Seungyeon Kim

Researcher, Google DeepMind

Researcher, Meta

Joined

December 2017

Names

Seungyeon Kim

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

****@gatech.edu (Confirmed)

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google DeepMind (google.com)

2026 – Present

Researcher

Meta (meta.com)

2025 – 2026

Researcher

Google DeepMind (deepmind.com)

2024 – 2025

Researcher

Google (google.com)

2015 – 2024

PhD student

Georgia Institute of Technology (gatech.edu)

2011 – 2015

Intern

Amazon (amazon.com)

2013 – 2013

MS student

Georgia Institute of Technology (gatech.edu)

2009 – 2011

Advisors, Relations & Conflicts

Coworker

Theophane Weber

2026 – Present

Coworker

Rob Fergus

2024 – 2025

Coworker

Sanjiv Kumar

2018 – 2024

PhD Advisor

Guy Lebanon

2009 – 2015

Expertise

No areas of expertise listed

Publications

A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
Ankit Singh Rawat, Veeranjaneyulu Sadhanala, Afshin Rostamizadeh, Ayan Chakrabarti, Wittawat Jitkrittum, Vladimir Feinberg, Seungyeon Kim, Hrayr Harutyunyan, Nikunj Saunshi, Zachary Nado, Rakesh Shivanna, Sashank J. Reddi, Aditya Krishna Menon, Rohan Anil, Sanjiv Kumar
- Submitted to ICLR 2026
- Readers: Everyone
Hybrid Architectures for Language Models: Systematic Analysis and Design Insights
Sangmin Bae, Bilge Acun, Haroun Habeeb, Seungyeon Kim, Chien-Yu Lin, Liang Luo, Junjie Wang, Carole-Jean Wu
- Submitted to ICLR 2026
- Readers: Everyone
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
Ankit Singh Rawat, Veeranjaneyulu Sadhanala, Afshin Rostamizadeh, Ayan Chakrabarti, Wittawat Jitkrittum, Vladimir Feinberg, Seungyeon Kim, Hrayr Harutyunyan, Nikunj Saunshi, Zachary Nado, Rakesh Shivanna, Sashank J. Reddi, Aditya Krishna Menon, Rohan Anil, Sanjiv Kumar
- Submitted to ICLR 2025
- Readers: Everyone
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
Sangmin Bae, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Seungyeon Kim, Tal Schuster
- ICLR 2025 Poster
- Readers: Everyone
Faster Cascades via Speculative Decoding
Harikrishna Narasimhan, Wittawat Jitkrittum, Ankit Singh Rawat, Seungyeon Kim, Neha Gupta, Aditya Krishna Menon, Sanjiv Kumar
- ICLR 2025 Oral
- Readers: Everyone
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim, Ankit Singh Rawat, Manzil Zaheer, Wittawat Jitkrittum, Veeranjaneyulu Sadhanala, Sadeep Jayasumana, Aditya Krishna Menon, Rob Fergus, Sanjiv Kumar
- ICML 2024 Poster
- Readers: Everyone
Analysis of Plan-based Retrieval for Grounded Text Generation
Ameya Godbole, Nicholas Monath, Seungyeon Kim, Ankit Singh Rawat, Andrew McCallum, Manzil Zaheer
- CoRR 2024
- Readers: Everyone
Faster Cascades via Speculative Decoding
Harikrishna Narasimhan, Wittawat Jitkrittum, Ankit Singh Rawat, Seungyeon Kim, Neha Gupta, Aditya Krishna Menon, Sanjiv Kumar
- CoRR 2024
- Readers: Everyone
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim, Ankit Singh Rawat, Manzil Zaheer, Wittawat Jitkrittum, Veeranjaneyulu Sadhanala, Sadeep Jayasumana, Aditya Krishna Menon, Rob Fergus, Sanjiv Kumar
- ICML 2024
- Readers: Everyone
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval
Seungyeon Kim, Ankit Singh Rawat, Manzil Zaheer, Sadeep Jayasumana, Veeranjaneyulu Sadhanala, Wittawat Jitkrittum, Aditya Krishna Menon, Rob Fergus, Sanjiv Kumar
- Submitted to NeurIPS 2023
- Readers: Everyone

View all 53 publications

Co-Authors

View all 76 co-authors