Dr. Beilei Jiang
University of North Texas
Computer Science and Engineering
Email:

Education

PhD, University of North Texas, 2022.
Major: Computer Science and Engineering
Dissertation Title: Deep Learning Optimization and Acceleration

Professional Positions

Professional
Clinical Assistant Professor, University Of North Texas/Computer Science and Engineering. (2022 – Present).

Development Activities Attended

Conference Attendance,"52nd International Conference on Parallel Processing," ACM, Salt Lake, Utah, United States of America. (August 7, 2023 – August 10, 2023).

Other,"ABCA Training: Autism Spectrum Differences, 2e Twice Exceptional and Dyslexia," UNT, United States of America. (October 14, 2022 – October 14, 2022).

Teaching

Teaching Experience

University of North Texas
CSCE 1035, Computer Programming I, 2 courses.
CSCE 3110, Data Structures and Algorithms, 3 courses.
CSCE 4620, Real Time Operating Systems, 2 courses.
CSCE 5150, Analysis of Computer Algorithms, 8 courses.
CSCE 5610, Computer System Architecture, 5 courses.
CSCE 5620, Real Time Operating Systems, 3 courses.

Awards and Honors

Faculty First Flight Award, UNT. (July 31, 2023 – July 31, 2023).

Thank-a-Teacher Program Recognition, UNT. (July 28, 2023 – July 28, 2023).

Research

Published Intellectual Contributions

Conference Proceeding
Jiang, B., Cheng, X., Li, Y., Fu, S., Yang, Q., Liu, M., Olvera, A. (2023). Output-Directed Dynamic Quantization for DNN Acceleration. 645-654. International Conference on Parallel Processing (ICPP).
Jiang, B., Cheng, X., Tang, S., Ma, X., Gu, Z., Fu, S., Yang, Q., Liu, M. (2022). MLCNN: Cross-Layer Cooperative Optimization and Accelerator Architecture for Speeding Up Deep Learning Applications.. International Parallel and Distributed Processing Symposium (IPDPS. 1184-1194. https://ieeexplore.ieee.org/abstract/document/9820611
Gu, Z., Tang, S., Jiang, B., Huang, S., Guan, Q., Fu, S. (2021). Characterizing Job-Task Dependency in Cloud Workloads Using Graph Learning. 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). https://ieeexplore.ieee.org/abstract/document/9460684
Jiang, B., Cheng, X., Tang, S., Ma, X., Gu, Z., Zhao, H., Fu, S. (2021). APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA. The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays. https://dl.acm.org/doi/abs/10.1145/3431920.3439461
Cheng, X., Zhao, H., Kandemir, M., Jiang, B., Mehta, G. (2020). AMOEBA: a coarse-grained reconfigurable architecture for dynamic GPU scaling. The 34th ACM International Conference on Supercomputing. https://dl.acm.org/doi/abs/10.1145/3392717.3392738
Cheng, X., Zhao, H., Kandemir, M., Mohanty, S., Jiang, B. (2020). Alleviating Bottlenecks for DNN Execution on GPUs via Opportunistic Computing. 2020 21st International Symposium on Quality Electronic Design (ISQED). https://ieeexplore.ieee.org/abstract/document/9136967
Cheng, X., Zhao, Y., Robaei, M., Jiang, B., Zhao, H., Fang, J. (2019). A low-cost and energy-efficient noc architecture for GPGPUs. ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS).

Presentations Given

Paper

Jiang, B. (Presenter), International Conference on Parallel Processing, Output-Directed Dynamic Quantization for DNN Acceleration, ACM, Salt Lake City, United States of America. (2023 – 2023).

Awards and Honors

Google Cloud Research Credit, Google. (October 6, 2023 – October 5, 2024).

Google Cloud Research Credit, Google. (September 26, 2022 – September 26, 2022).

Service

University Service

Other, Online course design. (November 2023 – Present).

Member, Student Assessment Team. (July 2023 – Present).

Attendee, Meeting, Monthly Faculty Meeting. (August 2022 – Present).

Program Coordinator, Course Coordinator. (2022 – Present).

Committee Member, Personnel Affairs Committee (PAC). (January 2023 – December 2023).

Professional Service

Area Chair, The 16th IEEE/ACM International Conference on Utility and Cloud Computing(UCC2023), Taormina (Messina). (December 7, 2023).

Reviewer, Conference Paper, The 16th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2023), Taormina (Messina). (October 2023 – October 2023).

Committee Member, 42nd IEEE International Performance Computing and Communications Conference (IPCCC'23), Anaheim, California. (July 2023 – July 2023).

Reviewer, Journal Article, IEEE Transactions on Multimedia. (April 24, 2023 – May 15, 2023).

Committee Member, 15th IEEE/ACM International Conference on Utility and Cloud Computing(UCC2022). (2022 – October 2022).

Reviewer, Conference Paper, 2022 IEEE Cloud Summit. (2022 – 2022).

Reviewer, Conference Paper, IEEE International Conference on Multimedia & Expo (ICME) (2022). (February 2022 – 2022).