PPaperPicks

Benfeng Xu

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×5AAAI ×2EMNLP ×2IJCAI ×1SIGIR ×1

Frequent coauthors

Zhendong Mao
×11
Chiwei Zhu
×8
Xiaorui Wang
×6
Mingxuan Du
×3
Zikang Guo
×3
Quan Wang
×3
Shaohan Wang
×2
Licheng Zhang
×2
Yongdong Zhang
×1
Shengzhuo Zhang
×1
Wentao Hong
×1
Pengyu Wang
×1

Papers

  1. FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents
    ACL 2026 ·
    Chiwei Zhu
    , Benfeng Xu,
    Mingxuan Du
    ,
    Shaohan Wang
    ,
    Xiaorui Wang
    ,
    Zhendong Mao
    ,
    Yongdong Zhang
  2. GraphSynthQA: Knowledge-Graph-Guided Query Synthesis and Step-Level Preference Optimization for Web Agents
    SIGIR 2026 ·
    Chiwei Zhu
    ,
    Mingxuan Du
    , Benfeng Xu,
    Shengzhuo Zhang
    ,
    Xiaorui Wang
    ,
    Zhendong Mao
  3. MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
    AAAI 2026 ·
    Zikang Guo
    , Benfeng Xu,
    Chiwei Zhu
    ,
    Wentao Hong
    ,
    Xiaorui Wang
    ,
    Zhendong Mao
  4. WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora
    ACL 2026 ·
    Pengyu Wang
    , Benfeng Xu,
    Licheng Zhang
    ,
    Shaohan Wang
    ,
    Mingxuan Du
    ,
    Chiwei Zhu
    ,
    Zhendong Mao
  5. Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
    EMNLP 2025 ·
    Ruizhe Li
    ,
    Chiwei Zhu
    , Benfeng Xu,
    Xiaorui Wang
    ,
    Zhendong Mao
  6. From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
    ACL 2025 ·
    Chiwei Zhu
    , Benfeng Xu,
    Xiaorui Wang
    ,
    Zhendong Mao
  7. MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning
    IJCAI 2025 ·
    Zikang Guo
    , Benfeng Xu,
    Xiaorui Wang
    ,
    Zhendong Mao
  8. Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
    ACL 2025 ·
    Chiwei Zhu
    , Benfeng Xu,
    An Yang
    ,
    Junyang Lin
    ,
    Quan Wang
    ,
    Chang Zhou
    ,
    Zhendong Mao
  9. Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
    AAAI 2024 ·
    Yihan Chen
    , Benfeng Xu,
    Quan Wang
    ,
    Yi Liu
    ,
    Zhendong Mao
  10. Disentangled Learning with Synthetic Parallel Data for Text Style Transfer
    ACL 2024 ·
    Jingxuan Han
    ,
    Quan Wang
    ,
    Zikang Guo
    , Benfeng Xu,
    Licheng Zhang
    ,
    Zhendong Mao
  11. KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction
    EMNLP 2024 ·
    Jianshang Kou
    , Benfeng Xu,
    Chiwei Zhu
    ,
    Zhendong Mao