Xiao-wen Yang
9 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (28) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10) π Renaissance Researcher (5)
π
Conference Polyglot
(6)
π
Grand Slam
β‘
Prolific Year
(5)
Conferences
IJCAI (3)
AAAI (2)
EMNLP (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
abductive learning
(2)
large language model
(2)
symbolic reasoning
(2)
variational inference
(1)
maximum likelihood estimation
(1)
weakly supervised learning
(1)
curriculum learning
(1)
out-of-distribution generalization
(1)
search algorithm
(1)
instruction tuning
(1)
knowledge reasoning
(1)
graphical model
(1)
language model
(1)
data selection
(1)
retrieval-augmented generation
(1)
knowledge representation
(1)
neuro-symbolic ai
(1)
reasoning capability
(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
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
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
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
NIPS 2022