Qihao Zhu
8 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Computer Science
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Applications Β· Computer Science
(3)
Architectures
(3)
Applications Β· Natural Language Processing
(2)
Foundations
(2)
Techniques
(2)
Artificial Intelligence
(1)
Core AI
(1)
Generation
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
code generation
(4)
abstract syntax tree
(2)
graph neural network
(2)
neural network
(2)
programming language
(2)
neural architecture
(1)
program synthesis
(1)
attention mechanism
(1)
node embedding
(1)
data science
(1)
node classification
(1)
sparse reward
(1)
intrinsic reward
(1)
word embedding
(1)
convolutional neural network
(1)
monte carlo tree search
(1)
context-free grammar
(1)
stochastic local search
(1)
graph embedding
(1)
semantic parsing
(1)
Papers
DSCodeBench: A Realistic Benchmark for Data Science Code Generation
AAAI 2026
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
ICLR 2025
Generalized Equivariance and Preferential Labeling for GNN Node Classification
AAAI 2022
Grape: Grammar-Preserving Rule Embedding
IJCAI 2022
Lyra: A Benchmark for Turducken-Style Code Generation
IJCAI 2022
NLocalSAT: Boosting Local Search with Solution Prediction
IJCAI 2020
TreeGen: A Tree-Based Transformer Architecture for Code Generation
AAAI 2020
A Grammar-Based Structural CNN Decoder for Code Generation
AAAI 2019