Xingyu Lu
11 papers · 2022–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) ποΈ Keyword Collector (58)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Application Areas
(5)
Optimization & Theory
(5)
Core AI
(4)
Deep Learning
(3)
Resources & Methods
(3)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Robotics
(1)
Keywords
large language model
(4)
recommendation system
(2)
model selection
(1)
convex optimization
(1)
direct preference optimization
(1)
factual accuracy
(1)
preference optimization
(1)
preference modeling
(1)
code generation
(1)
communication complexity
(1)
privacy-preserving learning
(1)
instruction tuning
(1)
model alignment
(1)
mixed integer programming
(1)
linear programming
(1)
question answering
(1)
noise robustness
(1)
regret bound
(1)
online algorithm
(1)
transfer learning
(1)
Papers
UAST: Unified Active Search and Tracking for Arbitrary Targets with UAVs
CVPR 2026
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
Robust Preference Optimization via Dynamic Target Margins
ACL 2025
Leveraging Contextual Information for Effective Entity Salience Detection
NAACL 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
EMNLP 2024
Scaling Laws for Fact Memorization of Large Language Models
EMNLP 2024
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity
AISTATS 2023
GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System
IJCAI 2023
Multi-slots Online Matching with High Entropy
ICML 2022