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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 ]
IEEE Council on Electronic Design Automation (CEDA) Lecture Series (virtual)
Topic: FPGA-based Accelerator Design for AI Inference
Presenter, Aug. 2020 (in Chinese)
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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 ]
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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 ]
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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 ]
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.
ECE 498 ICC: IoT and Cognitive Computing @UIUC
Teaching Assistant, Spring 2019
Course taught by Prof. Deming Chen, Wen-mei Hwu, and Jinjun Xiong.
Journal Reviewer
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IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
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IEEE Transactions on Circuits and Systems Part II (TCAS-II)
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IEEE Embedded Systems Letters (ESL)
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ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Conference TPC/Reviewer
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2024 IEEE International Workshop on LLM-Aided Design (LAD'24)
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2023 ACM/IEEE Supercomputing Conference (SC)
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2023 Great Lakes Symposium on VLSI (GLSVLSI)
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2023 Conference on Machine Learning and Systems (MLSys)
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2016 - 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)
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2018 - 2022 IEEE International Symposium On Field-Programmable Custom Computing Machines (FCCM)
Technical Session Chair
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2023 ICCAD: Sustainable AI Training at the Large and Tiny Scales
Competition Judge
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2023 ACM Student Research Competition at ICCAD
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2023 Ph.D. Forum at FCCM
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2022 ACM Student Research Competition at ICCAD
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