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Xiaowen Ma — most-cited papers & profile · Time Series
← authors
·
overview
Xiaowen Ma
9
papers ·
98
citations ·
14
h-index
Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
2025
Contrastive Prompt Clustering for Weakly Supervised Semantic Segmentation
2025
PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
2025
Top co-authors
Chuang Liu
· 1
Jiekai Wu
· 1
Kangan Qian
· 1
Rong Fu
· 1
Shiyin Lin
· 1
Simon James Fong
· 1
Topics
Multi-Agent
Benchmarks
Model-Based RL
Policy Gradient
RLHF & Alignment
Orchestration
Evaluation
Segmentation
Instruction Tuning
Vision-Language Models