Long Phan

Selected Research [Google Scholar]

• Humanity's Last Exam
  Long Phan, Alice Gatti, Ziwen Han, Nathaniel Li, Josephina Hu, Hugh Zhang, { with 700+ co-authors } (see full list),
  Summer Yue, Alexandr Wang, Dan Hendrycks
  [NYTimes ]
• Improving Alignment and Robustness with Circuit Breakers
  Andy Zou, Long Phan, Justin Wang, Derek Duenas, Maxwell Lin, Maksym Andriushchenko, Rowan Wang, Zico Kolter, Matt Fredrikson, Dan Hendrycks
  [ Code | Site]
• HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
  Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Ellie Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David Forsyth, Dan Hendrycks
  [ Code | Site]
• Representation Engineering: A Top-Down Approach to AI Transparency
  Andy Zou, Long Phan, Sarah Chen, James Campbell, Phillip Guo, Richard Ren, Alexander Pan, Xuwang Yin, Mantas Mazeika, Ann-Kathrin Dombrowski, Shashwat Goel, Nathaniel Li, Michael J. Byun, Zifan Wang, Alex Mallen, Steven Basart, Sanmi Koyejo, Dawn Song, Matt Fredrikson, Zico Kolter, Dan Hendrycks
  [ Code | Demo | Fox News]
• 🌸 Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation EACL 2023
  { Long Phan, Tai Dang, Hieu Tran, TH Trieu }, Vy Phan, Lam Chau, Minh-Thang Luong
  [ Code ]
• 🌸 MTet: Multi-domain Translation for English and Vietnamese
  { Chinh Ngo, TH Trieu, Long Phan, Hieu Tran }, Hieu Nguyen Minh-Thang Luong
  [ Code | Blog ]
• 🤗 BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
  Teven Le Scao, Angela Fan, Christopher Akiki, ... , Long Phan, ... , Thomas Wolf
  [ Code ]
• ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation NAACL SRW 2022
  Long Phan, Tai Dang, Hieu Tran, Hieu Nguyen, TH Trieu
  [ Code | Blog ]
• CoTexT: Multi-task Learning with Code-Text Transformer ACL NLP4Prog 2021
  Long Phan, Hieu Tran, Daniel Le, Hieu Nguyen, James Anibal, Alec Peltekian, Yanfang Ye
  [ Code ]
• HAL-X: Scalable hierarchical clustering for rapid and tunable single-cell analysis PLOS Computational Biology
  James Anibal, Alexandre G. Day, Erol Bahadroglu, Liam O'Neil, Long Phan, Alec Peltekian, Amir Erez, Mariana Kaplan, Grégoire Altan-Bonnet, Pankaj Mehta
• Scifive: a text-to-text transformer model for biomedical literature arXiv preprint
  Long Phan, James Anibal, Hieu Tran, Shaurya Chanana, Erol Bahadroglu, Alec Peltekian, Grégoire Altan-Bonnet
  [ Code ]