Yi Sun

According to our database, Yi Sun authored at least 14 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Trustless Audits without Revealing Data or Models.

Suppakit Waiwitlikhit, Ion Stoica, Yi Sun, Tatsunori Hashimoto, Daniel Kang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Accelerating Aggregation Queries on Unstructured Streams of Data.

Matthew Russo, Tatsunori Hashimoto, Daniel Kang, Yi Sun, Matei Zaharia

Proc. VLDB Endow., 2023

2022

ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation.

Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun

CoRR, 2022

Scaling up Trustless DNN Inference with Zero-Knowledge Proofs.

Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun

CoRR, 2022

2021

Accelerating Approximate Aggregation Queries with Expensive Predicates.

Daniel Kang, John Guibas, Peter Bailis, Tatsunori Hashimoto, Yi Sun, Matei Zaharia

Proc. VLDB Endow., 2021

Proof: Accelerating Approximate Aggregation Queries with Expensive Predicates.

Daniel Kang, John Guibas, Peter Bailis, Tatsunori Hashimoto, Yi Sun, Matei Zaharia

CoRR, 2021

Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM.

Zhou Fan, Roy R. Lederman, Yi Sun, Tianhao Wang, Sheng Xu

CoRR, 2021

How Data Augmentation affects Optimization for Linear Regression.

Boris Hanin, Yi Sun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Data augmentation as stochastic optimization.

Boris Hanin, Yi Sun

CoRR, 2020

2019

Testing Robustness Against Unforeseen Adversaries.

Daniel Kang, Yi Sun, Dan Hendrycks, Tom Brown, Jacob Steinhardt

CoRR, 2019

Transfer of Adversarial Robustness Between Perturbation Types.

Daniel Kang, Yi Sun, Tom Brown, Dan Hendrycks, Jacob Steinhardt

CoRR, 2019

2015

From random walks to distances on unweighted graphs.

Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Metric recovery from directed unweighted graphs.

Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2011

Axiomatic attribution for multilinear functions.

Yi Sun, Mukund Sundararajan

Proceedings of the Proceedings 12th ACM Conference on Electronic Commerce (EC-2011), 2011