Yimin Deng
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Reasoning
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
policy optimization
(1)
prototype learning
(1)
preference learning
(1)
preference alignment
(1)
task-oriented dialogue
(1)
knowledge graph reasoning
(1)
structural learning
(1)
graph structure learning
(1)
semantic similarity
(1)
temporal knowledge graph
(1)
semantic reasoning
(1)
out-of-domain data
(1)
event prediction
(1)
structural embedding
(1)
multi-expert learning
(1)
dialogue system
(1)
semantic equivalence
(1)
Papers
Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
ACL 2026
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
ACL 2025
Learning to Paraphrase for Alignment with LLM Preference
EMNLP 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
EMNLP 2024