I am a Presidential Fellowship Assistant Professor of Electrical and Computer Engineering at Stevens Institute of Technology, where I lead the HPDA lab. My research exploits emerging hardware — such as Graphics Processing Unit (GPU), Field-Programmable Gate Array (FPGA), high-end CPU and Solid-State Drive
(SSD) — to build high-performance systems for graph computing, machine learning, computational omics, numerical simulation and cloud computing. I have received the prestigious NSF CAREER award, IEEE CS TCHPC Early Career Researchers Award for Excellence in High Performance Computing – 2022, the Best Dissertation Award of Electrical and Computer Engineering from the George Washington University, the Champion of GraphChallenge 2018 and 2019, the Lawrence Berkeley National Laboratory SRP fellowship 2019 and 2021, One of the best papers in VLDB '20, and Provost Early Career Award for Research Excellence 2022.
Prior to joining Stevens, I was an assistant professor at the University of Massachusetts Lowell. I received the Ph.D. degree from the George Washington University in 2017 (advisor: Prof. H. Howie Huang), and B.E. from Huazhong University of Science and Technology in 2011.
Some simple and actionable research advice: here [GitHub link].
I’m always looking for Ph.D. students with full scholarship. Please contact me with your CV at email@example.com if you are interested!
I feel extremely honored to receive the IEEE CS TCHPC Early Career Researchers Award for Excellence in High Performance Computing – 2022! Thanks to the IEEE CS TCHPC, the award committee, David, Sherry, Ali, Duane, Rajiv, Adolfy, Guang, Shuaiwen, Dingwen and many other friends and collaborators for their rock solid supports and insightful guidance!
Welcome Lang to join our group!
I am thrilled to receive the Presidential Fellowship Award. Thanks to the school leadership for the recognition, and Jean and Min for the nomination!
Tea is accepted to Eurosys '23. Congrats Chengying and Santosh.
One paper is accepted to SC '22. Congrats Santosh!
Our NSF medium proposal
is funded (Co-PI, PI: Prof. Zhuo Feng
). Thanks NSF!
I am honored to receive the 2022 Early Career Award for Research Excellence!
One paper is accepted to ICS '22. Congratulations to the team!
SIMNET is accepted to SIGMETRICS '22. We started this collaboration from 2019. What a ride!
One paper accepted to DAC '22. Congrats to Hongwu, Shaoyi, Shiyang and all the collaborators!
One paper accepted to ACL '22. Congrats to Shaoyi and all the collaborators!
I am very happy to see that my Google Scholar citation count has surpassed 1,000! Hopefully, those projects that cite our work "learned" something by standing on our "shoulder". :)
TeGraph accepted to ICDE '22.
Dr. Top-k and E.T. are accepted to SC '21, congratulations to all of us! Dr. Top-k can find top-k elements from a gigantic unsorted array lightning fast! and E.T. is faster than the state of the art enterprise solutions, such as, FasterTransformer and TensorRT!
GSoFa is accepted to TPDS, congratulations to Anil!
I am honored to receive the 2021 ECE Outstanding Research Award! Thanks!
My CPE 360 class receives top student evaluation score (3.94 out of 4)! Thank the students for this positive evaluation!
Our group is selected to visit Lawrence Berkeley National Lab in the summer! Thanks SRP and our host Dr. Xiaoye S. Li.
TRUST is accepted to IEEE Transactions on Parallel and Distributed Systems (TPDS)! Congrats Santosh and Zhibin! TRUST achieves unprecedentedly 1 trillion TEPS performance rate with 1,024 GPUs! Check it out here
I am also sharing my experience about NSF CAREER proposal writing at here [GitHub link]
. Hope it will help you!
My NSF CAREER Award has been funded! Thanks NSF!
One paper accepted to Eurosys'21!
Welcome Zhanfu to join our group!
(Full publication list at Google Scholar)
I am very fortunate to work with the following people:
- PhD students
- Anil Gaihre (Tribhuvan University, Nepal; SC, HPDC, TPDS, IEEE BigData)
- Santosh Pandey (Tribhuvan University, Nepal; SC, TPDS, SC)
- Shiyang Chen (Huazhong University of Science and Technology, China; SC)
- Zhanfu Yang (BS: Sun Yet-Sen University, China; MS: Purdue University)
- Lang Zhu (BS: CUHK, MS: Stevens)
- Masters students
- Scott Weitze
- Luca Pasquariello
- Yufeng Liu
- Zehui Xie
- Undergraduate students
- Pridhvi Myneni
- Chris Waldt
- Jared Kantor
- Yohanes Gunarso
- Daniel Giger
- Shilong Wang (Ph.D., co-advised w/ Prof. Hengyong Yu). First employment: Cadence.
- Zhenlin Wu (MS)
- Hans-Edward Hoene (BS)
- Andy MacGregor (BS)
- Noah Saffie (BS)
- Zach Sherer (BS)
- Eric Finnerty (BS)
- Alexander Main (BS)
- Femi Ogunseye (Middlesex High School)
- Program Committee:
- 2021: SC, HPDC, IPDPS
- 2020: SC, HPDC, ICDCS
- 2019: HPDC, IEEE BigData, NAS, Chapel@PLDI
- 2018: HPDC, IPDPS, NAS, ASPLOS shadow PC
- 2017: Eurosys shadow PC
- Editorial board: Journal of BigData: Theory and Practice
- Journal reviewer: TPDS 2016, 2017, 2018, 2019, 2020; TC 2018, 2019
- NSF panel: 2018, 2019, 2020, 2021