--- title: "Fei Huang — papers of 2025 — 16 papers, the most cited first" description: "Fei Huang — papers of 2025: 16 papers on Elamur Research, the most cited first — what each work is about in our own words." canonical: "https://research.elamur.ai/free/en/authors/fei-huang/year/2025/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fei-huang/year/2025/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/) / 2025 # Fei Huang — papers of 2025 — 16 papers, the most cited first 16 papers · [all years of Fei Huang](https://md.research.elamur.ai/free/en/authors/fei-huang/#years) - [Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models arXiv:2506.05176](https://md.research.elamur.ai/free/en/papers/zhang-2025-qwen3-embedding-advancing-text/) — Yanzhao Zhang, Mingxin Li, Dingkun Long, et al. · 2025 · 322 citations - [Qwen2.5-1M Technical Report arXiv:2501.15383](https://md.research.elamur.ai/free/en/papers/yang-2025-qwen2-5-1m-technical/) — An Yang, Bowen Yu, Chengyuan Li, et al. · 2025 · 102 citations **[WebWalker: Benchmarking LLMs in Web Traversal](https://md.research.elamur.ai/free/en/papers/wu-2025-webwalker-benchmarking-llms-web-traversal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jialong Wu, Wenbiao Yin, Yong Jiang, et al.*2025 · 72 citations* **[mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding](https://md.research.elamur.ai/free/en/papers/hu-2025-mplug-docowl2-high-resolution-compressing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Anwen Hu, Haiyang Xu, Liang Zhang, et al.*2025 · 62 citations* **[WebDancer: Towards Autonomous Information Seeking Agency](https://md.research.elamur.ai/free/en/papers/wu-2025-webdancer-towards-autonomous-information-seeking/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Jialong Wu, Baixuan Li, Runnan Fang, et al.*2025 · 50 citations* - [ZeroSearch: Incentivize the Search Capability of LLMs without Searching arXiv:2505.04588](https://md.research.elamur.ai/free/en/papers/sun-2025-zerosearch-incentivize-search-capability-llms/) — Hao Sun, Zile Qiao, Jiayan Guo, et al. · 2025 · 50 citations **[AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator](https://md.research.elamur.ai/free/en/papers/fan-2025-ai-hospital-benchmarking-large-language/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Zhihao Fan, Lai Wei, Jialong Tang, et al.*2025 · 36 citations* - [Qwen3Guard Technical Report arXiv:2510.14276](https://md.research.elamur.ai/free/en/papers/zhao-2025-qwen3guard-technical-report/) — Haiquan Zhao, Chenhan Yuan, Fei Huang, et al. · 2025 · 33 citations - [ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization arXiv:2509.13313](https://md.research.elamur.ai/free/en/papers/wu-2025-resum-unlocking-long-horizon-search/) — Xixi Wu, Kuan Li, Yida Zhao, et al. · 2025 · 26 citations **[VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2025-vrag-rl-empower-vision-perception/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Qiuchen Wang, Ruixue Ding, Yu Zeng, et al.*2025 · 23 citations* **[IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization](https://md.research.elamur.ai/free/en/papers/zhang-2025-iopo-empowering-llms-complex-instruction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xinghua Zhang, Haiyang Yu, Cheng Fu, et al.*2025 · 14 citations* **[OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking](https://md.research.elamur.ai/free/en/papers/xi-2025-omnithink-expanding-knowledge-boundaries-machine/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zekun Xi, Wenbiao Yin, Jizhan Fang, et al.*2025 · 14 citations* - [QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning arXiv:2505.17667](https://md.research.elamur.ai/free/en/papers/wan-2025-qwenlong-l1-long-context/) — Fanqi Wan, Weizhou Shen, Shengyi Liao, et al. · 2025 · 13 citations **[DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking](https://md.research.elamur.ai/free/en/papers/li-2025-deepsolution-boosting-complex-engineering-solution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhuoqun Li, Haiyang Yu, Xuanang Chen, et al.*2025 · 10 citations* - [QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management arXiv:2512.12967](https://md.research.elamur.ai/free/en/papers/shen-2025-qwenlong-l1-5-post/) — Weizhou Shen, Ziyi Yang, Chenliang Li, et al. · 2025 · 10 citations **[EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models](https://md.research.elamur.ai/free/en/papers/zou-2025-eifbench-extremely-complex-instruction-following/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tao Zou, Xinghua Zhang, Haiyang Yu, et al.*2025 · 5 citations*