Xiang Shu
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICLR (2)
AAAI (1)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
bayesian optimization
(2)
dueling optimization
(2)
black-box optimization
(2)
auction mechanism
(1)
latent dimension
(1)
preference propagation
(1)
large language model
(1)
bidding strategy
(1)
preference embedding
(1)
personalized valuation
(1)
valuation precision
(1)
latent preference
(1)
preference modeling
(1)
gaussian mixture model
(1)
Papers
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
EMNLP 2025
SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
ICLR 2025
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
ICLR 2025
Relation-Augmented Dueling Bayesian Optimization via Preference Propagation
IJCAI 2025
High-Dimensional Dueling Optimization with Preference Embedding
AAAI 2023