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Yunpu Ma — most-cited papers & profile · Generative Models
← authors
·
overview
Yunpu Ma
26
papers ·
207
citations ·
19
h-index
Munich Center for Quantum Science and Technology · Ludwig-Maximilians-Universität München
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Most-cited papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
2025 · 98 citations
Webpilot: A Versatile And Autonomous Multi-agent System For Web Task Execution With Strategic Exploration
2024 · 10 citations
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
2025 · 1 citations
OPD-V: Visual On-Policy Self-Distillation with Modality Balance
2026
Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
2025
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy
2026
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
2026
The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models
2025
RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation
2025
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
2025
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
2025
FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models
2025
MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models
2025
QNEAT: Natural Evolution of Variational Quantum Circuit Architecture
2023
Top co-authors
Aniri
· 1
Fei Shen
· 1
Jinhe Bi
· 1
Peng Liao
· 1
Tat-Seng Chua
· 1
Volker Tresp
· 1
Zengjie Jin
· 1
Topics
Evaluation
Reinforcement Learning
Multi-Agent
Training Techniques
cs.AI
cs.LG
Model-Based RL
Policy Gradient
RLHF & Alignment
Benchmarks