Liangbo Ning

A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Wenqi Fan, Yujuan Ding, Liangbo Ning et al. · 2024 · 400 citations

Artificial Intelligence, Engineering, Query Model +20

Unsupervised Change Detection From Heterogeneous Data Based on Image Translation

Zhunga Liu, Zuowei Zhang, Quan Pan et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 81 citations

Engineering, Machine Learning, Shift Detection +17

Multilevel Distribution Alignment for Multisource Universal Domain Adaptation

Liangbo Ning, Zuowei Zhang, Weiping Ding et al. · IEEE Transactions on Neural Networks and Learning Systems · 2025 · 23 citations

A New Progressive Multisource Domain Adaptation Network With Weighted Decision Fusion

Zhunga Liu, Liangbo Ning, Zuowei Zhang · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 20 citations

Artificial Intelligence, Engineering, Machine Learning +18

Belief-Based Fuzzy and Imprecise Clustering for Arbitrary Data Distributions

Zuowei Zhang, Zhunga Liu, Liangbo Ning et al. · IEEE Transactions on Fuzzy Systems · 2025 · 20 citations