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Jie Ma — most-cited papers & profile · Federated Learning
← authors
·
overview
Jie Ma
14
papers ·
226
citations ·
17
h-index
University of Liverpool · Liverpool College
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
2024 · 134 citations
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
2026
From Entity Reliability to Clean Feedback: An Entity-Aware Denoising Framework Beyond Interaction-Level Signals
2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
2025
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning
2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
2025
Visualizing and Understanding Patch Interactions in Vision Transformer
2022
Topics
Segmentation
Image Generation
Object Detection
Image Restoration
Medical Imaging
Multi-Agent
Tool Use
Planning
Collaborative Filtering
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