Xinkai Wei

4 papers · 2019–2025 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (1) CVPR (1) ICCV (1) ICML (1)

Top co-authors

Zhiqiang Wang (2) Jianqing Liang (2) David Acuna (1) Antonio Torralba (1) Raquel Urtasun (1) Hang Chu (1) Sanja Fidler (1) Daiqing Li (1) Ming-Yu Liu (1) Min Chen (1)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Application Areas (2) Core Methods (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Robotics (1) Capabilities (1) Domain-Specific (1) Models (1)

Keywords

graph contrastive learning (2) manifold learning (1) self-supervised learning (1) graph representation learning (1) visual localization (1) graph representation (1) closed-form solution (1) binary representation (1) graph neural network (1) sequential generative model (1) map compression (1) task-specific compression (1) storage optimization (1) spatial graph generation (1) road layout modeling (1) road parsing (1) gcn (1) lightweight (1) representation learning (1) positive pairs weights (1)

Papers

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025 ML$^2$-GCL: Manifold Learning Inspired Lightweight Graph Contrastive Learning ICML 2025 Learning to Localize Through Compressed Binary Maps CVPR 2019 Neural Turtle Graphics for Modeling City Road Layouts ICCV 2019