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Graduate Research Student
,
UC Berkeley (Berkeley Artificial Intelligence Research - BAIR)
2018–
Publications
(19)
Speculative Decoding with Big Little Decoder
Neural Information Processing Systems · 2023
166
cited
An LLM Compiler for Parallel Function Calling
International Conference on Machine Learning · 2023
120
cited
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
International Conference on Machine Learning · 2025
78
cited
Supplemental Material to: Advisable Learning for Self-driving Vehicles by Internalizing Observation-to-Action Rules
2020
48
cited
TinyAgent: Function Calling at the Edge
Conference on Empirical Methods in Natural Language Processing · 2024
39
cited
Virtual Personas for Language Models via an Anthology of Backstories
Conference on Empirical Methods in Natural Language Processing · 2024
36
cited
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions
Annual Meeting of the Association for Computational Linguistics · 2025
30
cited
Efficient and Scalable Estimation of Tool Representations in Vector Space
arXiv.org · 2024
11
cited
ETS: Efficient Tree Search for Inference-Time Scaling
arXiv.org · 2025
10
cited
Towards Explainable and Advisable Model for Self‐driving Cars
Applied AI Letters · 2021
8
cited
An Embedding-Dynamic Approach to Self-Supervised Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2022
6
cited
Rediscovering the Latent Dimensions of Personality with Large Language Models as Trait Descriptors
arXiv.org · 2024
3
cited
Zero-shot Visual Commonsense Immorality Prediction
British Machine Vision Conference · 2022
3
cited
Deep Binding of Language Model Virtual Personas: a Study on Approximating Political Partisan Misperceptions
2025
2
cited
Ensuring Visual Commonsense Morality for Text-to-Image Generation
2022
2
cited
Higher-Order Binding of Language Model Virtual Personas: a Study on Approximating Political Partisan Misperceptions
arXiv.org · 2025
2
cited
Rethinking LLM Human Simulation: When a Graph is What You Need
arXiv.org · 2025
1
cited
Identity, Cooperation and Framing Effects within Groups of Real and Simulated Humans
2026
S-Agent: an Agent Collaborative Framework Inspired by the Scientific Methodology
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Suhong Moon | Researcher Profile | Sotabase | Sotabase