Hi!πŸ˜„ I am Boyu Xiao, an incoming Master’s student at Peking University advised by Prof. Bin Cui, and currently a fourth-year undergraduate student at Harbin Institute of Technology. I was also a research intern at MDC, where I was fortunate to be advised by Prof. Hongzhi Wang and Prof. Zemin Chao.

I have previously worked on time series data query and mining, and I am now eager to pursue meaningful research in AI systems.

πŸ“– Educations

  • B.S. in Harbin Institute of Technology. 2022 - 2026 (expected).

  • M.S. in Peking University. 2026 - 2029 (expected).

πŸ”₯ News

πŸ“ Publications

2026

ACL (CCF-A)
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When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure

Boyu Xiao*, Xiuqi Tian*, Xuwen Song, Haochun Wang, Guanchun Song, Sendong Zhao, Bing Qin

Arxiv
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A New Lower Bounding Paradigm and Tighter Lower Bounds for Elastic Similarity Measures

Zemin Chao, Boyu Xiao, Zitong Li, Zhixin Qi, Xianglong Liu, Hongzhi Wang

Paper

ICDE (CCF-A)
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Scaling Subsequence Similarity Join Based on Dynamic Time Warping

Zemin Chao, Qiaoyi Zheng, Xingxing Xiao, Boyu Xiao, Zhixin Qi, Hongzhi Wang

2025

VLDBJ (CCF-A)
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Revisiting Data Analysis with Pre-trained Foundation Models

Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang

Paper

Arxiv
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Unieval: Unified holistic evaluation for unified multimodal understanding and generation

Yi Li, Haonan Wang, Qixiang Zhang, Boyu Xiao, Chenchang Hu, Hualiang Wang, Xiaomeng Li

Paper

πŸŽ– Honors and Awards

  • Heilongjiang Outstanding Undergraduate (Top 2%) (2025)
  • National Second Prize, National College Student Software Innovation Competition [Project] (2025)
  • National Scholarship (Top 2%) (2024)
  • National Second Prize, National College Student Intelligent Vehicle Competition, Baidu Smart Transportation Track [Project] (2024)