Shengyingjie Liu
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
mathematical reasoning
(2)
large language model
(2)
cognitive modeling
(1)
preference optimization
(1)
synthetic data generation
(1)
synthetic data
(1)
supervised fine-tuning
(1)
self-supervised contrastive learning
(1)
multi-agent system
(1)
invariant representation learning
(1)
math reasoning
(1)
math problem generation
(1)
educational theory
(1)
continual learning
(1)
memory behavior modeling
(1)
domain generalization
(1)
Papers
Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation
AAAI 2026
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework
EMNLP 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning
AAAI 2025