Hansheng Xue

4 papers · 2019–2024 · 3 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) 🚀 Conference Pioneer

Venues

AAAI (2) ICLR (1) NeurIPS (1)

Top co-authors

Vaibhav Rajan (3) Vijini Mallawaarachchi (2) Yu Lin (2) Lexing Xie (1) Yujia Zhang (1) Jiajie Peng (1) Xuequn Shang (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Core Methods (4) Healthcare & Medicine (1) Interdisciplinary (1) Mathematics & Optimization (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization (1) Optimization & Theory (1) Research (1) Science (1)

Keywords

metagenomic binning (2) graph neural network (2) graph representation learning (2) representation learning (2) graph coloring (1) gene function prediction (1) constraint-based clustering (1) topological structure (1) neural network (1) assembly graph (1) multi-networks representation learning (1) semi-supervised autoencoder (1) network integration (1) biological constraint (1) haplotype assembly (1) viral quasispecies (1) sequence reconstruction (1) heterophily constraint (1) multi-network representation learning (1) quasispecies reconstruction (1)

Papers

Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning ICLR 2024 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022 RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning AAAI 2022 Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019