Can Tian

2 papers · 2024–2025 · 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 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Junli Wang (1) Wenkang Su (1) Rui Duan (1) Yunbo Wang (1) Chungang Yan (1) Haoran Yang (1) YuJie Wu (1) Hongda Qi (1) Jianhai Chen (1) Mingjian Guang (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI · Artificial Intelligence (2) Core Methods (2) Computer Vision (1) Architectures (1) Core AI · Computer Vision (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

metric learning (1) feature extraction (1) image retrieval (1) similarity learning (1) node classification (1) image-text retrieval (1) spectral graph neural network (1) graph convolution (1) filter ensemble (1) polynomial filter (1) noisy correspondence (1) cross-modal matching (1) visual captioning (1) asymmetric similarity learning (1) triplet-based learning (1) positive-negative pair (1) triple filter ensemble (1) homophily heterophily (1) chebnet approximation (1)

Papers

Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025 Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles NeurIPS 2024