Dugang Liu
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
large language model
(3)
reinforcement learning
(1)
sample efficiency
(1)
text classification
(1)
feature selection
(1)
mathematical reasoning
(1)
attention mechanism
(1)
text generation
(1)
information retrieval
(1)
out-of-distribution generalization
(1)
formal verification
(1)
hierarchical decomposition
(1)
feature interaction
(1)
sparse feature
(1)
invariant learning
(1)
selection bia
(1)
recommender system
(1)
neuro-symbolic system
(1)
legal judgment prediction
(1)
contrastive case relation
(1)
Papers
Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis
ACL 2026
Learning from Cognition: Enhancing RL Efficiency for LLM Reasoning via Hierarchical Metacognitive Decomposition and Refinement
ACL 2026
Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency
ICML 2025
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
COLING 2024
Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network
NeurIPS 2023
Augmenting Legal Judgment Prediction with Contrastive Case Relations
COLING 2022