Tianjian Huang

Joined

August 2020

Names

Tianjian Huang (Preferred)

Emails

****@usc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Southern California (usc.edu)

2018 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Optimal Differentially Private Model Training with Public Data
Andrew Lowy, Zeman Li, Tianjian Huang, Meisam Razaviyayn
- ICML 2024 Poster
- Readers: Everyone
Robustness through Data Augmentation Loss Consistency
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
- AdvML-Frontiers 2023
- Readers: Everyone
Robustness through Data Augmentation Loss Consistency
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
- Accepted by TMLR
- Readers: Everyone
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions
Daniel Lundström, Tianjian Huang, Meisam Razaviyayn
- 2022 (modified: 17 Apr 2023)
- ICML 2022
- Readers: Everyone
DAIR: Data Augmented Invariant Regularization
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Alternating Direction Method of Multipliers for Quantization
Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- AISTATS 2021
- Readers: Everyone
A decentralized adaptive momentum method for solving a class of min-max optimization problems
Babak Barazandeh, Tianjian Huang, George Michailidis
- Published: 01 Jan 2021, Last Modified: 15 May 2023
- Signal Process. 2021
- Readers: Everyone
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances
Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- IEEE Signal Process. Mag. 2020
- Readers: Everyone
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods
Maher Nouiehed, Maziar Sanjabi, Tianjian Huang, Jason D. Lee, Meisam Razaviyayn
- 2019 (modified: 07 Oct 2024)
- NeurIPS 2019
- Readers: Everyone

Co-Authors