Yuan Yang
13 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
ποΈ
Keyword Collector
(64)
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Renaissance Researcher
(5)
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Research topics
Artificial Intelligence
(12)
Core AI
(10)
Knowledge & Reasoning
(6)
Machine Learning
(6)
Reasoning
(5)
Deep Learning
(4)
Core Methods
(4)
Learning Paradigms
(3)
Learning Types Β· Machine Learning
(3)
Representation
(3)
Computer Vision
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Natural Language Processing
(1)
Robotics
(1)
Keywords
knowledge graph
(4)
temporal reasoning
(3)
inductive logic programming
(3)
transfer learning
(3)
random walk
(2)
logical reasoning
(2)
scene graph
(2)
graph neural network
(2)
first-order logic
(2)
temporal knowledge graph
(2)
graph reasoning
(2)
large language model
(2)
program synthesis
(2)
visual reasoning
(1)
human motion capture
(1)
pose estimation
(1)
link prediction
(1)
commonsense knowledge
(1)
chain-of-thought reasoning
(1)
probabilistic reasoning
(1)
Papers
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model
ACL 2025
Can LLMs Reason in the Wild with Programs?
EMNLP 2024
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
ACL 2024
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning
AAAI 2024
Temporal Inductive Logic Reasoning over Hypergraphs
IJCAI 2024
Visual Abstract Reasoning in Computational Imagery
AAAI 2024
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming
ICLR 2023
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
ICLR 2023
LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning
AAAI 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture
CVPR 2022
Efficient Probabilistic Logic Reasoning with Graph Neural Networks
ICLR 2020
Learn to Explain Efficiently via Neural Logic Inductive Learning
ICLR 2020
Learning a Meta-Solver for Syntax-Guided Program Synthesis
ICLR 2019