Muning Wen

Venues

Frequent coauthors

Papers

1. Attribution-Based Analysis and Optimization of Modular Agentic Workflows
   ACL 2026 ·

   Yingxuan Yang

   DBLP profile ↗ORCID search ↗
2. Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling
   ACL 2026 ·

   Huacan Chai

   DBLP profile ↗ORCID search ↗
3. Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation
   AAAI 2025 ·

   Yiwei Shi

   DBLP profile ↗ORCID search ↗
4. Diversity-Aware Self-Paced Data Selection for LLM Fine-Tuning
   ECAI 2025 ·

   Yingxuan Yang

   DBLP profile ↗ORCID search ↗
5. HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios
   ACL 2025 ·

   Jun Wang

   DBLP profile ↗ORCID search ↗
6. MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
   NeurIPS 2025 ·

   Ning Li

   DBLP profile ↗ORCID search ↗
7. PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning
   AAMAS 2025 ·

   Kun Hu

   DBLP profile ↗ORCID search ↗
8. Robust Function-Calling for On-Device Language Model via Function Masking
   ICLR 2025 ·

   Qiqiang Lin

   DBLP profile ↗ORCID search ↗
9. Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
   ICLR 2025 ·

   Shangding Gu

   DBLP profile ↗ORCID search ↗
10. AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
    ICML 2024 ·

    Ziyu Wan

    DBLP profile ↗ORCID search ↗
11. Reinforcing LLM Agents via Policy Optimization with Action Decomposition
    NeurIPS 2024 · Muning Wen
12. TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
    SIGIR 2024 ·

    Ruiwen Zhou

    DBLP profile ↗ORCID search ↗