Lock-free Linked List Library for GPUs

• The first library supporting all singly linked list operations on GPUs with CUDA.
• Achieveing 141x speedup for insertions and deletions compared to sequential operations.
• Individual contribution.

[GitHub] [Report]

A Python Implementation for Harmonic Coordinates for Character Articulation

[GitHub]

Expressive Power, Generalization, and Optimization of Graph Neural Networks: A Survey

Summarized the theoretic frameworks of GNN’s expressive power; summarized the generalization bounds, the generalization ability of different GNNs, and the methods to improve generalization ability; stated the explanation of over-fitting problem and summarized the optimization methods.

[full article]