Ce Zhang

Associate Professor, University of Chicago

Joined

February 2018

Names

Ce Zhang

Emails

****@inf.ethz.ch (Confirmed)

****@uchicago.edu (Confirmed)

Personal Links

DBLP

Career & Education History

Associate Professor

University of Chicago (uchicago.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

xFraud: explainable fraud transaction detection
Xi Susie Rao, Shuai Zhang, Zhichao Han, Zitao Zhang, Ce Zhang
- 19 Dec 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
High-throughput Generative Inference of Large Language Models with a Single GPU
Ying Sheng, Lianmin Zheng, Binhang Yuan, Zhuohan Li, Max Ryabinin, Beidi Chen, Percy Liang, Christopher Re, Ion Stoica, Ce Zhang
- 19 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving Vertical Federated Learning by Efficient Communication with ADMM
Chulin Xie, Pin-Yu Chen, Ce Zhang, Bo Li
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone
FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization
Zhen WANG, Weirui Kuang, Ce Zhang, Bolin Ding, Yaliang Li
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Contrastive Learning for Unsupervised Domain Adaptation of Time Series
Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks
Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
- Published: 24 Nov 2022, Last Modified: 08 Feb 2026
- LoG 2022 Poster
- Readers: Everyone
CARE: Certifiably Robust Learning with Reasoning via Variational Inference
Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li
- 24 Aug 2022 (modified: 04 Aug 2025)
- SaTML 2023
- Readers: Everyone
Certifying Some Distributional Fairness with Subpopulation Decomposition
Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Decentralized Training of Foundation Models in Heterogeneous Environments
Binhang Yuan, Yongjun He, Jared Quincy Davis, Tianyi Zhang, Tri Dao, Beidi Chen, Percy Liang, Christopher Re, Ce Zhang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees
Jue WANG, Binhang Yuan, Luka Rimanic, Yongjun He, Tri Dao, Beidi Chen, Christopher Re, Ce Zhang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

View all 40 publications

Co-Authors

View all 125 co-authors