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Chenxi Wan

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

3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning

NeurIPS 2024poster

3D Gaussian splatting has recently emerged as a promising technique for novel view synthesis from sparse image sets, yet comes at the cost of requiring millions of 3D Gaussian primitives to reconstruct each 3D scene. This largely limits its application to resource-constrained devices and application…