Chunyang Li
9 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π₯ Mega-Team Β· Squad
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Natural Language Processing
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Keywords
large language model
(6)
inductive reasoning
(2)
spectral clustering
(1)
natural language inference
(1)
in-context learning
(1)
event understanding
(1)
abductive reasoning
(1)
multi-hop question answering
(1)
pattern recognition
(1)
trajectory analysis
(1)
convolutional neural network
(1)
molecular dynamics
(1)
hallucination mitigation
(1)
trajectory data
(1)
noisy observation
(1)
text generation
(1)
knowledge distillation
(1)
commonsense reasoning
(1)
knowledge graph construction
(1)
benchmark evaluation
(1)
Papers
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
ACL 2026
InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling
ACL 2026
Deep Signature: Characterization of Large-Scale Molecular Dynamics
ICLR 2025
LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
EMNLP 2025
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
ACL 2025
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
ICLR 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
EMNLP 2024
Learning to Generate Maps from Trajectories
AAAI 2020