Yingfei Xiong
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Academic Marathon (6) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Conference Pioneer
β
The Questioner
π
Trend Setter
Conferences
AAAI (3)
IJCAI (3)
ACL (1)
Top co-authors
Keywords
code generation
(4)
neural network
(2)
programming language
(2)
abstract syntax tree
(2)
graph neural network
(2)
graph embedding
(1)
neural architecture
(1)
semantic parsing
(1)
node classification
(1)
language model
(1)
semantic differentiation
(1)
word embedding
(1)
stochastic local search
(1)
context-free grammar
(1)
program synthesis
(1)
syntax correctness
(1)
grammar-based representation
(1)
node embedding
(1)
large language model
(1)
convolutional neural network
(1)
Papers
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs?
ACL 2025
Generalized Equivariance and Preferential Labeling for GNN Node Classification
AAAI 2022
Lyra: A Benchmark for Turducken-Style Code Generation
IJCAI 2022
Grape: Grammar-Preserving Rule Embedding
IJCAI 2022
TreeGen: A Tree-Based Transformer Architecture for Code Generation
AAAI 2020
NLocalSAT: Boosting Local Search with Solution Prediction
IJCAI 2020
A Grammar-Based Structural CNN Decoder for Code Generation
AAAI 2019