Siyan Zhao
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
in-context learning
(2)
offline reinforcement learning
(1)
binary classification
(1)
autoregressive generation
(1)
trajectory prediction
(1)
policy learning
(1)
preference modeling
(1)
generative model
(1)
inductive bia
(1)
decision boundary
(1)
positional encoding
(1)
retrieval-augmented generation
(1)
conversational agent
(1)
attention mask
(1)
key-value cache
(1)
modular architecture
(1)
large language model
(1)
multi-session conversation
(1)
group alignment
(1)
transformer module
(1)
Papers
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
ICLR 2025
Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models
AISTATS 2025
Group Preference Optimization: Few-Shot Alignment of Large Language Models
ICLR 2024
Probing the Decision Boundaries of In-context Learning in Large Language Models
NeurIPS 2024
Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models
NeurIPS 2023