Zhenge Jia is currently a “Qilu Young Scholar” (齐鲁青年学者) Professor at School of Computer Science and Technology, Shandong University. He was also selected as a Young Expert of Taishan Scholars (泰山学者青年专家) of Shandong Province. Before joining SDU, he was a Postdoctoral Research Associate at University of Notre Dame from 2022 - 2024 (supervised by Prof. Yiyu Shi). He obtained his Ph.D. degree from University of Pittsburgh in 2022 (supervised by Prof. Jingtong Hu). He obtained his B.S. degree (Honors) in Advanced Computing from Australian National University in 2017 (supervised by Prof. Weifa Liang). His research interests are in on-device AI and LLM-assisted hardware deisgn.

贾振格，山东大学计算机科学与技术学院教授、博导，山东省泰山学者青年专家，山东大学齐鲁青年学者。主要研究方向为体系结构和嵌入式人工智能，基于以上研究方向，开展面向端侧人工智能的软硬件协同设计，推进国产嵌入式人工智能的生态建设，实现产业级应用落地。目前，研究课题主要集中在三个方面：1）面向端侧人工智能的高效算法和计算框架设计；2）个性化端侧人工智能系统设计；3）面向工业互联网的大模型辅助电子设计自动化。2022至2024年于圣母大学从事博士后研究，导师为Yiyu Shi 教授，2022年于匹兹堡大学获博士学位，导师为Jingtong Hu 教授，2017年于澳大利亚国立大学获学士学位，导师为Weifa Liang 教授。近五年发表学术论文30余篇，其中一作发表Nature Machine Intelligence（影响因子25.8）3篇，CCF-A类论文6篇，通讯发表Nature Electronics（影响因子34.3）1篇。依托ICCAD（CCF-B类会议）创办IEEE/ACM 微型机器学习系统设计国际大赛。依托IEEE国际元计算大会，联合龙芯中科和浪潮，创办IEEE元计算嵌入式系统设计大赛。获ICCAD大模型硬件设计国际大赛第二名，ESWEEK智能嵌入式系统设计国际大赛第二名。

News

• 2025/02     Two papers are accepted by DAC (CCF-A).
• 2025/01     One paper is accepted by ISSCC.
• 2024/07     One paper is accepted by Nature Electronics (IF: 34.3).
• 2024/07     One paper is accepted by ECAI 2024 (CCF-B).
• 2024/06     Two papers are accepted by ICCAD 2024 (CCF-B).
• 2024/06     One paper is accepted by MICCAI 2024 (CCF-B).
• 2024/04     One paper is accepted by IEEE TCAD (CCF-A).
• 2024/02     One paper is accepted by DAC 2024 (CCF-A).
• 2023/11     2nd IEEE/ACM TinyML Contest has been successfully concluded! Congratulation to all winning teams! Results and code can be accessed here.

Awards

• 2nd Place in ICCAD Contest on LLM-Assisted Hardware Code Generation at ICCAD, 2024
• 2nd Place in Fair and Intelligent Emebdded System Design Contest at ESWEEK, 2023
• 2nd Place Award in Ph.D. Forum at DAC, 2023 [Poster] [Abstract]
• IJCAI Student Grant, 2021
• Young student fellow award, Design Automation Conference(DAC), 2021, USA
• Young student fellow award, Design Automation Conference(DAC), 2020, USA

Professional Service

Contest Organizing

• Chair of 1st Intelligent Embedded System Design Contest focusing on on-device learning design for Atrial Fibrillation detection.
• Co-Chair of 2st IEEE/ACM TinyML Contest.
• Chair of 1st IEEE/ACM TinyML Contest focusing on TinyML design for life-threatening ventricular arrhythmia detection.

Program Committee Member

• International Conference on Computer-Aided Design (ICCAD) 2023, 2024
• European Conference on Artificial Intelligence (ECAI) 2024
• Asia and South Pacific Design Automation Conference (ASP-DAC) 2024
• Asia and South Pacific Design Automation Conference (ASP-DAC) Student Research Forum 2023

Selected Journal Review

• IEEE Transactions on Computers (TC)
• IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• Nature Scientific Reports
• Journal of Emerging Technologies in Computing Systems (JETC)
• IEEE Transactions on Circuits and Systems I (TCAS-I)
• IEEE Transactions on Circuits and Systems II (TCAS-II)
• IEEE Embedded Systems Letters (ESL)