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Yanfei Dong
Yanfei Dong
在 u.nus.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Reclor: A reading comprehension dataset requiring logical reasoning
W Yu, Z Jiang, Y Dong, J Feng
ICLR 2020, 2020
2182020
Understanding and resolving performance degradation in deep graph convolutional networks
K Zhou*, Y Dong*, K Wang, WS Lee, B Hooi, H Xu, J Feng
CIKM 2021 (Oral), 2728-2737, 2021
143*2021
Detecting fraud using machine-learning
Y Dong
US Patent 11,308,497, 2022
192022
Data augmentation in transaction classification using a neural network
Y Dong
US Patent 11,610,098, 2023
182023
Systems and methods for training a data classification model
Y Dong
US Patent 11,544,501, 2023
162023
PF-GNN: Differentiable particle filtering based approximation of universal graph representations
MH Dupty, Y Dong, WS Lee
ICLR 2022, 2024
112024
Differentiable Cluster Graph Neural Network
Y Dong, MH Dupty, L Deng, Z Liu, YL Goh, WS Lee
arXiv preprint arXiv:2405.16185, 2024
42024
Constrained Layout Generation with Factor Graphs
MH Dupty, Y Dong, S Leng, G Fu, YL Goh, W Lu, WS Lee
CVPR 2024, 2024
32024
Implicit graph neural diffusion based on constrained Dirichlet energy minimization
G Fu, MH Dupty, Y Dong, LW Sun
arXiv preprint arXiv:2308.03306, 2023
32023
Polar relative distance transformer
Y Dong, Y Deng, H Wang, X Yu
US Patent App. 17/547,680, 2023
32023
ProtoGNN: Prototype-Assisted Message Passing Framework for Non-Homophilous Graphs
Y Dong, MH Dupty, L Deng, YL Goh, WS Lee
2
Investigating Layer Importance in Large Language Models
Y Zhang, Y Dong, K Kawaguchi
arXiv preprint arXiv:2409.14381, 2024
12024
Hierarchical Neural Constructive Solver for Real-world TSP Scenarios
YL Goh, Z Cao, Y Ma, Y Dong, MH Dupty, WS Lee
KDD 2024, 884-895, 2024
12024
Enabling Roll-up and Drill-down Operations in News Exploration with Knowledge Graphs for Due Diligence and Risk Management
S Wang, Y Li, H Xiao, Z Bao, L Deng, Y Dong
ICDE 2024, 2024
12024
Machine learning engine for fraud detection following link selection
CJ Lim, Z Pan, J Tjong, OCE Sanderson, Y Dong
US Patent 11,288,672, 2022
1*2022
Effortless Efficiency: Low-Cost Pruning of Diffusion Models
Y Zhang, E Jin, Y Dong, A Khakzar, P Torr, J Stegmaier, K Kawaguchi
arXiv preprint arXiv:2412.02852, 2024
2024
Efficient Global Message Passing for Heterophilous Graphs
Y Dong, MH Dupty, L Deng, YL Goh, WS Lee
Proceedings of the 33rd ACM International Conference on Information and …, 2024
2024
Dynamic prototype learning framework for non-homophilous graphs
Y Dong
US Patent App. 18/184,407, 2024
2024
Context-Aware Text Sanitization
Y Dong, Y Deng, S Poria
US Patent App. 18/060,921, 2024
2024
Content extraction based on hop distance within a graph model
Y Dong, Y Deng, J Zhang, F Gelli, T Lin, Y Zhuo, H Wang, S Poria
US Patent App. 17/983,908, 2024
2024
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