Weiyan Shi
Scholar

Weiyan Shi

Google Scholar ID: xj666rUAAAAJ
Northeastern University
Natural Language ProcessingPersuasionDialogue systemsAI Safety
Citations & Impact
All-time
Citations
2,459
 
H-index
21
 
i10-index
31
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Academic Achievements
  • - Publications:
  • - "Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity", NeurIPS 2025
  • - "LLMs Encode Harmfulness and Refusal Separately", NeurIPS 2025
  • - Awards/Honors:
  • - AI2050 Early Career Fellow
  • - MIT Tech Review 35 Innovators under 35, 2024
  • - Best Social Impact Paper, ACL 2024
  • - Outstanding Paper, ACL 2024
  • - Rising Stars in EECS, 2023
  • - Rising Stars in Machine Learning, 2022
  • - Best Paper Nomination, ACL 2019
  • - Dean's Distinguished PhD Fellowship
  • - Department Citation (top 1), UC Berkeley, 2016
  • - Speaker at Department Commencement (top 1), UC Berkeley, 2016
Research Experience
  • - Assistant Professor, ECE & CS, Northeastern University, Present
  • - Data Scientist, [24]7.ai, 2018
Education
  • - Ph.D. in Computer Science, Columbia University, 2023
  • - M.A. in Statistics, University of California, Berkeley, 2016
  • - B.S. in Mathematics, Remin University of China, 2015
  • - Postdoc, Stanford NLP, Stanford University, 2024
Background
  • - Research Interests: NLP, Human-AI Interaction, and AI safety
  • - Specific Research Focus: AI-driven persuasion, aiming to harness its societal benefits while mitigating its potential harm
Miscellany
  • - Personal interests and hobbies not mentioned