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ELEC 515: Embedded Machine Learning @Rice University 

Topic: FPGA for AI Inference: Hardware Accelerator Design and Development

Invited Speaker, Nov. 2020 [ Slides ] 

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IEEE Council on Electronic Design Automation (CEDA) Lecture Series (virtual)

Topic: FPGA-based Accelerator Design for AI Inference

Presenter, Aug. 2020 (in Chinese)

  • Lecture 1: 基于FPGA的AI推断加速器综述 (8月1日, 北京时间上午10:00) [ Slides ] 

  • Lecture 2: 面向FPGA加速器的电子设计自动化工具开发与应用 (8月8日, 北京时间上午10:00) [ Slides ]

  • Lecture 3: 使用软硬件协同设计提高FPGA加速器推断性能与效率 (8月15日, 北京时间上午10:00) [ Slides ]

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ECE 498 ICC: IoT and Cognitive Computing @UIUC 

Head Teaching Assistant, Spring 2020

Course taught by Prof. Deming Chen, Wen-mei Hwu, and Jinjun Xiong.

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ECE 498 ICC: IoT and Cognitive Computing @UIUC 

Teaching Assistant, Spring 2019

Course taught by Prof. Deming Chen, Wen-mei Hwu, and Jinjun Xiong.

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Journal Reviewer

  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)

  • IEEE Transactions on Circuits and Systems Part II (TCAS-II)

  • IEEE Embedded Systems Letters (ESL)

  • ACM Transactions on Reconfigurable Technology and Systems (TRETS)

Conference TPC/Reviewer

  • 2024 IEEE International Workshop on LLM-Aided Design (LAD'24)

  • 2023 ACM/IEEE Supercomputing Conference (SC)

  • 2023 Great Lakes Symposium on VLSI (GLSVLSI)

  • 2023 Conference on Machine Learning and Systems (MLSys)

  • 2016 - 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)

  • 2018 - 2022 IEEE International Symposium On Field-Programmable Custom Computing Machines (FCCM)

Technical Session Chair

  • 2023 ICCAD: Sustainable AI Training at the Large and Tiny Scales

Competition Judge

  • 2023 ACM Student Research Competition at ICCAD

  • 2023 Ph.D. Forum at FCCM

  • 2022 ACM Student Research Competition at ICCAD

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