Siyang Gao
7 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Optimization
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
knowledge gradient
(2)
text generation
(2)
best arm identification
(2)
attention mechanism
(1)
factuality evaluation
(1)
robust optimization
(1)
error detection
(1)
sequential decision making
(1)
markov decision process
(1)
optimal policy
(1)
bayesian optimization
(1)
model merging
(1)
probability of error
(1)
perception
(1)
finite-time analysis
(1)
distributionally robust optimization
(1)
reasoning
(1)
asymptotic optimality
(1)
reinforcement learning
(1)
Papers
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
ICML 2025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
ICML 2024
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
NeurIPS 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models
NeurIPS 2023
Improving the Knowledge Gradient Algorithm
NeurIPS 2023
On the Finite-Time Performance of the Knowledge Gradient Algorithm
ICML 2022