About Me

I am currently a PhD student at Simon Fraser University, advised by Prof. Jiangchuan (JC) LIU. I received my Master’s degree at Southeast University, advised by Prof. Fang Dong, and my Bachelor’s degree from Jiangnan University in 2020, majoring in Internet of Things Engineering. My research interests include optimization and application of multimedia systems. My goal is to build systems that can achieve high-quality multimedia communication at a low cost for everyone, as well as investigate the nature of AI system in practice.

Research Interest

Edge computing & Cloud computing
Live video streaming
Application-driven deep learning algorithm optimization

Education Experience


Simon Fraser University, Burnaby, Canada: Ph.D. in Computing Science.; August 2023 -; --------------------------------

Southeast University, Nanjing, China: M.Eng. in Computer Science and Engineering.; August 2020 - July 2023; --------------------------------

Jiangnan University, Wuxi, China: August 2016 - July 2020; B.Eng. in IoT Engineering; GPA: 3.63, rank 9/141.

Publications

Daheng Yin, Jianxin Shi, Miao Zhang, Zhaowu Huang, Jiangchuan Liu, Fang Dong “FSVFG: Towards Immersive Full-Scene Volumetric VideoStreaming with Adaptive Feature Grid,” 32nd ACM International Conference on Multimedia (MM’24), 2024

Daheng Yin, Fang Dong, Baijun Chen, Dian Shen, Ruiting Zhou, Xiaolin Guo, Zhaowu Huang “WAEVSR: Enabling Collaborative Live Video Super-Resolution in Wide-Area MEC Environment,” IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 2023

Baijun Chen, Daheng Yin, Lifei Teng, Fang Dong “HyperRTV: Neural-Enhanced Adaptive Real-Time Video Streaming Based on Terminal-Edge Collaboration,” 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2023

Xiaolin Guo, Fang Dong, Dian Shen, Zhaowu Huang, Zhenyang Ni, Yulong Jiang, Daheng Yin, “Exploiting the computational path diversity with in-network computing for MEC,” 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2022

Mengyang Liu, Anran Tang, Huitian Wang, Lin Shen, Yunhan Chang, Guangxing Cai, Daheng Yin, Fang Dong, Wei Zhao, “Accelerating Multi-Object Tracking in Edge Computing Environment with Time-Spatial Optimization,” Ninth International Conference on Advanced Cloud and Big Data (CBD), 2021

Contest

TensorRT Hackathon 2022, Winner Prize, by NVIDIA & Alibaba Cloud TIANCHI, 2022.03 - 2022.5
TensorRT Hackathon 2021, Ranking 4/48, by NVIDIA & Alibaba Cloud TIANCHI, 2021.03 - 2021.5
National College Mathematical Contest in Modeling, 2nd Prize(National), 2018.09
9th National College Mathematical Contest, 2nd Prize(Provincial), 2017.11
14th Jiangsu College Mathematical Contest, 1st Prize, 2017.05

Honors & Awards

Outstanding Graduate of Jiangnan University, 2020.06
China National Scholarship (2016-2017), 2017.11