Xiaolong Ma is a Ph.D. candidate in the Department of Electrical and Computer Engineering in Northeastern University (NEU), supervised by Professor Yanzhi Wang.

His research interests include:

Efficient machine learning
High performance computing
Computer vision
Machine learning algorithm

Useful links: Google Scholar, DBLP, CoCoPIE real-time AI optimization framework: Youtube Channel, bilibili Channel.

Professional Experience

02/2020 – 12/2020 @ Alibaba Inc (U.S.), Sunnyvale, CA
Research Scientist Intern @ Alibaba DAMO Academy – Computing Technology Lab

News

05/2021, one paper is accepted in the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, Impact Factor 17.861).
05/2021, one paper is accepted in the Proceedings of the 38 International Conference on Machine Learning (ICML, 2021).
05/2021, Best Paper Award in the ICLR 2021 workshop of Hardware-Aware Efficient Training of Deep Learning Models.
04/2021, one paper is accepted in the Proceedings of the 48th International Symposium on Computer Architecture (ISCA, 2021).
02/2021, one paper is formally accepted in the IEEE Transactions on Neural Networks and Learning Systems (Impact Factor 8.793).
02/2021, one paper is accepted in the Proceedings of the 58th Design Automation Conference(DAC 2021).
02/2021, one paper is selected as Communications of ACM featured article.
01/2021, one paper is accepted in the Proceedings of the 22th International Symposium on Quality Electronic Design (ISQED 2021)
11/2020, one paper is accepted in the Proceedings of the 24th Design, Automation and Test in Europe Conference (DATE 2021)
11/2020, one paper is formally accepted in the IEEE Transactions on Neural Networks and Learning Systems (Impact Factor 8.793).
09/2020, one paper is accepted in the Proceedings of the 2020 on Great Lakes Symposium on VLSI (GLSVLSI 2020).
08/2020, one paper is accepted in the Proceedings of the 33rd IEEE International System-on-chip Conference (SOCC 2020).
07/2020, one paper is accepted in the International Conference on Parallel Architectures and Compilation Techniques (PACT 2020).
07/2020, one paper is accepted in the Communications of the ACM (CACM).
07/2020, one paper is accepted in the European Conference on Computer Vision (ECCV 2020).
04/2020, one paper is accepted in the International Conference on Supercomputing (ICS 2020).
03/2020, one paper is conditionally accepted in the IEEE Transactions on Neural Networks and Learning Systems (Impact Factor 8.793).
02/2020, two papers are accepted in the 57th Design Automation Conference (DAC 2020).
11/2019, Xiaolong will join Alibaba Damo Academy (Sunnyvale, CA) as research scientist intern in 02/2020.
11/2019, one paper is accepted in the 34th AAAI Conference on Artificial Intelligence (AAAI 2020).
11/2019, one paper is accepted in the 34th AAAI Conference on Artificial Intelligence (AAAi 2020).
11/2019, one paper is accepted in the 25th International Conference on ASPLOS (ASPLOS 2020).