Siyang Gao
7 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (2) π Cross-Pollinator (9) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
β
The Questioner
Conferences
ICML (4)
NIPS (3)
Top co-authors
Keywords
knowledge gradient
(2)
best arm identification
(2)
robust optimization
(1)
sequential decision making
(1)
factuality evaluation
(1)
text generation
(1)
error detection
(1)
markov decision process
(1)
optimal policy
(1)
bayesian optimization
(1)
probability of error
(1)
finite-time analysis
(1)
distributionally robust optimization
(1)
asymptotic optimality
(1)
multi-armed bandit
(1)
bandit algorithm
(1)
sample allocation
(1)
factual error
(1)
bellman update
(1)
large language model
(1)
Papers
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
ICML 2025
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
ICML 2025
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
ICML 2024
FELM: Benchmarking Factuality Evaluation of Large Language Models
NIPS 2023
Improving the Knowledge Gradient Algorithm
NIPS 2023
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
NIPS 2023
On the Finite-Time Performance of the Knowledge Gradient Algorithm
ICML 2022