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

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

collaborators

3 papers

cs.SI2025

UniCom: Towards a Unified and Cohesiveness-aware Framework for Community Search and Detection

Yifan Zhu, Hanchen Wang, Wenjie Zhang +2

Searching and detecting communities in real-world graphs underpins a wide range of applications. Despite the success achieved, current learning-based solutions regard community sea…

cs.SI2025

WOCD: A Semi-Supervised Method for Overlapping Community Detection Using Weak Cliques

Shaozhen Ma, Hanchen Wang, Dong Wen +3

Overlapping community detection (OCD) is a fundamental graph data analysis task for extracting graph patterns. Traditional OCD methods can be broadly divided into node clustering a…

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…