Longbo Huang

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Welcome to my homepage! I am an assistant professor in the Institute for Interdisciplinary Information Sciences (IIIS) @ Tsinghua University. I direct the Intelligence and Network Lab@IIIS.

I received my Ph.D. from the EE department @ University of Southern California in August 2011. My advisor was Prof. Michael Neely. I was then a postdoctoral researcher in the EECS department @ UC Berkeley from July 2011 to August 2012, advised by Prof. Kannan Ramchandran and Prof. Jean Walrand. Prior to my Ph.D., I received my B.E. from Sun Yat-sen (Zhongshan) University, Guangzhou, China, and my M.S. from Columbia University, New York City, both in EE.

I have been a visiting professor at Bell-labs France, Microsoft Research Asia, and the Institute of Network Coding @ CUHK and a visiting scholar at the Laboratory for Information and Decision Systems (LIDS) @ MIT. I was also a visiting scientist at the Simons Institute for the Theory of Computing at Berkeley in Fall 2016. I received the Tsinghua University Distinguished Teaching Award (良师益友) in 2014, and received the ACM SIGMETRICS Rising Star Research Award in 2018 (Tsinghua news and USC news). I currently serve as an associate editor for the ACM ToMPECS journal and an editor for the IEEE TCOM journal. I am a senior member of IEEE and a member of ACM.

My research interests lie in the areas of online learning, network optimization, online algorithms, machine learning and sharing economy (see Research).

Office Hour (Fall 2018): Tuesday 10am-11am, FIT 4-608-7

Students (招生): I am constantly looking for highly motivated students (undergrad and graduate) who are interested in learning and optimization, stochastic modeling and performance analysis, algorithm design, and system implementations. Please email me if you are interested.

Recent News

  • [2018.11] Paper ‘‘A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems’’ accepted to AAAI 2019!

  • [2018.09] Paper ‘‘Multi-armed Bandits with Compensation’’ accepted to NIPS 2018!

  • [2018.08] Paper ‘‘Timely-Throughput Optimal Scheduling with Prediction’’ accepted to IEEE/ACM Transactions on Networking (TON)!

  • [2018.07] I will serve as the Publication Chair for ACM MobiHoc 2019

  • [2018.07] I will serve as a TPC member for ACM SIGMETRICS / IFIP Performance 2019

  • [2018.06] I am honored to win the 2018 ACM SIGMETRICS Rising Star Research Award!

  • [2018.06] Paper ‘‘Learning-aided Stochastic Network Optimization with Imperfect State Prediction’’ accepted to IEEE/ACM Transactions on Networking (TON)!

  • [2018.04] Papers ‘‘A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks’’ and ‘‘Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback’’ accepted to IJCAI-ECAI 2018!

  • [2018. 03] I will serve as a TPC member for IEEE INFOCOM 2019

  • [2018. 03] Paper ‘‘Loyalty Programs in the Sharing Economy: Optimality and Competition’’ accepted to ACM MobiHoc 2018!

Contact

Longbo Huang
FIT Building, Room 1-208
Tsinghua University
Beijing, China, 100084
Email: longbohuang AT tsinghua.edu.cn