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

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

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.CE2025★ 3 cited

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

Yuanyuan Xu, Hanchen Wang, Wenjie Zhang +6

Catalysts are essential for accelerating chemical reactions and enhancing selectivity, which is crucial for the sustainable production of energy, materials, and bioactive compounds…