Tiancong Chen

PhD student, computer science, University of Minnesota, Minneapolis

Joined

May 2021

Names

Tiancong Chen (Preferred)

Emails

****@umn.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

computer science, University of Minnesota, Minneapolis (umn.edu)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Robustness

2021 – Present

Deep learning theory

2019 – Present

Publications

DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models
Hengkang Wang, Xu Zhang, Taihui Li, Yuxiang Wan, Tiancong Chen, Ju Sun
- NeurIPS 2024 poster
- Readers: Everyone
Early Stopping for Deep Image Prior
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
- Accepted by TMLR
- Readers: Everyone
Early Stopping for Deep Image Prior
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
- 28 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Early Stopping for Deep Image Prior
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- 2022 (modified: 06 Nov 2022)
- ICML 2022
- Readers: Everyone
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- 2022 (modified: 06 Nov 2022)
- CoRR 2022
- Readers: Everyone
Stability based Generalization Bounds for Exponential Family Langevin Dynamics
Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Early Stopping for Deep Image Prior
Hengkang Wang, Taihui Li, Zhong Zhuang, Tiancong Chen, Hengyue Liang, Ju Sun
- 2021 (modified: 06 Nov 2022)
- CoRR 2021
- Readers: Everyone
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors
Arindam Banerjee, Tiancong Chen, Yingxue Zhou
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong
- 2020 (modified: 06 Nov 2022)
- NeurIPS 2020
- Readers: Everyone

View all 13 publications