Yichi Zhang

Researcher, Google

Joined

September 2019

Names

Yichi Zhang (Preferred)

Emails

****@cornell.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2023 – Present

PhD student

Cornell University (cornell.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Zhiru Zhang

2018 – 2023

Expertise

Efficient machine learning

Present

ML model-hardware co-design

Present

Hyperdimensional computing

Present

DNN quantization/binarization

Present

Publications

Robust Training of Neural Networks at Arbitrary Precision and Sparsity
Chengxi Ye, Grace Chu, Yanfeng Liu, Yichi Zhang, Lukasz Lew, Li Zhang, Mark Sandler, Andrew G. Howard
- ICLR 2026 Poster
- Readers: Everyone
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
Chengxi Ye, Grace Chu, Yanfeng Liu, Yichi Zhang, Lukasz Lew, Andrew G. Howard
- Submitted to ICLR 2025
- Readers: Everyone
Binarized Neural Machine Translation
Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
- NeurIPS 2023 poster
- Readers: Everyone
Binarized Neural Machine Translation
Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
Tao Yu, Yichi Zhang, Zhiru Zhang, Christopher De Sa
- 30 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
Tao Yu, Yichi Zhang, Zhiru Zhang, Christopher De Sa
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification
Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
- 2022 (modified: 22 Nov 2022)
- ESSCIRC 2022
- Readers: Everyone
PokeBNN: A Binary Pursuit of Lightweight Accuracy
Yichi Zhang, Zhiru Zhang, Lukasz Lew
- 2022 (modified: 17 Apr 2023)
- CVPR 2022
- Readers: Everyone
BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining
Weizhe Hua, Yichi Zhang, Chuan Guo, Zhiru Zhang, G. Edward Suh
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization
Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan et al. (21 additional authors not shown)
- 2021 (modified: 17 Nov 2022)
- DATE 2021
- Readers: Everyone

View all 13 publications

Co-Authors

View all 69 co-authors