Wenhan Xia
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π₯ Mega-Team Β· Squad
π
Renaissance Researcher
(5)
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Keywords
large language model
(2)
online learning
(2)
regret bound
(2)
knowledge distillation
(1)
regret guarantee
(1)
data augmentation
(1)
feature distribution
(1)
text generation
(1)
synthetic data generation
(1)
output distribution
(1)
adversarial environment
(1)
in-context learning
(1)
language model
(1)
model-free reinforcement learning
(1)
natural language processing
(1)
online adaptation
(1)
trajectory planning
(1)
obstacle avoidance
(1)
fine tuning
(1)
adversarial robustness
(1)
Papers
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
ACL 2025
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
ACL 2025
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
ACL 2024
Language Models as Science Tutors
ICML 2024
Lifelong Event Detection with Embedding Space Separation and Compaction
NAACL 2024
Online Learning for Obstacle Avoidance
CoRL 2023
Online Nonstochastic Model-Free Reinforcement Learning
NeurIPS 2023