EICLab EICLab

Principle Investigator

Yingyan (Celine) Lin

Associate Professor

Yingyan (Celine) Lin is currently an Associate Professor in the School of Computer Science at Georgia Institute of Technology. She leads the Efficient and Intelligent Computing (EIC) Lab, which focuses on developing efficient machine learning systems via cross-layer innovations from algorithm to architecture down to chip design, aiming to promote green AI and enable ubiquitous machine learning powered intelligence. She received a Ph.D. degree in Electrical and Computer Engineering from the University of Illinois at Urbana-Champaign in 2017.

Prof. Lin is an NSF CAREER Award, IBM Faculty Award, and Facebook Faculty Research Award recipient, and recently received the ACM SIGDA Outstanding Young Faculty Award. She was selected as a Rising Star in EECS by the 2017 Academic Career Workshop for Women at Stanford University. She received a Best Student Paper Award at the 2016 IEEE International Workshop on Signal Processing Systems (SiPS 2016), and the 2016 Robert T. Chien Memorial Award for Excellence in Research at UIUC. Prof. Lin is currently the lead PI on multiple multi-university projects (e.g., RTML and 3DML) and her group has been funded by NSF, NIH, DARPA, ONR, Qualcomm, Intel, HP, IBM, and Meta.

Postdocral Researchers

Yang Zhao

Postdocral Researcher

(started from 2023)

Ph.D. STUDENTS

Chaojian Li

Ph.D. Student

(started from Fall 2019)

Yonggan Fu

Ph.D. Student

(started from Fall 2019)

Haoran You

Ph.D. Student

(started from Fall 2019)

Yongan (Luke) Zhang

Ph.D. Student

(started from Spring 2020)

Cheng Wan

Ph.D. Student

(started from Summer 2020)

Zhongzhi Yu

Ph.D. Student

(started from Fall 2020)

M.S. Students

Shunyao Zhang

M.S. Student

(started from Fall 2021)

Daniel Puckett

M.S. Student

(started from Fall 2021)

Shang Wu

M.S. Student

(started from Fall 2021)

Visiting Students

  • Huihong Shi, Ph.D. visiting student (remote), Nanjing University, Spring 2021 - Present, Published a first-author ICCAD'22 paper and a co-author ICML'22 paper
  • Junchi Teng, Ph.D. visiting student (remote), Tsinghua University, Summer 2022 - Present, Won TinyML Contest @ ICCAD'22

Interns

  • Wenbo Zhu, undergraduate student, Department of Precision Instrument@Tsinghua University, Feb. 2022 - Present, Published a co-author ICCAD'22 paper
  • Tony Yu, undergraduate student, CS@Rice University, June 2022 - Present

Alumni

Interns

  • Qixuan (Maki) Yu, B.S. student, CS@Rice University, Summer 2020 - Spring 2022, Published a co-author DAC'22 paper, a co-author ICML'21 paper, and a co-author NeurIPS'21 paper, Next Move: Ph.D. student, ECE@Princeton University
  • Han (Alex) Guo, B.S. student, CS@Rice University, Summer 2020 - Spring 2022, Published a co-author ICLR'20 paper, Next Move: Ph.D. student, CS@UCSD
  • Xu Ouyang, Research intern, 2022 - 2022, Published a co-author ECCV'22 paper, a co-author DAC'22 paper, two co-author VLSI'22 papers, and a co-author NeurIPS'21 paper, Next Move: Ph.D. student, CS@University of Virginia
  • Zhihan Lu, B.S. student, ECE@Rice University, 2021 - 2022, Published a co-author AAAI'22 paper and a co-author ICCV'21 paper, Next Move: M.S. student, MSCS@Carnegie Mellon University
  • Zijian Zhou, B.S. student, EE@Zhejiang University, 2021 - 2022, Published a co-author AAAI'22 paper, Next Move: M.S. student, MSCS@Rice University
  • Zhanyi Sun, B.S. student, ECE@Rice University, 2021 - 2022, Published a co-author ECCV'22 paper, Next Move: M.S. student, MSR@Carnegie Mellon University
  • Siyuan Miao, B.S. student, EE@UESTC, June 2021 - Dec. 2021, Next Move: Ph.D. student, ECE@UCLA
  • Haonan Liu, B.S. student, EE@Zhejiang University, June 2021 - Dec. 2021, Next Move: M.S. student, ECE@UCLA
  • Weihang Li, B.S. student, UESTC, June 2020 - Dec. 2020, Next Move: Ph.D. student, Duke University
  • Hongjie Wang, B.S. student, PHY@Pecking University, Summer 2019, Published a first-author ISCAS'20 paper, Next Move: Ph.D. student, ECE@Princeton University
  • Zetong Guan, B.S. student, EE@Southeast University, Summer 2019, Published a co-author FPGA'20 paper, Next Move: M.S. student, MEng@UIUC
  • Ruiyang Zhao, B.S. student, BE@Shanghai Jiao Tong University, Summer 2019, Next Move: Ph.D. student, BE@UIUC
  • Liangdong Xu, B.S. student, CS@HUST, Summer 2019, Next Move: M.S. student, Carnegie Mellon University
  • Yanjun Chen, B.S. student, CS@Rice University, Fall 2017 - Spring 2019, Next Move: M.S. student, CS@Stanford

M.S. students

  • Yue Wang, M.S. student, ECE@Rice University, Jan. 2018 - Dec. 2020, Published a first-author NeurIPS'19 paper and a first-author IEEE journal paper, Next Move: Ford AI Research
  • Pengfei Xu, M.S. student, ECE@Rice University, Sept. 2017 - Sept. 2019, Published a first-author FPGA'20 paper, Next Move: Ph.D. student, CS@UCSB

Ph.D. students

  • Yang Zhao, Ph.D. student, ECE@Rice University, Jan. 2019 - Dec. 2022, Next Move: Postdocral researcher, CS@GaTech

Postdoctoral researchers | Research associates | Ph.D. visiting students

  • Jyotikrishna Dass, Postdoctoral researcher, Sept. 2021 - July 2022, Published a first-author HPCA'23 paper, Next Move: Research scientist@Rice D2K Lab
  • Mengquan Li, Research associate, Mar. 2021 - Mar. 2022, Published a first-author ICCAD'21 paper, Next Move: Assistant Professor@Hunan University
  • Weitao Li, Postdoctoral researcher, Sept. 2017 - Sept. 2018, Published a first-author ISCA'20 paper, Next Move: Postdoctoral researcher, CS@UCSB
  • Sicong Liu, Ph.D. visiting student, CS@Xidian University, Fall 2017 - Spring 2018, Published a first-author MobiSys'18 paper, Next Move: Assistant Professor@Northwestern Polytechnical University