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Sihan Li

2 accepted papers

2026

OpenMAG: A Comprehensive Benchmark for Multimodal-Attributed Graph

ICML 2026poster

Multimodal-Attributed Graph (MAG) learning has achieved remarkable success in modeling complex real-world systems by integrating graph topology with rich attributes from multiple modalities. With the rapid proliferation of novel MAG models capable of handling intricate cross-modal semantics and stru…

Cited by 0SourceScholar
2024

Logarithmic Lenses: Exploring Log RGB Data for Image Classification

CVPR 2024poster

The design of deep network architectures and training methods in computer vision has been well-explored. However in almost all cases the images have been used as provided with little exploration of pre-processing steps beyond normalization and data augmentation. Virtually all images posted on the we…

Cited by 7SourcePDFScholar