Yanyi Pu

Publications

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2026

How Much is a Human Right Worth? ECtHR-NPD: A Benchmark for Predicting Non-Pecuniary Damage Awards

Yanyi Pu, Damian A. Gonzalez-Salzberg, Zheng Yuan, and Nikolaos Aletras
EMNLP 2026 · Main Conference · Accepted
arXivPDFCodeData
A benchmark for predicting non-pecuniary damage awards from European Court of Human Rights case information, comparing feature-based, retrieval, language-model, and agentic approaches.
BibTeX
@misc{pu2026ecthrnpd,
  title = {How Much is a Human Right Worth? {ECtHR-NPD}: A Benchmark for Predicting Non-Pecuniary Damage Awards},
  author = {Pu, Yanyi and Gonzalez-Salzberg, Damian A. and Yuan, Zheng and Aletras, Nikolaos},
  year = {2026},
  eprint = {2609.18908},
  archivePrefix = {arXiv},
  primaryClass = {cs.CL},
  url = {https://arxiv.org/abs/2609.18908},
  note = {Accepted to the EMNLP 2026 Main Conference. Citation points to the available arXiv version.}
}

2023

Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks

Xiangjian Jiang* and Yanyi Pu*
* Equal contribution.
Temporal Graph Learning Workshop at NeurIPS 2023
arXivPDFSlides
An empirical study of how time granularity, model architecture, and negative sampling affect dynamic link prediction.
BibTeX
@misc{jiang2023timegranularity,
  title = {Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks},
  author = {Jiang, Xiangjian and Pu, Yanyi},
  year = {2023},
  eprint = {2311.12255},
  archivePrefix = {arXiv},
  primaryClass = {cs.LG},
  url = {https://arxiv.org/abs/2311.12255},
  note = {Presented at the Temporal Graph Learning Workshop at NeurIPS 2023. Xiangjian Jiang and Yanyi Pu contributed equally.}
}

2022

DSS: Drawing Dynamic Graphs with Spectral Sparsification

Amyra Meidiana, Seok-Hee Hong, Yanyi Pu, Justin Lee, Peter Eades, and Jinwook Seo
EuroVis 2022
PaperPDFDOI
Spectral sparsification methods and evaluation measures for visualising large dynamic graphs while retaining important structural changes.
BibTeX
@inproceedings{meidiana2022dss,
  title = {{DSS}: Drawing Dynamic Graphs with Spectral Sparsification},
  author = {Meidiana, Amyra and Hong, Seok-Hee and Pu, Yanyi and Lee, Justin and Eades, Peter and Seo, Jinwook},
  booktitle = {EuroVis 2022 - Short Papers},
  year = {2022},
  pages = {55--59},
  publisher = {The Eurographics Association},
  doi = {10.2312/evs.20221093},
  url = {https://doi.org/10.2312/evs.20221093}
}