Xingyu Lu
10 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(27)
π
Century Club
(10)
Conferences
EMNLP (3)
ACL (1)
AISTATS (1)
COLING (1)
ICLR (1)
ICML (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
recommendation system
(2)
model selection
(1)
convex optimization
(1)
direct preference optimization
(1)
factual accuracy
(1)
preference optimization
(1)
online algorithm
(1)
communication complexity
(1)
privacy-preserving learning
(1)
instruction tuning
(1)
model alignment
(1)
preference modeling
(1)
noise robustness
(1)
regret bound
(1)
question answering
(1)
scaling law
(1)
multi-modal large language model
(1)
auction mechanism
(1)
transfer learning
(1)
Papers
Robust Preference Optimization via Dynamic Target Margins
ACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
COLING 2025
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
EMNLP 2025
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
ICLR 2025
Scaling Laws for Fact Memorization of Large Language Models
EMNLP 2024
Leveraging Contextual Information for Effective Entity Salience Detection
NAACL 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
EMNLP 2024
GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System
IJCAI 2023
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity
AISTATS 2023
Multi-slots Online Matching with High Entropy
ICML 2022