Zhen Huang
Scholar

Zhen Huang

Google Scholar ID: NMUkhPoAAAAJ
Fudan University <- Soochow University
Large Language ModelsNatural Language Processing
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
583
 
H-index
7
 
i10-index
7
 
Publications
8
 
Co-authors
0
 
Contact
Emailbenjamin.z.huang.02@gmail.comTwitterOpen ↗GitHubOpen ↗
Publications
3 items
DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data
2026
Cited
0
Diagnosing and Mitigating Context Rot in Long-horizon Search
2026
Cited
0
Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training
2026
Cited
0
Resume
Academic Achievements
  • - Publications:
  • - LIMO: Less is More for Reasoning, COLM 2025
  • - OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI, NeurIPS 2024
  • - OlympicArena Medal Ranks: Who Is the Most Intelligent AI So Far?, arXiv preprint. 2024
  • - Sequential Recommendation with Diffusion Models, arXiv preprint. 2023
  • - Projects:
  • - O1 Journey
  • - O1 Replication Journey – Part 3: Inference-time Scaling for Medical Reasoning, arXiv preprint. 2025
  • - O1 Replication Journey – Part 2: Surpassing O1-preview through Simple Distillation (Big Progress or Bitter Lesson?), arXiv preprint. 2024
  • - O1 Replication Journey: A Strategic Progress Report – Part 1, arXiv preprint. 2024
Research Experience
  • - Ph.D. Student, Fudan University, Advisors: Pengfei Liu (primary advisor, GAIR Lab @ SJTU), Xipeng Qiu (FudanNLP @ FDU)
  • - Conducted research on data mining and recommender systems during undergraduate studies
Education
  • - 2021.09 - 2025.07: B.Eng. in Software Engineering, Soochow University, Suzhou, China
  • - GPA: 4.0/4.0, Ranking: 1/95
  • - Advisor: Pengpeng Zhao
  • - Lab: ADALab, founded by Prof. Xiaofang Zhou (current head of the Computer Science department at HKUST)
Background
  • - Research Interests: Artificial Intelligence, particularly in Natural Language Processing, Large Language Models, and Generative AI.
  • - Brief Introduction: First-year Ph.D. student at Fudan University, focusing on enhancing the reasoning capabilities of large language (vision) models, their reliable evaluation, and potential applications in scientific domains.
Miscellany
  • Personal interests not provided