Kelin Xia

4 papers · 2024–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (3) AAAI (1)

Top co-authors

Wee Peng Tay (1) Yipeng Zhang (1) Xiaosheng Zhuang (1) Dongrui Shen (1) Feng Ji (1) Yujie Fang (1) Ming Li (1) Daniel Hui Loong Ng (1) See Hian Lee (1) Pietro Lió (1)

Keywords

representation learning (1) spectral analysis (1) hypergraph neural network (1) high-pass filtering (1) sheaflet transform (1) framelet decomposition (1)

Papers

High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks AAAI 2026

Contrastive Learning with Simplicial Convolutional Networks for Short-Text Classification ICML 2025

Rhomboid Tiling for Geometric Graph Deep Learning ICML 2025

Graph Neural Networks with a Distribution of Parametrized Graphs ICML 2024