Tao Sun
3 papers in the PaperMetrix corpus
Papers by this author
-
Non-Ergodic Convergence Analysis of Heavy-Ball Algorithms
2019 · Proceedings of the AAAI Conference on Artificial Intelligence
In this paper, we revisit the convergence of the Heavy-ball method, and present improved convergence complexity results in the convex setting. We provide the first non-ergodic O(1/k) rate result of the Heavy-ball algorithm with constant …
-
Distant Supervised Relation Extraction based on Dense Neural Network with 2-Level Attention Mechanism
2021
Dense connected convolutional neural network (Dense Net) is a new architecture of deep convolutional neural network, which ensures the maximum information transmission between network layers by establishing the connection relationship between different layers. In the …
-
Information Diffusion Prediction With Augmented Diffusion Dependency and Multigranularity Temporal Influence
2025 · IEEE Transactions on Computational Social Systems
Information diffusion prediction plays a pivotal role in the analysis of information propagation across social networks. Many existing methods rely on learning social homophily solely from users’ social connections as a single diffusion dependency to …