Zhaoyan Liu

Machine Learning Scientist, Layer6 AI

Joined

January 2023

Names

Zhaoyan Liu (Preferred)

Emails

****@layer6.ai (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Machine Learning Scientist

Layer6 AI (layer6.ai)

2023 – Present

MS student

Department of Computer Science, University of Toronto (cs.toronto.edu)

2021 – 2023

Advisors, Relations & Conflicts

Coworker

Jesse C. Cresswell

2023 – Present

Coworker

Maksims Volkovs

2023 – Present

Coworker

Noël Vouitsis

2022 – Present

Coworker

Gabriel Loaiza-Ganem

2022 – Present

Coworker

Satya Krishna Gorti

2022 – Present

Coworker

Valentin Villecroze

2022 – Present

Coauthor

Jimmy Ba

2022 – Present

Expertise

Multi-Modal Representation Learning

Present

Generative Modeling

Present

Trustworthy ML

Present

Publications

Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems
Brendan Leigh Ross, Noël Vouitsis, Atiyeh Ashari Ghomi, Rasa Hosseinzadeh, Ji Xin, Zhaoyan Liu, Yi Sui, Shiyi Hou, Kin Kwan Leung, Gabriel Loaiza-Ganem, Jesse C. Cresswell
- ICLR 2026 Poster
- Readers: Everyone
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
Satya Krishna Gorti, Ilan Gofman, Zhaoyan Liu, Jiapeng Wu, Noël Vouitsis, Guangwei Yu, Jesse C. Cresswell, Rasa Hosseinzadeh
- TRL @ NeurIPS 2024 Oral
- Readers: Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross, Hamidreza Kamkari, Tongzi Wu, Rasa Hosseinzadeh, Zhaoyan Liu, George Stein, Jesse C. Cresswell, Gabriel Loaiza-Ganem
- ICLR 2025 Spotlight
- Readers: Everyone
Data-Efficient Multimodal Fusion on a Single GPU
Zhaoyan Liu
- OpenReview Archive Direct Upload
- Readers: Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross, Hamidreza Kamkari, Zhaoyan Liu, Tongzi Wu, George Stein, Gabriel Loaiza-Ganem, Jesse C. Cresswell
- ICML 2024 Workshop GRaM
- Readers: Everyone
A Geometric Framework for Understanding Memorization in Generative Models
Brendan Leigh Ross, Hamidreza Kamkari, Zhaoyan Liu, Tongzi Wu, George Stein, Gabriel Loaiza-Ganem, Jesse C. Cresswell
- NextGenAISafety 2024 Poster
- Readers: Everyone
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Leigh Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L. Caterini, Eric Taylor, Gabriel Loaiza-Ganem
- NeurIPS 2023 poster
- Readers: Everyone
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation
Zhaoyan Liu, Noël Vouitsis, Satya Krishna Gorti, Jimmy Ba, Gabriel Loaiza-Ganem
- ICML 2023 Poster
- Readers: Everyone

Zhaoyan Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors