Email chenyu.yen@nyu.edu Scholar
[I am looking for full-time positions.]
I am a Ph.D. candidate at New York University. I am advised by Professor Jonathan Chao. My primary research interests are in Machine Learning and Computer Networks. My work spans internet congestion control, transport protocols, and scalable reinforcement learning algorithms. I aim to build agents that can generalize and adapt to real-world conditions.
I received my B.S. in electrical engineering from National Taiwan University. I got my M.S. from Columbia University in the City of New York.
News
- (Jul 2023) Research paper on data-driven reinforcement learning for congestion control accepted to SIGCOMM 2023
- (Mar 2023) Poster on RL for real-time communications accepted to NSDI 2023
Selected Publications
| Computers Can Learn from the Heuristic Designs and Master Internet Congestion Control Chen-Yu Yen*, Soheil Abbasloo*, and H. Jonathan Chao (*Co-first authors) ACM SIGCOMM 2023 |
| Wanna Make Your TCP Scheme Great for Cellular Networks? Let Machines Do It for You! Soheil Abbasloo*, Chen-Yu Yen*, and H. Jonathan Chao (*Co-first authors) IEEE Journal on Selected Areas in Communications (JSAC) 2021 |
| Classic Meets Modern: a Pragmatic Learning-Based Congestion Control for the Internet Soheil Abbasloo*, Chen-Yu Yen*, and H. Jonathan Chao (*Co-first authors) ACM SIGCOMM 2020 [PDF] |