Mengyu Li
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
contrastive learning
(1)
graph learning
(1)
optimal transport
(1)
graph representation learning
(1)
knowledge distillation
(1)
natural language inference
(1)
temporal reasoning
(1)
question answering
(1)
named entity recognition
(1)
multimodal learning
(1)
semantic analysis
(1)
visual reasoning
(1)
short text classification
(1)
computational complexity
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
knowledge graph
(1)
entropy regularization
(1)
tool use
(1)
unbalanced optimal transport
(1)
Papers
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
AAAI 2025
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
NAACL 2025
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
IJCAI 2024
Importance Sparsification for Sinkhorn Algorithm
JMLR 2023
Local and Global: Temporal Question Answering via Information Fusion
IJCAI 2023