About
I am currently a Research Scientist at Adobe. I obtained my PhD from Georgia Tech, advised by Prof. Yingyan (Celine) Lin. My research is dedicated to creating efficient ML systems through algorithm-hardware co-design. This involves addressing the challenge posed by the increasing complexity of advanced ML models, such as large language models (LLMs) and large vision models (LVMs), against the constraints of both edge and cloud computing devices.
My research work has received recognition, including winning First Place at the ACM Student Research Competition (SRC) at ICCAD’23, securing the Best Poster Award at the SCS Poster Competition of Georgia Tech, and being selected as an IEEE Micro’s Top Pick of 2023. Additionally, I was named one of the Machine Learning and Systems Rising Stars of 2023, received the Outstanding Graduate Research Assistant Award, won first place in the University Best Demonstration at DAC’22, and our ViTCoD project was honored with the Meta Faculty Research Award of 2022.
Education
- 12/2022 – 05/2025: PhD Degree at Georgia Institute of Technology
- 08/2019 – 12/2022: Master Degree at Rice University
- 09/2015 – 06/2019: Bachelor Degree at Huazhong University of Science and Technology
Industry Experience
- 05/2024 – 08/2024: Research Intern at Adobe Research
- 05/2022 – 12/2022: Research Intern at Meta Reality Labs (Team Now: Meta GenAI)
- 05/2021 – 04/2022: Research Intern at Baidu Research (US)
Selected News
- [02/2025] Two papers accepted by CVPR 2025 !
- [09/2024] Our ShiftAddLLM was accepted by NeurIPS 2024 !
- [05/2024] Our Linearized-LLM was accepted by ICML 2024 !
- [12/2023] Haoran received the NeurIPS 2023 Scholar Award !
- [11/2023] Haoran won First Place at ACM Student Research Competition at ICCAD 2023 !
- [05/2023] Haoran was selected as one of the ML and Systems Rising Stars of 2023 !
- [04/2023] Haoran won the Best Poster Award at the SCS Poster Competition of GaTech !
- [03/2023] Haoran was selected by GaTech to receive the Outstanding GRA Award !
- [01/2023] Our EyeCoD was selected as the IEEE Micro’s Top Pick of 2023 !
- [09/2022] Our ViTCoD was selected for Meta Faculty Research Award of 2022 !
- [11/2022] Our i-FlatCam won first place in University Demonstration at DAC 2022 !
- [12/2020] Our Early-Bird Tickets was accepted as Spotlight at ICLR 2020 !
Services
Conference Reviewer
- ICML: 2021, 2022, 2023, 2024
- NeurIPS: 2021, 2022, 2023, 2024, 2025
- ICLR: 2022, 2023, 2024
- CVPR: 2022, 2023, 2024, 2025
- ICCV: 2023
- ECCV: 2022, 2024
- AAAI: 2023, 2024
Journal Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Circuits and Systems Part II (TCAS-II)
- IEEE Transactions on Parallel and Distributed Systems (TPDS)
- Journal of Computer Science and Technology (JSTC)
Volunteering Service
- Student helper and website developer for the ICCAD HALO Workshop
- Student helper and website developer for the EECS Rising Stars Workshop of 2023