Dugang Liu
6 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (2)
COLING (2)
ICML (1)
NIPS (1)
Top co-authors
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)
formal verification
(1)
hierarchical decomposition
(1)
feature interaction
(1)
sparse feature
(1)
recommender system
(1)
neuro-symbolic system
(1)
legal judgment prediction
(1)
contrastive case relation
(1)
case triple
(1)
relational attention
(1)
feature field
(1)
Papers
Learning from Cognition: Enhancing RL Efficiency for LLM Reasoning via Hierarchical Metacognitive Decomposition and Refinement
ACL 2026
Formally Specifying the Intended Behavior of the Program: LLM-Driven Neuro-Symbolic Program Specification Synthesis
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
NIPS 2023
Augmenting Legal Judgment Prediction with Contrastive Case Relations
COLING 2022