Scholar
Ollie Liu
Google Scholar ID: 4rriqlQAAAAJ
FAIR at Meta, USC
Machine Learning
Foundation Models
AI for Science
Optimization
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Homepage
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Citations & Impact
All-time
Citations
500
H-index
7
i10-index
7
Publications
16
Co-authors
7
list available
Contact
Email
zliu2898@usc.edu
CV
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GitHub
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Publications
8 items
Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning
2025
Cited
0
LLM Unlearning Without an Expert Curated Dataset
2025
Cited
0
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
2025
Cited
0
Resa: Transparent Reasoning Models via SAEs
2025
Cited
0
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
2025
Cited
0
Tina: Tiny Reasoning Models via LoRA
2025
Cited
0
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025
Cited
0
METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring
2025
Cited
0
Resume (English only)
Academic Achievements
AION-1: Omnimodal Foundation Model for Astronomical Sciences accepted to NeurIPS 2025 (oral at AI for Science Workshop)
DeLLMa: Decision Making Under Uncertainty with Large Language Models accepted to ICLR 2025 as a Spotlight presentation
Introduced METAGENE-1, a 7B-parameter metagenomic foundation model for pandemic monitoring and pathogen detection
Work on LLM unlearning accepted to COLM 2025
Multiple publications at top-tier venues including NeurIPS, ICLR, and COLM on multimodal modeling, interpretability, and scientific AI
Co-authors
7 total
Willie Neiswanger
Assistant Professor of Computer Science, University of Southern California
Dani Yogatama
Reka, USC
Robin Jia
University of Southern California
Bhuwan Dhingra
Assistant Professor, Computer Science, Duke University
Greg Ver Steeg
Associate Professor, University of California, Riverside
Vatsal Sharan
Stanford University
Sam Wiseman
Apple AI/ML
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