3 papers
cs.AI2026
Logic-Guided Multistage Inference for Explainable Multidefendant Judgment Prediction
Xu Zhang, Qinghua Wang, Mengyang Zhao +2
Crime disrupts societal stability, making law essential for balance. In multidefendant cases, assigning responsibility is complex and challenges fairness, requiring precise role di…
eess.SY2026
Convergence Analysis of Weighted Median Opinion Dynamics with Higher-Order Effects
Lingrui Chen, Xu Zhang, Fanpeng Song +3
The weighted median mechanism provides a robust alternative to weighted averaging in opinion dynamics. Existing models, however, are predominantly formulated on pairwise interactio…
cs.CL2025
Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction
Qinghua Wang, Xu Zhang, Lingyan Yang +4
Probation is a crucial institution in modern criminal law, embodying the principles of fairness and justice while contributing to the harmonious development of society. Despite its…