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Liheng Ma
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Year
Memory Augmented Graph Neural Networks for Sequential Recommendation
C Ma, L Ma, Y Zhang, J Sun, X Liu, M Coates
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020
2062020
Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation
C Ma, L Ma, Y Zhang, R Tang, X Liu, M Coates
The 26th ACM SIGKDD International Conference on Knowledge Discovery & Data …, 2020
502020
Graph Inductive Biases in Transformers without Message Passing
L Ma*, C Lin*, D Lim, A Romero-Soriano, PK Dokania, M Coates, P Torr, ...
The Fortieth International Conference on Machine Learning (ICML 2023), 2023
342023
Knowledge-Enhanced Top-K Recommendation in Poincar\'e Ball
C Ma, L Ma, Y Zhang, H Wu, X Liu, M Coates
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021
332021
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
S Pal, L Ma, Y Zhang, M Coates
The Thirty-eighth International Conference on Machine Learning (ICML 2021), 2021
202021
Graph Attention Networks with Positional Embeddings
L Ma, R Rabbany, A Romero-Soriano
The 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining …, 2021
142021
Detection and Defense of Topological Adversarial Attacks on Graphs
Y Zhang, F Regol, S Pal, S Khan, L Ma, M Coates
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021
82021
A new approach to solve opinion dynamics on complex networks
WT Wang, YL He, JZ Huang, LH Ma
Expert Systems with Applications 145, 113132, 2020
72020
Multi-resolution Time-Series Transformer for Long-term Forecasting
Y Zhang*, L Ma*, S Pal, Y Zhang, M Coates
The 27th International Conference on Artificial Intelligence and Statistics …, 2024
32024
Latent Feature Group Learning for High-Dimensional Data Clustering
W Wang, Y He, L Ma, JZ Huang
Information 10 (6), 208, 2019
22019
CKGConv: General Graph Convolution with Continuous Kernels
L Ma, S Pal, Y Zhang, J Zhou, Y Zhang, M Coates
arXiv preprint arXiv:2404.13604, 2024
2024
Revealing Decurve Flows for Generalized Graph Propagation
C Lin*, L Ma*, Y Chen*, W Ouyang, MM Bronstein, PHS Torr
arXiv preprint arXiv:2402.08480, 2024
2024
Graph Attention Networks with auxiliary positional embedding models
L Ma
McGill University (Canadian AI Association's 2021 Best Master's Thesis Award), 2020
2020
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Articles 1–13