Tengfei Ma

1. FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling
   2018/01/30 by Jie Chen, Tengfei Ma, Chen, Jie +3 · 37 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
2. Constrained Generation of Semantically Valid Graphs via Regularizing\n Variational Autoencoders
   2018/09/07 by Tengfei Ma, Ma, Tengfei, Jie Chen +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Data Visualization and Analytics #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. TrojVLM: Backdoor Attack Against Vision Language Models
   2024/09/28 by Weimin Lyu, Lu Pang, Lyu, Weimin +7 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
4. Neural Approximation of Graph Topological Features
   2022/01/28 by Zuoyu Yan, Tengfei Ma, Yan, Zuoyu +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
5. Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
   2022/09/15 by Ruixuan Yan, Yan, Ruixuan, Tengfei Ma +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
6. Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs
   2023/06/02 by Tengfei Ma, Ma, Tengfei, Trong Nghia Hoang +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding
   2024/06/04 by Hongkang Li, Li, Hongkang, Meng Wang +9 · 3 citations
   Computer Science · #Data Visualization and Analytics #Cognitive Science and Mapping #Constraint Satisfaction and Optimization
8. Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders
   2018/04/28 by Tengfei Ma, Ma, Tengfei, Cao Xiao +5 · 1 citation
   Computer Science · Pharmacology, Toxicology and Pharmaceutics · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Pharmacogenetics and Drug Metabolism #Biomedical Text Mining and Ontologies
9. KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion
   2024/04/05 by Tengfei Ma, Xiang Song, Ma, Tengfei +15 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Semantic Web and Ontologies
10. When Does A Spectral Graph Neural Network Fail in Node Classification?
    2022/02/16 by Zhixian Chen, Chen, Zhixian, Tengfei Ma +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Enhancing Graph Representation Learning with Localized Topological Features
    2025/01/15 by Zuoyu Yan, Qi Zhao, Yan, Zuoyu +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
12. LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness
    2025/02/17 by Tong Ye, Ye, Tong, Xuhong Zhang +10 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
13. CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning
    2024/03/01 by Shunpan Liang, Liang, Shunpan, Xiang Li +10 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic #Text and Document Classification Technologies
14. BiGCN: A Bi-directional Low-Pass Filtering Graph Neural Network
    2021/01/14 by Zhixian Chen, Chen, Zhixian, Tengfei Ma +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
15. MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
    2025/01/27 by Ruiqi Wu, Na Su, Wu, Ruiqi +20 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Text Readability and Simplification
16. Oracle-Budgeted Molecular Optimization with Short-Term Graph Memory
    2026/07/30 by Jiannan Yang, Veronika Thost, Xiang Ling +1
    Computer Science · #cs.LG