Yingfei Xiong

7 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot · Bronze

❓ The Questioner 🚀 Conference Pioneer 📈 Trend Setter

Venues

AAAI (3) IJCAI (3) ACL (1)

Top co-authors

Zeyu Sun (7) Lu Zhang (7) Qihao Zhu (6) Wenjie Zhang (4) Lili Mou (3) Qingyuan Liang (2) Ge Li (2) Haotian Zhang (1) Qi Luo (1) Yueyi Xiao (1)

Research topics

Machine Learning (6) Computer Science (5) Core Methods (5) Deep Learning (4) Applications · Computer Science (4) Natural Language Processing (3) Architectures (3) Applications · Natural Language Processing (2) Foundations (2) Generation (2) Techniques (2) Application Areas (1) Models (1)

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 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