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20232026
most citedAI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models

3 citations · 3 across the 5 of their papers we have counts for

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cs.LG2025

UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs

Yuanyuan Xu, Wenjie Zhang, Xuemin Lin +1

Dynamic graphs are formulated in continuous-time or discrete-time dynamic graphs. They differ in temporal granularity: Continuous-Time Dynamic Graphs (CTDGs) exhibit rapid, localiz…

cs.LG2025

Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs

Yuanyuan Xu, Wenjie Zhang, Ying Zhang +2

Dynamic Text-Attributed Graphs (DyTAGs) are a novel graph paradigm that captures evolving temporal events (edges) alongside rich textual attributes. Existing studies can be broadly…