James Y. Huang
Scholar

James Y. Huang

Google Scholar ID: 8-4RhoQAAAAJ
University of Southern California
Natural Language ProcessingMachine Learning
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Citations & Impact
All-time
Citations
494
 
H-index
11
 
i10-index
11
 
Publications
15
 
Co-authors
8
list available
Contact
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Publications
5 items
Be My Eyes: Extending Large Language Models to New Modalities Through Multi-Agent Collaboration
2025
Cited
0
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas
2025
Cited
0
MetaScale: Test-Time Scaling with Evolving Meta-Thoughts
2025
Cited
0
Offset Unlearning for Large Language Models
arXiv.org · 2024
Cited
14
DeAL: Decoding-time Alignment for Large Language Models
Annual Meeting of the Association for Computational Linguistics · 2024
Cited
37
Resume (English only)
Background
  • Research interests: natural language processing and machine learning, with a focus on robustness and controllability of LLMs and VLMs.
Co-authors
8 total
Muhao Chen
Muhao Chen
Assistant Professor of Computer Science, University of California, Davis
Sheng Zhang
Sheng Zhang
Microsoft Research
Hoifung Poon
Hoifung Poon
General Manager, Microsoft Health Futures
Co-author 4
Co-author 4
Dan Roth
Dan Roth
Professor of Computer Science, University of Pennsylvania
Kai-Wei Chang
Kai-Wei Chang
Associate Professor, UCLA
Katrin Kirchhoff
Katrin Kirchhoff
Oracle
Dong Yu (俞栋)
Dong Yu (俞栋)
Distinguished Scientist @ Tencent AI Lab, ACM/IEEE/ISCA Fellow