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20222026
most citedRethinking Early-Fusion Strategies for Improved Multispectral Object Detection

43 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

4 papers · 1 filter

cs.LG2024

MoE-Enhanced Explainable Deep Manifold Transformation for Complex Data Embedding and Visualization

Zelin Zang, Yuhao Wang, Jinlin Wu +4

Dimensionality reduction (DR) plays a crucial role in various fields, including data engineering and visualization, by simplifying complex datasets while retaining essential inform…

cs.LG2024★ 8 cited

Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks

Yuwen Wang, Shunyu Liu, Tongya Zheng +2

Graph Neural Networks (GNNs) have emerged as a prominent framework for graph mining, leading to significant advances across various domains. Stemmed from the node-wise representati…

cs.LG2024★ 13 cited

COLA: Cross-city Mobility Transformer for Human Trajectory Simulation

Yu Wang, Tongya Zheng, Yuxuan Liang +2

Human trajectory data produced by daily mobile devices has proven its usefulness in various substantial fields such as urban planning and epidemic prevention. In terms of the indiv…

cs.LG2023★ 20 cited

Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation

Tongya Zheng, Xinchao Wang, Zunlei Feng +6

Temporal graphs exhibit dynamic interactions between nodes over continuous time, whose topologies evolve with time elapsing. The whole temporal neighborhood of nodes reveals the va…