Xueru Wen
7 papers · 2025–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (7) ⚡ Prolific Year · Productive
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The Questioner
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Research topics
Artificial Intelligence
(7)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Optimization & Theory
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Generation
(1)
Reasoning
(1)
Techniques
(1)
Keywords
large language model
(4)
reward model
(3)
preference learning
(2)
transfer learning
(1)
chain-of-thought reasoning
(1)
model evaluation
(1)
prompt engineering
(1)
reinforcement learning from human feedback
(1)
iterative refinement
(1)
model alignment
(1)
generalization
(1)
parameter efficiency
(1)
foundation model
(1)
hallucination mitigation
(1)
on-policy learning
(1)
weak supervision
(1)
human preference alignment
(1)
reasoning ability
(1)
human preference
(1)
policy optimization
(1)
Papers
AutoAlign: Get Your LLM Aligned with Minimal Annotations
ACL 2025
Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
ACL 2025
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic
ACL 2025
On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation
ACL 2025
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
ICLR 2025
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
ICML 2025
Transferable Post-training via Inverse Value Learning
NAACL 2025