Information Retrieval · Computer Science
Graph Attention Collaborative Similarity Embedding for Recommender System
Jinbo Song, Chao Chang, Fei Sun, Zhenyang Chen +2
2021-02-08
Distributed, Parallel, and Cluster Computing · Computer Science
GraphGuess: Approximate Graph Processing System with Adaptive Correction
Morteza Ramezani, Mahmut T. Kandemir, Anand Sivasubramaniam
2022-06-10
Information Retrieval · Computer Science
Graph Neural Networks for Social Recommendation
Wenqi Fan, Yao Ma, Qing Li, Yuan He +3
2019-11-26
Information Retrieval · Computer Science
GraphPro: Graph Pre-training and Prompt Learning for Recommendation
Yuhao Yang, Lianghao Xia, Da Luo, Kangyi Lin +1
2024-02-20
Machine Learning · Computer Science
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems
Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi +3
2024-04-09
Information Retrieval · Computer Science
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions
Chen Gao, Yu Zheng, Nian Li, Yinfeng Li +7
2023-01-13
Machine Learning · Computer Science
Reliable and Compact Graph Fine-tuning via GraphSparse Prompting
Bo Jiang, Hao Wu, Beibei Wang, Jin Tang +1
2024-10-30
Information Retrieval · Computer Science
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations
Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang +3
2022-08-09
Information Retrieval · Computer Science
PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering
Doyun Choi, Cheonwoo Lee, Biniyam Aschalew Tolera, Taewook Ham +2
2026-01-29
Machine Learning · Computer Science
Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity
Samidha Verma, Burouj Armgaan, Sourav Medya, Sayan Ranu
2023-06-09
Cryptography and Security · Computer Science
GraphSense: A General-Purpose Cryptoasset Analytics Platform
Bernhard Haslhofer, Rainer Stütz, Matteo Romiti, Ross King
2021-03-01
Artificial Intelligence · Computer Science
A Temporal Graph Network Framework for Dynamic Recommendation
Yejin Kim, Youngbin Lee, Vincent Yuan, Annika Lee +1
2024-12-24
Software Engineering · Computer Science
Code Recommendation for Open Source Software Developers
Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun +1
2023-04-26
Information Retrieval · Computer Science
GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems
Yishi Xu, Yingxue Zhang, Wei Guo, Huifeng Guo +2
2020-09-03
Software Engineering · Computer Science
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search
Shangqing Liu, Xiaofei Xie, Jingkai Siow, Lei Ma +2
2023-02-14
Distributed, Parallel, and Cluster Computing · Computer Science
A Tool for Automatically Suggesting Source-Code Optimizations for Complex GPU Kernels
Saeed Taheri, Apan Qasem, Martin Burtscher
2019-10-18