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Wenjie Huang

5 accepted papers

2026

Neural Graph Navigation for Intelligent Subgraph Matching

AAAI 2026technical

Subgraph matching, a cornerstone of relational pattern detection in domains ranging from biochemical systems to social network analysis, faces significant computational challenges due to the dramatically growing search space. Existing methods address this problem within a filtering-ordering-enumerat

Cited by 0SourcePDFScholar
2025

A Hierarchical Compression Technique for 3D Gaussian Splatting Compression

ICASSP 2025accepted

3D Gaussian Splatting (GS) demonstrates excellent rendering quality and generation speed in novel view synthesis. However, substantial data size poses challenges for storage and transmission, making 3D GS compression an essential technology. Current 3D GS compression research primarily focuses on de…

Cited by 0SourceScholar
2025

Deep Joint Source-Channel Coding for Wireless Point Cloud Transmission

ICASSP 2025accepted

The growing demand for high-quality point cloud transmission over wireless networks presents significant challenges, primarily due to the large data sizes and the need for efficient encoding techniques. In response to these challenges, we introduce a novel system named Deep Point Cloud Semantic Tran…

Cited by 0SourceScholar
2025

LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression

ICCV 2025poster

Existing AI-based point cloud compression methods struggle with dependence on specific training data distributions, which limits their real-world deployment. Implicit Neural Representation (INR) methods solve the above problem by encoding overfitted network parameters to the bitstream, resulting in…

Cited by 0SourcePDFScholar