← Authors

Lingfei Wu

56 papers · 2018–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (106) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (13) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (276) πŸš€ Conference Pioneer πŸ’Ž Century Club (56) πŸ”₯ Unstoppable (8) πŸ“ˆ Trend Setter ⚑ Prolific Year (11)

Conferences

EMNLP (16) AAAI (9) ACL (7) IJCAI (5) NAACL (5) ICML (4) NIPS (4) AACL (1) AISTATS (1) ECCV (1) ICLR (1) IJCNLP (1) JMLR (1)

Top co-authors

Tengfei Ma (9) Fangli Xu (9) Bo Long (9) Shouling Ji (6) Siliang Tang (6) Xuhong Zhang (5) Yangkai Du (5) Yu Chen (5) Bang Liu (4) Zhuoye Ding (4)

Keywords

graph neural network (12) question answering (6) knowledge graph (6) contrastive learning (4) semantic parsing (3) information retrieval (3) text generation (3) unsupervised learning (3) question generation (2) code generation (2) reading comprehension (2) adversarial robustness (2) semantic representation (2) transfer learning (2) representation learning (2) reinforcement learning (2) text classification (2) information extraction (2) attention mechanism (2) knowledge distillation (2)

Papers

Random Pruning Over-parameterized Neural Networks Can Improve Generalization: A Training Dynamics Analysis JMLR 2025
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting AAAI 2025
FAC2E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition EMNLP 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs AAAI 2024
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection AAAI 2024
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization NAACL 2024
User Simulator Assisted Open-ended Conversational Recommendation System ACL 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code EMNLP 2023
Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning AAAI 2023
SkillQG: Learning to Generate Question for Reading Comprehension Assessment ACL 2023
T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation AAAI 2023
Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search EMNLP 2022
Automatic Scene-based Topic Channel Construction System for E-Commerce EMNLP 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph IJCNLP 2022
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance EMNLP 2022
Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing ICML 2022
Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile ICML 2022
Automatic Product Copywriting for E-commerce AAAI 2022
Feeding What You Need by Understanding What You Learned ACL 2022
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph AACL 2022
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks EMNLP 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021
Learning to Generate Visual Questions with Noisy Supervision NIPS 2021
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NIPS 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021
Technical Question Answering across Tasks and Domains NAACL 2021
Deep Learning on Graphs for Natural Language Processing NAACL 2021
Graph-Augmented Code Summarization in Computational Notebooks IJCAI 2021
Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021
Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021
A Technical Question Answering System with Transfer Learning EMNLP 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings NIPS 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL 2020
Crossing Variational Autoencoders for Answer Retrieval ACL 2020
A Joint Neural Model for Information Extraction with Global Features ACL 2020
A Multi-Perspective Architecture for Semantic Code Search ACL 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning EMNLP 2020
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem EMNLP 2020
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation ICLR 2020
Hierarchical Attention Based Spatial-Temporal Graph-to-Sequence Learning for Grounded Video Description IJCAI 2020
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension IJCAI 2020
RDF-to-Text Generation with Graph-augmented Structural Neural Encoders IJCAI 2020
Similarity Preserving Representation Learning for Time Series Clustering IJCAI 2019
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases NAACL 2019
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus NAACL 2019
Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications ICML 2019
KerGM: Kernelized Graph Matching NIPS 2019
Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV 2018
Random Warping Series: A Random Features Method for Time-Series Embedding AISTATS 2018
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model EMNLP 2018
Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018
SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018