Zonglin Li

Researcher, Google

Joined

May 2022

Names

Zonglin Li (Preferred)

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Google (google.com)

2019 – Present

Undergrad student

University of Illinois at Urbana-Champaign (illinois.edu)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix Yu, Sanjiv Kumar
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
ResMem: Learn what you can and memorize the rest
Zitong Yang, Michal Lukasik, Vaishnavh Nagarajan, Zonglin Li, Ankit Singh Rawat, Manzil Zaheer, Aditya Krishna Menon, Sanjiv Kumar
- NeurIPS 2023 poster
- Readers: Everyone
ResMem: Learn what you can and memorize the rest
Zitong Yang, Michal Lukasik, Vaishnavh Nagarajan, Zonglin Li, Ankit Singh Rawat, Manzil Zaheer, Aditya Krishna Menon, Sanjiv Kumar
- 2023 (modified: 14 Apr 2023)
- CoRR 2023
- Readers: Everyone
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv Kumar
- Published: 01 Feb 2023, Last Modified: 01 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Decoupled Context Processing for Context Augmented Language Modeling
Zonglin Li, Ruiqi Guo, Sanjiv Kumar
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers
Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix X. Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar
- 2022 (modified: 21 Dec 2022)
- CoRR 2022
- Readers: Everyone
Decoupled Context Processing for Context Augmented Language Modeling
Zonglin Li, Ruiqi Guo, Sanjiv Kumar
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone

Zonglin Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

ResMem: Learn what you can and memorize the rest

ResMem: Learn what you can and memorize the rest

The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Decoupled Context Processing for Context Augmented Language Modeling

Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers

Decoupled Context Processing for Context Augmented Language Modeling

Co-Authors