Scholar
Sameer Singh
Google Scholar ID: -hGZC54AAAAJ
Professor, UC Irvine | CTO, Spiffy AI
AI
Machine Learning
Natural Language Processing
LLMs
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
50,138
H-index
61
i10-index
142
Publications
20
Co-authors
168
list available
Contact
Email
sameer{AT}uci.edu
CV
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Twitter
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GitHub
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LinkedIn
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Publications
8 items
Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations
2026
Cited
0
Entropy-Aligned Decoding of LMs for Better Writing and Reasoning
arXiv.org · 2026
Cited
0
Parallel Token Prediction for Language Models
2025
Cited
0
Characterizing Mamba's Selective Memory using Auto-Encoders
2025
Cited
0
Leveraging In-Context Learning for Language Model Agents
2025
Cited
0
Semantic Probabilistic Control of Language Models
2025
Cited
0
TurtleBench: A Visual Programming Benchmark in Turtle Geometry
arXiv.org · 2024
Cited
1
Nudging: Inference-time Alignment of LLMs via Guided Decoding
2024
Cited
0
Resume (English only)
Academic Achievements
Recipient of the NSF CAREER Award
Selected as a DARPA Riser
Received the UCI ICS Mid-Career Excellence in Research Award
Awarded Hellman and Noyce Faculty Fellowships
His research group has received funding from AI2, Amazon, NSF, DARPA, Adobe Research, HPI, NEC, Base 11, and FICO
Published extensively in top ML and NLP venues
Paper awards at KDD 2016, ACL 2018, EMNLP 2019, AKBC 2020, and ACL 2020
Research Experience
Professor, University of California, Irvine, 2024–present
Associate Professor, University of California, Irvine, 2021–2024
Assistant Professor, University of California, Irvine, 2016–2021
Postdoctoral Researcher, University of Washington, 2013–2016
Cofounder/CTO, Spiffy AI, 2023–present
Allen Fellow, Allen Institute for AI, 2021–2023
Research Intern, Microsoft Research (Cambridge, UK), Summer 2012
Research Intern, Google Research (Mountain View, CA), Summer 2010
Research Intern, Yahoo! Labs (Sunnyvale, CA), Summer 2009
Research Intern, Google (Pittsburgh, PA), Summer and Fall 2007
Co-authors
168 total
Carlos Guestrin
Professor, Stanford University
Marco Tulio Ribeiro
Microsoft AI
Co-author 3
Eric Wallace
UC Berkeley
Co-author 5
Andrew McCallum
Distinguished Professor of Computer Science, University of Massachusetts Amherst
Yasaman Razeghi
University of California, Irvine
Dheeru Dua
University of California, Irvine
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