Xiao-wen Yang
9 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🏆 Grand Slam ⚡ Prolific Year · Productive
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Research topics
Artificial Intelligence
(8)
Machine Learning
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Core AI
(8)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
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Learning Paradigms · Machine Learning
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Learning Types · Deep Learning
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Keywords
abductive learning
(3)
large language model
(3)
symbolic reasoning
(2)
variational inference
(1)
value function
(1)
weakly supervised learning
(1)
curriculum learning
(1)
out-of-distribution generalization
(1)
knowledge reasoning
(1)
instruction tuning
(1)
language model
(1)
maximum likelihood estimation
(1)
monte carlo tree search
(1)
preference modeling
(1)
graphical model
(1)
knowledge representation
(1)
data selection
(1)
retrieval-augmented generation
(1)
domain adaptation
(1)
active learning
(1)
Papers
Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models
AAAI 2026
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
EMNLP 2025
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
ICLR 2025
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts
IJCAI 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning
IJCAI 2025
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
IJCAI 2025
Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts
ICML 2024
Safe Abductive Learning in the Presence of Inaccurate Rules
AAAI 2024
LOG: Active Model Adaptation for Label-Efficient OOD Generalization
NeurIPS 2022