Scholar
Weiyan Shi
Google Scholar ID: xj666rUAAAAJ
Northeastern University
Natural Language Processing
Persuasion
Dialogue systems
AI Safety
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
2,459
H-index
21
i10-index
31
Publications
20
Co-authors
20
list available
Contact
Email
we.shi@northeastern.edu
Twitter
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Publications
5 items
How to Interpret Agent Behavior
2026
Cited
0
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace
2026
Cited
0
Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training
2026
Cited
0
Assessing Risks of Large Language Models in Mental Health Support: A Framework for Automated Clinical AI Red Teaming
2026
Cited
0
Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents
2026
Cited
0
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
Co-authors
20 total
Zhou Yu
Columbia University
Jingwen Zhang
Associate Professor, Department of Communication, Department of Public Health Sciences, UCD
Diyi Yang
Stanford University
Ruoxi Jia
Assistant Professor, Virginia Tech
Yoo Jung (Erika) Oh
Michigan State University
Co-author 6
Yi Zeng
PhD Candidate, Virginia Tech
Saurav Sahay
Intel Labs
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