publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. ICML (Oral)
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    OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
    Shaobo Wang*, Xuan Ouyang*, Tianyi Xu*, Yuzheng Hu, Jialin Liu, Guo Chen, Tianyu Zhang, Junhao Zheng, Kexin Yang, Xingzhang Ren, Dayiheng Liu, and Linfeng Zhang
    In International Conference on Machine Learning (ICML), May 2026
    Oral arXiv Blog
  2. arXiv
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    EvoPool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision
    Tianyi Xu, Yaolun Zhang, Xuan Ouyang, and Huazheng Wang
    Jun 2026
    Under review
    arXiv
  3. arXiv
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    EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
    Yaolun Zhang*, Tianyi Xu*, Shengyu Dai, Zhenwen Shao, Qingyun Wu, and Huazheng Wang
    Apr 2026
    Under review
    arXiv
  4. Preprint
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    Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction
    Tianyi Xu, Shrinaath Narasimhan, Evan Gorstein, Santiago Perea, Yunyi Shen, and Claudia Solís-Lemus
    Mar 2026
    Under review
  5. Preprint
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    MAST: Label-Efficient, Robust, and Generalizable Sound Detection for Biodiversity Monitoring via Masked Audio Pretraining and Self-Training
    Tianyi Xu, Daniel L. Pimentel-Alarcón, Zuzana Buřivalová, and Claudia Solís-Lemus
    Mar 2026
    Under review
  6. arXiv
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    SITA: Learning Speaker-Invariant and Tone-Aware Speech Representations for Low-Resource Tonal Languages
    Tianyi Xu*, Xuan Ouyang*, Binwei Yao, Shoua Xiong, Sara Misurelli, Maichou Lor, and Junjie Hu
    Feb 2026
    Under review
    arXiv

2025

  1. SSRN
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    Combined effects of methyl bromide and soil amendments on soil bacterial and fungal communities in turfgrass
    Tianyi Xu*, Salma Mukhtar*, Evan Gorstein, Claudia Solís-Lemus, Ming Yi Chou, and Paul Koch
    Oct 2025
    Under review
    HTML
  2. Rhizosphere
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    Stem rot affects the structure of rhizosphere microbiome in berseem clover (Trifolium alexandrinum)
    Salma Mukhtar, Zain Ahmad, Noor Khan, Tianyi Xu, and Dalaq Aiysha
    Rhizosphere, Apr 2025
    DOI