Regular biography
Lifeng SUN is a Professor in the Department of Computer Science and Technology at Tsinghua University. His research interests include networked multimedia, multimedia edge computing, multimedia big data, and video analysis and processing. He has published over 120 papers in these areas, including IEEE JSAC, TMM, TPDS, TIP, TCSVT, TMC, CVPR, INFOCOM, ICME, ACM TOMM, Multimedia, SIGIR, AAAI, and WWW. He has led collaborative research projects with industry partners such as Intel, Microsoft, Samsung, Boeing, Tencent, Baidu, Alibaba, Huawei, and Kuaishou. SUN has received several awards, including the Annual Best Paper Award of IEEE TCSVT (2010), Best Paper Award of ACM Multimedia (2012), and Best Student Paper Award of Multimedia Modeling (2015).
Scholar-generated biography
Lifeng Sun is a Professor of Computer Science and Technology at Tsinghua University, specializing in networked multimedia, video analysis, video streaming, and edge intelligence. His research focuses on improving video streaming protocols, video caching at network edges, and intelligent video recommendation systems. He has explored federated learning for reducing communication costs, deep reinforcement learning for real-time video streaming, and social-aware video recommendation for online social groups. His work also includes multi-agent deep reinforcement learning for edge caching and imitation learning for adaptive video streaming. Sun's research emphasizes the integration of edge computing, machine learning, and social media to enhance multimedia delivery and user experience.