2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Geometric Probing for Algorithm Selection in Continuous Black-Box Optimization
Jiabao Brad Wang, Xiang Shi, Yiliang Yuan +2
Automated algorithm selection for continuous black-box optimization depends on what information is acquired from a problem under a limited probing budget and how that information i…
q-bio.QM2025★ 2 cited
Molecular Embedding-Based Algorithm Selection in Protein-Ligand Docking
Jiabao Brad Wang, Siyuan Cao, Hongxuan Wu +2
Selecting an effective docking algorithm is highly context-dependent, and no single method performs reliably across structural, chemical, and protocol regimes. MolAS is a lightweig…
cs.AI2025
MC-GNNAS-Dock: Multi-criteria GNN-based Algorithm Selection for Molecular Docking
Siyuan Cao, Hongxuan Wu, Jiabao Brad Wang +2
Molecular docking is a core tool in drug discovery for predicting ligand-target interactions. Despite the availability of diverse search-based and machine learning approaches, no s…