Renbo Tu

PhD student, Computer Science, University of Toronto

Joined

May 2021

Names

Renbo Tu (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

****@cmu.edu (Confirmed)

****@mail.utoronto.ca (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Computer Science, University of Toronto (toronto.edu)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Gennady Pekhimenko

2022 – 2023

Expertise

Neural Operators

2023 – 2025

AutoML

2020 – 2025

Publications

DPQuant: Efficient and Private Model Training via Dynamic Quantization Scheduling
Yubo Gao, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
- ICLR 2026 Poster
- Readers: Everyone
LLMs Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
Bethmage Mayuka Jayawardhana, Renbo Tu, Samuel Dooley, Valeriia Cherepanova, Andrew Gordon Wilson, Frank Hutter, Colin White, Tom Goldstein, Micah Goldblum
- Submitted to ICLR 2025
- Readers: Everyone
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
Renbo Tu, Colin White, Jean Kossaifi, Boris Bonev, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar
- ICLR 2024 poster
- Readers: Everyone
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter
- Published: 17 Sept 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search
Renbo Tu, Mikhail Khodak, Nicholas Carl Roberts, Ameet Talwalkar
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search
Renbo Tu, Mikhail Khodak, Nicholas Carl Roberts, Nina Balcan, Ameet Talwalkar
- 08 Jun 2021 (modified: 26 May 2025)
- Submitted to NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Nina Balcan, Virginia Smith, Ameet Talwalkar
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

Co-Authors

View all 28 co-authors