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

HallucinationHunter: Fine-Grained Factual Grounding of Generated Text
Peter Belcak, Yu Zhang, Shizhe Diao, David Eric Austin, Yonggan Fu, Ryan Angilly, Yingyan Celine Lin, Eileen Margaret Peters Long, Pavlo Molchanov
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Gaussians on a Diet: High-Quality Memory-Bounded 3D Gaussian Splatting Training
Yangming Zhang, Jian Xu, Chaojian Li, Kunxiong Zhu, Yang Katie Zhao, Gagan Agrawal, Wei Niu, Jian Wang, Yingyan Celine Lin, Miao Yin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AgentHard: Hardening LLM-Agent Evaluation with a Taxonomy of Artifacts and Automated Cleaning
Hyewon Suh, Seojune Lee, Binfei Ji, Hyunjun Kim, Rishi Khare, Tianyi Zhang, Basit Khan, Venkat Krishna Srinivasan, Peter Belcak, Shizhe Diao, Pavlo Molchanov, Yingyan Celine Lin, Zhen Dong
- Submitted to ICLR 2026
- Readers: Everyone
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Yonggan Fu, Lexington Whalen, Zhifan Ye, Xin Dong, Shizhe Diao, Jingyu Liu, Chengyue Wu, Hao Zhang, Enze Xie, Song Han, Maksim Khadkevich, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
- Submitted to ICLR 2026
- Readers: Everyone
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
Yonggan Fu, Xin Dong, Shizhe Diao, Matthijs Van keirsbilck, Hanrong Ye, Wonmin Byeon, Yashaswi Karnati, Lucas Liebenwein, Maksim Khadkevich, Alexander Keller, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
- NeurIPS 2025 poster
- Readers: Everyone
Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
Shizhe Diao, Yu Yang, Yonggan Fu, Xin Dong, Dan SU, Markus Kliegl, ZIJIA CHEN, Peter Belcak, Yoshi Suhara, Hongxu Yin, Mostofa Patwary, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies
Nadun Ranawaka Arachchige, Zhenyang Chen, Wonsuhk Jung, Woo Chul Shin, Rohan Bansal, Pierre Barroso, Yu Hang He, Yingyan Celine Lin, Benjamin Joffe, Shreyas Kousik, Danfei Xu
- CoRL 2025 Oral
- Readers: Everyone
SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies
Nadun Ranawaka Arachchige, Zhenyang Chen, Wonsuhk Jung, Woo Chul Shin, Rohan Bansal, Yu Hang He, Yingyan Celine Lin, Benjamin Joffe, Shreyas Kousik, Danfei Xu
- ICRA 2025 Workshop: Beyond Pick and Place SpotlightPoster
- Readers: Everyone
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
Dachuan Shi, Yonggan Fu, Xiangchi Yuan, Zhongzhi Yu, Haoran You, Sixu Li, Xin Dong, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin
- ICML 2025 poster
- Readers: Everyone
SCOPE: SCALABLE OPTIMIZATION FOR EFFICIENT AND ADPATIVE FOUNDATION MODELS
Souvik Kundu, Tianlong Chen, Shiwei Liu, Haizhong Zheng, Amir Yazdanbakhsh, Beidi Chen, Yingyan Celine Lin
- ICLR 2025 Workshop Proposals
- Readers: Everyone

View all 46 publications

Co-Authors

View all 144 co-authors