Kounianhua Du
9 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
(28)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Applications · Natural Language Processing
(2)
Generation
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
large language model
(3)
code generation
(3)
multi-agent system
(2)
reinforcement learning
(1)
out-of-distribution generalization
(1)
error propagation
(1)
knowledge graph
(1)
relation prediction
(1)
inductive learning
(1)
tabular data
(1)
retrieval-augmented generation
(1)
multi-agent debate
(1)
data synthesis
(1)
heterogeneous graph
(1)
contrastive analysis
(1)
intermediate representation
(1)
transition-based parsing
(1)
joint extraction
(1)
monte carlo tree search
(1)
mathematical reasoning
(1)
Papers
LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls
ACL 2026
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
ACL 2025
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
ACL 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
EMNLP 2025
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
EMNLP 2025
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
ACL 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction
EMNLP 2025
Inductive Relation Prediction Using Analogy Subgraph Embeddings
ICLR 2022
Learning Enhanced Representation for Tabular Data via Neighborhood Propagation
NeurIPS 2022