Xi Wu

Software Engineer, Google

Joined

October 2017

Names

Xi Wu

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

****@cs.wisc.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Software Engineer

Google (google.com)

2016 – Present

PhD student

University of Wisconsin, Madison (wisc.edu)

2011 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Jeffrey Naughton

2011 – 2016

PhD Advisor

Somesh Jha

2011 – 2016

Expertise

Trustworthy machine learning

Present

Publications

Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha
- ICML 2024 Poster
- Readers: Everyone
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection
Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha
- Submitted to ICLR 2024
- Readers: Everyone
Stratified Adversarial Robustness with Rejection
Jiefeng Chen, Jayaram Raghuram, Jihye Choi, Xi Wu, Yingyu Liang, Somesh Jha
- ICML 2023 Poster
- Readers: Everyone
Stratified Adversarial Robustness with Rejection
Jiefeng Chen, Jayaram Raghuram, Jihye Choi, Xi Wu, Yingyu Liang, Somesh Jha
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- ICML 2023
- Readers: Everyone
The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning
Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- ICLR 2023
- Readers: Everyone
Best of Both Worlds: Towards Adversarial Robustness with Transduction and Rejection
Nils Palumbo, Xi Wu, Yang Guo, Jiefeng Chen, Yingyu Liang, Somesh Jha
- Published: 05 Dec 2022, Last Modified: 05 May 2023
- MLSW2022
- Readers: Everyone
The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning
Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone
The Trade-off between Label Efficiency and Universality of Representations from Contrastive Learning
Zhenmei Shi, Jiefeng Chen, Kunyang Li, Jayaram Raghuram, Xi Wu, Yingyu Liang, Somesh Jha
- 26 May 2022 (modified: 05 May 2023)
- ICML 2022 Pre-training Workshop
- Readers: Everyone
Towards Evaluating the Robustness of Neural Networks Learned by Transduction
Jiefeng Chen, Xi Wu, Yang Guo, Yingyu Liang, Somesh Jha
- 2022 (modified: 25 Apr 2023)
- ICLR 2022
- Readers: Everyone
Revisiting Adversarial Robustness of Classifiers With a Reject Option
Jiefeng Chen, Jayaram Raghuram, Jihye Choi, Xi Wu, Yingyu Liang, Somesh Jha
- Published: 02 Dec 2021, Last Modified: 05 May 2023
- AAAI-22 AdvML Workshop Oral
- Readers: Everyone

View all 26 publications

Co-Authors

View all 26 co-authors