8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 8 cited
Reconciling Attribute and Structural Anomalies for Improved Graph Anomaly Detection
Chunjing Xiao, Jiahui Lu, Xovee Xu +4
Graph anomaly detection is critical in domains such as healthcare and economics, where identifying deviations can prevent substantial losses. Existing unsupervised approaches striv…
physics.comp-ph2024
A Neural-Network-Based Mapping and Optimization Framework for High-Precision Coarse-Grained Simulation
Zhixuan Zhong, Lifeng Xu, Jian Jiang
The accuracy and efficiency of a coarse-grained (CG) force field are pivotal for high-precision molecular simulations of large systems with complex molecules. We present an automat…
physics.chem-ph2024★ 2 cited
Synergistic integration of physical embedding and machine learning enabling precise and reliable force field
Lifeng Xu, Jian Jiang
The machine learning force field has achieved significant strides in accurately reproducing the potential energy surface with quantum chemical accuracy. However, it still faces sig…