Dehui Du
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
ACL (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(2)
chain of thought
(2)
sample efficiency
(1)
few-shot learning
(1)
logical reasoning
(1)
preference learning
(1)
knowledge distillation
(1)
preference optimization
(1)
explainable ai
(1)
low-resource learning
(1)
time series
(1)
importance sampling
(1)
conditional distribution
(1)
structural causal model
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
pairwise preference
(1)
experience replay
(1)
counterfactual estimation
(1)
structured reasoning
(1)
Papers
ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning
AAAI 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up
ACL 2025
LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation
ACL 2025
Exogenous Isomorphism for Counterfactual Identifiability
ICML 2025
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation
NIPS 2024