Cameron R. Wolfe

Joined

February 2021

Names

Cameron R. Wolfe (Preferred)

Emails

****@rice.edu (Confirmed)

,

****@rice.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Rice University (rice.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Anastasios Kyrillidis

2020 – Present

Expertise

Deep Learning

Present

Quantum Computing

Present

Optimization

Present

Publications

How Much Pre-training Is Enough to Discover a Good Subnetwork?
Cameron R. Wolfe, Fangshuo Liao, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis
- Accepted by TMLR
- Readers: Everyone
GIST: Distributed Training for Large-Scale Graph Convolutional Networks
Cameron R. Wolfe, Jingkang Yang, Fangshuo Liao, Arindam Chowdhury, Chen Dun, Artun Bayer, Santiago Segarra, Anastasios Kyrillidis
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- NeurIPS 2022 GLFrontiers Workshop
- Readers: Everyone
ResIST: Layer-Wise Decomposition of ResNets for Distributed Training
Chen Dun, Cameron R. Wolfe, Chris Jermaine, Anastasios Kyrillidis
- Published: 20 May 2022, Last Modified: 05 May 2023
- UAI 2022 Poster
- Readers: Everyone
PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication
Cheng Wan, Youjie Li, Cameron R. