Yingyan Celine Lin

Associate Professor, Georgia Institute of Technology

Joined

July 2019

Names

Yingyan Celine Lin (Preferred)

Yingyan Lin

Celine Lin

Emails

****@rice.edu (Confirmed)

****@gatech.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Georgia Institute of Technology (gatech.edu)

2022 – Present

Assistant Professor

Rice University (rice.edu)

2017 – 2022

Advisors, Relations & Conflicts

Coauthor

Bichen Wu

2021 – 2023

Coauthor

Vikas Chandra

2020 – 2022

Coauthor

Zhangyang Wang

2018 – 2022

Expertise

efficient deep learning

2013 – Present

deep learning compression

2013 – Present

efficient deep learning accelerator

2013 – Present

Publications

Vitality: Unifying low-rank and sparse approximation for vision transformer acceleration with a linear taylor attention
Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Celine Lin
- 02 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
Bichen Wu, Chaojian Li, Hang Zhang, Xiaoliang Dai, Peizhao Zhang, Matthew Yu, Jialiang Wang, Celine Lin, Peter Vajda
- 10 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
S$^6$-DAMON: Bridging Self-Supervised Speech Models and Real-time Speech Recognition
Yonggan Fu, Zhifan Ye, Shunyao Zhang, Jiayi Yuan, Zhongzhi Yu, Yingyan Lin
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
NetBooster: Empowering Tiny Deep Learning By Standing on the Shoulders of Deep Giants
Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Haoran You, Yingyan Lin
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Lai, Yingyan Lin
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?
Yonggan Fu, Shunyao Zhang, Shang Wu, Cheng Wan, Yingyan Lin
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Contrastive Quant: Quantization Makes Stronger Contrastive Learning
Yonggan Fu, Qixuan Yu, Meng Li, Xu Ouyang, Vikas Chandra, Yingyan Lin
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
Haoran You, Baopu Li, Huihong Shi, Yingyan Lin
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication
Cheng Wan, Youjie Li, Cameron R. Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Max-Affine Spline Insights Into Deep Network Pruning
Randall Balestriero, Haoran You, Zhihan Lu, Yutong Kou, Huihong Shi, Yingyan Lin, Richard Baraniuk
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone

View all 21 publications

Co-Authors

View all 57 co-authors