Xie, Yuexiang

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning

Kuang, W., Qian, B., Li, Z., Chen, D., Gao, D., Pan, X., Xie, Y., Li, Y., Ding, B., & Zhou, J. (2024) · Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Privacy-Preserving Technologies in DataTopic Modeling

Cited by 142

Knowledge Graph-Guided Retrieval Augmented Generation

Zhu, X., Xie, Y., Liu, Y., Li, Y., & Hu, W. (2025) · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Topic ModelingMultimodal Machine Learning Applications

Cited by 91

FederatedScope: A Flexible Federated Learning Platform for Heterogeneity

Xie, Y., Wang, Z., Gao, D., Chen, D., Yao, L., Kuang, W., Li, Y., Ding, B., & Zhou, J. (2023) · Proceedings of the VLDB Endowment

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 84

FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data

Xie, Y., Wang, Z., Li, Y., Ding, B., Gürel, N. M., Zhang, C., Huang, M., Lin, W., & Zhou, J. (2021) · Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 18

Knowledge Graph-Guided Retrieval Augmented Generation

Zhu, X., Xie, Y., Liu, Y., Li, Y., & Hu, W. (2025) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 4

Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents

Yu, Y., Yao, L., Xie, Y., Tan, Q., Feng, J., Li, Y., & Wu, L. (2026) · arXiv

AI-based Problem Solving and PlanningReinforcement Learning in Robotics

Cited by 0