Research

Mind2Web 2BioCLIP 2Lane-Level Localization of…
Every paper as a constellation: its authors in order, threaded through me. Brighter stars are co-authors on more than one paper. Hover a line or star for names.

Publications

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su

NeurIPS 2025 Datasets and Benchmarks Track, 2025DOI
BibTeX
@inproceedings{gou2025mind2web2,
  title     = {Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge},
  author    = {Gou, Boyu and Huang, Zanming and Ning, Yuting and Gu, Yu and Lin, Michael and Qi, Weijian and Kopanev, Andrei and Yu, Botao and Guti{\'e}rrez, Bernal Jim{\'e}nez and Shu, Yiheng and Song, Chan Hee and Wu, Jiaman and Chen, Shijie and Moussa, Hanane Nour and Zhang, Tianshu and Xie, Jian and Li, Yifei and Xue, Tianci and Liao, Zeyi and Zhang, Kai and Zheng, Boyuan and Cai, Zhaowei and Rozgic, Viktor and Ziyadi, Morteza and Sun, Huan and Su, Yu},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track},
  year      = {2025},
  doi       = {10.48550/ARXIV.2506.21506},
  url       = {https://arxiv.org/abs/2506.21506}
}

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

Jianyang Gu, Samuel Stevens, Elizabeth G. Campolongo, Matthew J. Thompson, Net Zhang, Jiaman Wu, Andrei Kopanev, Zheda Mai, Alexander E. White, James Balhoff, Wasila Dahdul, Daniel Rubenstein, Hilmar Lapp, Tanya Berger-Wolf, Wei-Lun Chao, Yu Su

NeurIPS 2025 (Spotlight), 2025DOI
BibTeX
@inproceedings{gu2025bioclip2,
  title     = {BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning},
  author    = {Gu, Jianyang and Stevens, Samuel and Campolongo, Elizabeth G and Thompson, Matthew J and Zhang, Net and Wu, Jiaman and Kopanev, Andrei and Mai, Zheda and White, Alexander E. and Balhoff, James and Dahdul, Wasila and Rubenstein, Daniel and Lapp, Hilmar and Berger-Wolf, Tanya and Chao, Wei-Lun and Su, Yu},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year      = {2025},
  doi       = {10.48550/ARXIV.2505.23883},
  url       = {https://arxiv.org/abs/2505.23883}
}

Lane-Level Localization of Vehicle in GPS-Denied Environment

Nur Uddin Javed, Russell Zhu, Andrei Kopanev, Shengzhe Tan, Qadeer Ahmed

IEEE/ION PLANS 2025, 2025DOI
BibTeX
@inproceedings{javed2025lanelevel,
  title     = {Lane-Level Localization of Vehicle in GPS-Denied Environment},
  author    = {Javed, Nur Uddin and Zhu, Russell and Kopanev, Andrei and Tan, Shengzhe and Ahmed, Qadeer},
  booktitle = {2025 IEEE/ION Position, Location and Navigation Symposium (PLANS)},
  pages     = {1467--1478},
  year      = {2025},
  doi       = {10.1109/PLANS61210.2025.11028441}
}

Service

Reviewer, MTI Workshop on Multi-Turn Interactions in LLMs @ NeurIPS

2025
  • Reviewed three submissions focused on large language model memory and multi-turn interaction.

Teaching

Undergraduate Teaching Assistant

Aug 2023 – Dec 2023

OSU - Intro to C++, Columbus, OH, USA

  • Graded assignments and labs, and held office hours to support student learning.
  • Helped students debug code and understand core programming concepts; received positive feedback from attendees.