Chunyang Li
9 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (24)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
π₯
Mega-Team
(35)
Conferences
ACL (4)
EMNLP (2)
ICLR (2)
AAAI (1)
Top co-authors
Keywords
large language model
(5)
inductive reasoning
(2)
natural language inference
(1)
in-context learning
(1)
event understanding
(1)
pattern recognition
(1)
trajectory analysis
(1)
convolutional neural network
(1)
hallucination mitigation
(1)
trajectory datum
(1)
noisy observation
(1)
multi-hop question answering
(1)
abductive reasoning
(1)
commonsense reasoning
(1)
knowledge graph construction
(1)
deductive reasoning
(1)
analogical reasoning
(1)
critic filtering
(1)
cost efficiency
(1)
triple extraction
(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
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
Deep Signature: Characterization of Large-Scale Molecular Dynamics
ICLR 2025
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
ICLR 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
ACL 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
EMNLP 2024
Learning to Generate Maps from Trajectories
AAAI 2020