Liyu Zhang
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Learning Paradigms
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
domain adaptation
(2)
knowledge editing
(1)
question answering
(1)
instruction following
(1)
neural network optimization
(1)
data selection
(1)
supervised fine-tuning
(1)
commonsense reasoning
(1)
entity-level reasoning
(1)
generalizable reasoning
(1)
entity level
(1)
event level
(1)
event-level reasoning
(1)
contrastive entropy
(1)
knowledge transfer
(1)
Papers
InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
ACL 2026
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning
ACL 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions
EMNLP 2025