Guangyu Meng

2 papers · 2022–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) CVPR (1)

Top co-authors

Peixian Liang (1) Kaiqun Fu (1) Erin Wolf Chambers (1) Zhiqian Chen (1) John P. Lalor (1) Pengfei Gu (1) Chang-Tien Lu (1) Danny Z. Chen (1) Beiyu Lin (1) Qisheng Jiang (1)

Research topics

Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Data Science & Analytics (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

representation learning (1) contrastive learning (1) graph learning (1) wavelet transform (1) topological data analysis (1) medical image classification (1) mixture of expert (1) persistence diagram (1) traffic prediction (1) traffic accident prediction (1) graph neural network (1) graph wavelet (1) intelligent transport system (1) abrupt signal (1) single snapshot observation (1) abrupt signal modeling (1) abrupt graph wavelet (1) single snapshot (1)

Papers

TopoCL: Topological Contrastive Learning for Medical Imaging CVPR 2026 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022