Benfeng Xu

Venues

Frequent coauthors

Papers

1. FS-Researcher: Test-Time Scaling for Long-Horizon Research Tasks with File-System-Based Agents
   ACL 2026 ·

   Chiwei Zhu

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2. GraphSynthQA: Knowledge-Graph-Guided Query Synthesis and Step-Level Preference Optimization for Web Agents
   SIGIR 2026 ·

   Chiwei Zhu

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3. MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
   AAAI 2026 ·

   Zikang Guo

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4. WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora
   ACL 2026 ·

   Pengyu Wang

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5. Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
   EMNLP 2025 ·

   Ruizhe Li

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6. From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
   ACL 2025 ·

   Chiwei Zhu

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7. MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning
   IJCAI 2025 ·

   Zikang Guo

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8. Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
   ACL 2025 ·

   Chiwei Zhu

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9. Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
   AAAI 2024 ·

   Yihan Chen

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10. Disentangled Learning with Synthetic Parallel Data for Text Style Transfer
    ACL 2024 ·

    Jingxuan Han

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11. KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction
    EMNLP 2024 ·

    Jianshang Kou

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