Bio
I am a network software developer/researcher at Bytedance Inc. I received my Ph.D. degree at the Department of Electrical and Computer Engineering in University of California San Diego, where I was advised by Professor Xinyu Zhang. I received my B.E. in Internet of Things engineering in 2018 from Beijing University of Posts and Telecommunications (BUPT), where I also worked as a research intern with Professor Anfu Zhou.
News
Dec 2021. Our paper NeuroMessenger: Towards Error Tolerant Distributed Machine Learning Over Edge Networks is accepted by IEEE INFOCOM 2022.
Sep 2021. Our paper HiveMind: Towards Cellular Native Machine Learning Model Splitting is accepted by IEEE JSAC.
Aug 2020. A first version of our 3D ray tracing code and data has been released.
Jul 2020. Our paper Demystifying Millimeter-Wave V2X: Towards Robust and Efficient Directional Connectivity Under High Mobility is accepted by Mobicom’20
Feb 2020. Our paper X-Array: Approximating Omnidirectional Millimeter-Wave Coverage Using an Array of Phased Arrays is accepted by Mobicom’20.
Experience
Microsoft, the Office of the CTO team in Azure for Operators (AFO OCTO) (Internship, 6/2022-Present)
Advised by Manikanta Kotaru Xenofon Faukas
Sony Corporation Tokyo (Collaboration, 9/2020-5/2022)
Advised by Hiromasa Uchiyama
AT&T Research (Internship, 7/2019-9/2019)
Advised by Jin Wang
Publication
NeuroMessenger: Towards Error Tolerant Distributed Machine Learning Over Edge Networks(PDF)
S. Wang, X. Zhang
IEEE International Conference on Computer Communications 2022 (INFOCOM’22)
HiveMind: Towards Cellular Native Machine Learning Model Splitting(PDF)
S. Wang, X. Zhang, H. Uchiyama, H, Matsuda,
IEEE Journal on Selected Areas in Communications 2021 (JSAC)
Demystifying Millimeter-Wave V2X: Towards Robust and Efficient Directional Connectivity Under High Mobility(PDF)
S. Wang, J. Huang, X. Zhang,
ACM International Conference on Mobile Computing and Networking (MobiCom’20)
(62 out of 384 submissions, acceptance ratio: 16%) (Source code: mmWave V2X 3D ray-tracing)
X-Array: Approximating Omnidirectional Millimeter-Wave Coverage Using an Array of Phased-Arrays(PDF)
S. Wang, J. Huang, X. Zhang, H. Kim, S. Dey,
ACM International Conference on Mobile Computing and Networking (MobiCom’20)
(62 out of 384 submissions, acceptance ratio: 16%)
Robotic Millimeter-Wave Wireless Networks(PDF)
A. Zhou, S. Xu, S. Wang, J. Huang, S. Yang, T.Wei, X. Zhang; H, Ma, IEEE/ACM Transactions on Networking (ToN’19)
Robot Navigation in Radio Beam Space: Leveraging Robotic Intelligence for Seamless mmWave Network Coverage(PDF)
A. Zhou, S. Xu, S. Wang, J. Huang, S. Yang, T.Wei, X. Zhang; H, Ma, ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc’19)
KPad: Maximizing Channel Utilization for MU-MIMO Systems using Knapsack Padding(PDF)
S. Wang, J. Huang, A. Zhou,
IEEE International Conference on Communications 2018 Wireless Networking Symposium (ICC’18 WN)