
Riggs Hall, 207A,
Clemson, SC, 29634.
Phone: 864-656-5920
Email: xiaolom@clemson.edu
Faculty website
Xiaolong Ma is an assistant professor in the Holcombe Department of Electrical and Computer Engineering @ Clemson University. He received his Ph.D. degree in Computer Engineering from Northeastern University (NEU), Boston in 2022, 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.
I am always looking for highly-motivated PhDs / masters / interns to work in the area of Efficient AI. If you are interested in joining my group, please send me your CV and transcripts.
Professional Experience
08/2022 – present @ Clemson University, Clemson, SC
Assistant Professor
02/2020 – 12/2020 @ Alibaba Inc (U.S.), Sunnyvale, CA
Research Scientist Intern @ Alibaba DAMO Academy – Computing Technology Lab
News
04/2023, [Paper] one paper is accepted in IJCAI 2023 (acceptance rate: 15%). 02/2023, [Paper] one paper is accepted with spotlight presentation at the ICLR SNN workshop. 02/2023, [Paper] one paper is accepted as highlight paper (top 2.5%) in CVPR 2023. 01/2023, [Paper] one paper is accepted in ICLR 2023. 11/2022, [Paper] one paper is accepted in AAAI 2023. 07/2022, [Paper] two papers are accepted in ECCV 2022. 05/2022, [Paper] one paper is accepted in ICML 2022. 04/2022, [Committee] Xiaolong serves as committee member of NeurIPS 2022. 03/2022, [Paper] one paper is accepted in CVPR 2022. 03/2022, [Committee] Xiaolong serves as committee member of ECCV 2022. 02/2022, [Committee] Xiaolong serves as committee member of ICML 2022. 01/2022, [Committee] Xiaolong serves as committee member of CVPR 2022. 01/2022, [Paper] one paper is accepted in ICLR 2022. 11/2021, [Paper] one paper is accepted in FPGA 2022. 09/2021, [Paper] one paper is accepted with Spotlight Presentation in NeurIPS 2021. 09/2021, [Paper] one paper is accepted in NeurIPS 2021. 09/2021, [Committee] Xiaolong will serve as program committee member of AAAI 2021. 06/2021, [Paper] one paper is in proceeding of the IJCAI 2021 demonstration track. 05/2021, [Paper] one paper is accepted by TPAMI (Impact Factor 17.861). 05/2021, [Paper] one paper is accepted by ICML 2021. 05/2021, [Paper] Best Paper Award in the ICLR 2021 workshop of Hardware-Aware Efficient Training of Deep Learning Models. 04/2021, [Paper] one paper is accepted as Contributed Article in the Communications of the ACM (CACM) 04/2021, [Paper] one paper is accepted by ISCA 2021. 02/2021, [Paper] one paper is formally accepted by TNNLS (Impact Factor 8.793). 02/2021, [Paper] one paper is accepted by DAC 2021. 01/2021, [Paper] one paper is accepted by ISQED 2021. 11/2020, [Paper] one paper is accepted by DATE 2021. 11/2020, [Paper] one paper is formally accepted by TNNLS (Impact Factor 8.793). 09/2021, [Committee] Xiaolong will serve as program committee member of AAAI 2020. 09/2020, [Paper] one paper is accepted by GLSVLSI 2020. 08/2020, [Paper] one paper is accepted by SOCC 2020. 07/2020, [Paper] one paper is accepted by PACT 2020. 07/2020, [Paper] one paper is accepted ECCV 2020. 04/2020, [Paper] one paper is accepted ICS 2020. 02/2020, [Paper] two papers are accepted by DAC 2020. 11/2019, [Intern] Xiaolong will join Alibaba Damo Academy (Sunnyvale, CA) as research scientist intern in 02/2020. 11/2019, [Paper] one paper is accepted by AAAI 2020. 11/2019, [Paper] one paper is accepted by AAAI 2020.. 11/2019, [Paper] one paper is accepted by ASPLOS 2020.