I am Haoyu Wang, currently a Ph.D. student at College of Computing and Data Science, Nanyang Technological University, Singapore, supervised by Prof. Bo An, and concurrently join the 2050 Research Lab at Skywork AI as an AI Researcher. I received my Bachelor degree of Computer Science and Technology from Beijing University of Posts and Telecommunications in June 2021. My research interest focus on Agentic RL, Multi-Agent System and their applications.
🔥 News
- 2025.04: 🎉🎉 Release LLMxMapReduce-V2 in arxiv and Github, an extremely-long article generation algorithm for survey writing. You could try it in SurveyGO!
📝 Publications
⌛️ 2025
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arxiv preprint LLM$\times$MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources Haoyu Wang, Yujia Fu, Zhu Zhang, Shuo Wang, Zirui Ren, Xiaorong Wang, Zhili Li, Chaoqun He, Bo An, Zhiyuan Liu, Maosong Sun
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ACL 2025 LLM$\times$MapReduce: An Effective Divide-and-Conquer Framework for Long-Sequence Processing Zihan Zhou, Chong Li, Xinyi Chen, Yu Chao, Shuo Wang, Zhili Li, Haoyu Wang, Rongqiao An, Qi Shi, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun
⌛️ 2024
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ACL 2024 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun
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CCL 2024 SpanCS: Span-Level Code-Switching for Cross-Lingual Program Synthesis Qingfu Zhu, Shiqi Zhou, Shuo Wang, Zhiming Zhang, Haoyu Wang, Qiguang Chen, Wanxiang Che
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arxiv preprint OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models Yang Liu, Meng Xu, Shuo Wang, Liner Yang, Haoyu Wang, Zhenghao Liu, Cunliang Kong, Yun Chen, Yang Liu, Maosong Sun, Erhong Yang
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WWW 2024(Oral) Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation Bo Yan, Yang Cao, Haoyu Wang, Wenchuan Yang, Junping Du, Chuan Shi
🎖 Honors and Awards
- 2025.05 Outstanding Graduate Award of Beijing University of Posts and Telecommunications
- 2024.12 National Scholarship (Undergraduate) (Top 1%).
📖 Educations
- 2025.08 - Present, Ph.D., College of Computing and Data Science, Nanyang Technological University, supervised by Prof. Bo An.
- 2021.09 - 2025.06, B.S, School of Computer Science and Technology (National Demonstration Software College), Beijing University of Posts and Telecommunications.
💻 Internships
- 2025.08 - Present, 2050 Research Lab, Skywork AI, Singapore.
- 2024.04 - 2025.05, ModelBest & OpenBMB, China.
- 2023.11 - 2024.04, THUNLP, Tsinghua University, China.
- 2023.03 - 2023.12, GAMMA Lab, BUPT, China.