Yifan Zhu, Weilin Sun, Yixuan Lu, Jiahao Chen, Liang Liu, Huadong Ma, Aiguo Fei
The 30th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2024, CCF A)
[ToN 2024] Towards Optimal Live Video Streaming QoE: A Deep Feature-Fusion Approach [PDF]
Huanhuan Zhang, Anfu Zhou, Guangping Wang, Chaoyue Li, Huadong Ma
IEEE/ACM Transactions on Networking (ToN, CCF-A)
[TMC 2024] Bandwidth-Efficient Mobile Volumetric Video Streaming by Exploiting Inter-Frame Correlation [PDF]
Yizong Wang, Dong Zhao, Huanhuan Zhang, Teng Gao, Zixuan Guo, Chenghao Huang, Huadong Ma
IEEE Transactions on Mobile Computing (TMC 2024, CCF A)
[Ubicomp/IMWUT 2024] mmArrhythmia: Contactless Arrhythmia Detection via mmWave Sensing [PDF]
Langcheng Zhao, Rui Lyu, Qi Lin, Anfu Zhou, Huanhuan Zhang, Jingjia Wang, Chunli Shao, Yida Tang, Huadong Ma
In ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp/IMWUT 2024, CCF A)
2023
[ACM IoTJ 2023] airBP: Monitor Your Blood Pressure with Millimeter-Wave in the Air [PDF]
Yumeng Liang, Anfu Zhou, Xinzhe Wen, Wei Huang, Pu Shi, Lingyu Pu, Huanhuan Zhang, Huadong Ma
ACM Trans. Internet Things 2023
[MM 2023] Hermes: Leveraging Implicit Inter-Frame Correlation for Bandwidth-Efficient Mobile Volumetric Video Streaming [PDF]
Yizong Wang, Dong Zhao, Huanhuan Zhang, Chenghao Huang, Teng Gao, Zixuan Guo, Liming Pang, Huadong Ma
ACM Multimedia 2023 (CCF-A)
[ToN 2023] TrafAda: Cost-aware Traffic Adaptation for Maximizing Bitrates in Live Streaming [PDF]
Yizong Wang, Dong Zhao, Chenghao Huang, Fuyu Yang, Teng Gao, Anfu Zhou, Huanhuan Zhang, Huadong Ma, Yang Du, Aiyun Chen
IEEE/ACM Transactions on Networking (ToN, CCF-A)
- [计算机研究与发展] 视频云网平台中智能算法版权管理方法 [PDF]
张欢欢, 安聪凯, 赵朗程, 周安福, 马华东, 袁艺（中国电信）, 曹宁（中国电信）
计算机研究与发展, CCF A类中文科技推荐期刊, 2023
2022
- [物联网学报] 基于强化学习的实时视频流控与移动终端训练方法研究 [PDF]
张欢欢, 周安福, 马华东
物联网学报, 2022
[IoTJ 2022] Robust Respiratory Rate Monitoring Using Smartwatch Photoplethysmography [PDF]
Langcheng Zhao, Fenglin Zhang, Huanhuan Zhang, Yumeng Liang, Anfu Zhou, Huadong Ma
IEEE INTERNET OF THINGS JOURNAL (IoTJ, SCI-Q1)
[Mobicom 2022] Tutti: Coupling 5G RAN and Mobile Edge Computing for Latency-critical Video Analytics [PDF]
Dongzhu Xu, Anfu Zhou, Guixian Wang, Huanhuan Zhang, Xiangyu Li, Jialiang Pei, Huadong Ma
The 28th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2022, CCF A)
[TMC 2022] Improving Mobile Interactive Video QoE Via Two-level Online Cooperative Learning [PDF]
Huanhuan Zhang, Anfu Zhou, Huadong Ma
IEEE Transactions on Mobile Computing (TMC 2022, CCF A)
2021
[Mobicom 2021] Loki: Improving Long Tail Performance of Learning-Based Real-Time Video Adaptation by Fusing Rule-Based Models [PDF]
Huanhuan Zhang, Anfu Zhou, Yuhan Hu, Chaoyue Li, Guangping Wang, Xinyu Zhang, Huadong Ma, Leilei Wu, Aiyun Chen, Changhui Wu
