Shenyang Huang

6 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 👥 Mega-Team (34)

Conferences

ICLR (3) NIPS (3)

Top co-authors

Reihaneh Rabbany (4) Farimah Poursafaei (4) Guillaume Rabusseau (3) Matthias Fey (2) Emanuele Rossi (2) Ali Parviz (2) Jure Leskovec (2) Weihua Hu (2) Jacob Danovitch (2) Luis Müller (1)

Keywords

link prediction (3) dynamic graph (2) graph representation learning (2) temporal graph (2) edge prediction (2) temporal knowledge graph (1) heterogeneous graph (1) dynamic network (1) edge memorization (1) graph learning (1) graph representation (1) benchmark dataset (1) node classification (1)

Papers

ContextGNN: Beyond Two-Tower Recommendation Systems ICLR 2025

TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs NIPS 2024

Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets ICLR 2024

GraphPulse: Topological representations for temporal graph property prediction ICLR 2024

Temporal Graph Benchmark for Machine Learning on Temporal Graphs NIPS 2023

Towards Better Evaluation for Dynamic Link Prediction NIPS 2022