3 papers
cs.LG2025
Federated Deep Subspace Clustering
Yupei Zhang, Ruojia Feng, Yifei Wang +1
This paper introduces FDSC, a private-protected subspace clustering (SC) approach with federated learning (FC) schema. In each client, there is a deep subspace clustering network a…
cs.CL2024
Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents
Zhiguang Wu, Fengbin Zhu, Xuequn Shang +2
Text-to-SQL task aims to automatically yield SQL queries according to user text questions. To address this problem, we propose a Cooperative SQL Generation framework based on Multi…
cs.LG2024
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
Xiran Qu, Xuequn Shang, Yupei Zhang
This paper studies the problem of CPRP, concept prerequisite relation prediction, which is a fundamental task in using AI for education. CPRP is usually formulated into a link-pred…