The 27th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2021, CCF A)[TVT 2021] Arsenal: Understanding Learning-based Wireless Video Transport via In-depth Evaluation [PDF]
Huanhuan Zhang, Anfu Zhou, Ruoxaun Ma, Jiamin Lu, Huadong Ma
The IEEE Transactions on Vehicular Technology (TVT, 2021)[Ubicomp/IMWUT 2021] FG-LiquID: A Contact-less Fine-grained Liquid Identifer by Pushing the Limits of Millimeter-wave Sensing [PDF]
Yumeng Liang, Anfu Zhou, Huanhuan Zhang, Xinzhe Wen, Huadong Ma
In ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp/IMWUT 2021, CCF A)
2020
[Mobicom 2020] OnRL: Improving Mobile Video Telephony via Online Reinforcement Learning [Link]
Huanhuan Zhang, Anfu Zhou, Jiamin Lu, Ruoxuan Ma, Yuhan Hu, Cong Li, Xinyu Zhang, Huadong Ma, Xiaojiang Chen
The 26th Annual International Conference on Mobile Computing and Networking, ACM MobiCom 2020, CCF A (Acceptance Rate: 16.1%)- [CWSN 2020] 基于强化学习的视频拥塞控制算法评测研究
Huanhuan Zhang, Jiamin Lu, Anfu Zhou, Huadong Ma
The 14th China Conference on Internet of Things (Wireless Sensor Network), Excellent Paper Award
2019
[Mobicom 2019] Learning to Coordinate Video Codec with Transport Protocol for Mobile Video Telephony [PDF]
Anfu Zhou, Huanhuan Zhang, Guangyuan Su, Leilei Wu, Ruoxuan Ma, Zhen Meng, Xinyu Zhang, Xiufeng Xie, Huadong Ma, Xiaojiang Chen
The 25th Annual International Conference on Mobile Computing and Networking, ACM MobiCom 2019, CCF A (Acceptance Rate: 18.9%)[Mobicom 2019 Poster] Optimizing Mobile Video Telephony Using Deep Imitation Learning [PDF]
Anfu Zhou, Huanhuan Zhang, Guangyuan Su, Leilei Wu, Ruoxuan Ma, Zhen Meng, Xinyu Zhang, Xiufeng Xie, Huadong Ma, Xiaojiang Chen
The 25th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2019, Poster)[Ubicomp/IMWUT 2019] Learning to Recognize Unmodified Lights with Invisible Features [PDF]
Huanhuan Zhang, Anfu Zhou, Dongzhu Xu, Shaoqing Xu, Xinyu Zhang, Huadong Ma
In ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp/IMWUT 2019, CCF A)
Academic Services
- Reviewer: TMM, JSAC, TMC, MTAP, etc.
- Member of the Organizing Committee in CWSN 2022
Patents
面向实时视频质量优化的深度混合模型流量控制方法、装置和存储介质 (已授权)
马华东, 周安福, 张欢欢一种视频对等流交换方法、系统及装置. (已授权)
马华东, 周安福, 张欢欢, 刘亮一种基于深度模仿学习的视频通话方法及装置. (已授权)
周安福, 张欢欢, 马若暄, 苏光远, 张新宇, 马华东, 陈虓将面向交互视频传输质量提升的混合学习方法、装置及设备. (已授权)
张欢欢, 周安福, 张新宇, 马华东基于在线强化学习的流媒体处理方法、装置及电子设备. 202010880129.1
周安福, 吴蕾蕾, 马华东, 张欢欢基于深度学习的灯具识别的室内定位方法、装置及系统. (已授权)
周安福, 张欢欢, 徐冬竹, 徐少青, 张新宇, 马华东
Awards
- CCF优秀博士学位论文激励计划(CCF优博), 2023
- The Outstanding Ph.D. thesis of BUPT (北京邮电大学优秀博士学位论文), 2022
- The Outstanding Graduates of Beijing (北京市优秀毕业生), 2022
- Best presentation award of A3 Foresight Program Workshop 2022
- CWSN 2020, Excellent Paper Award, 2020
- National Scholarship for Doctoral Students, 2020
- The First Prize Scholarship, 2019, 2020, 2021
- National Scholarship for Encouragement, 2016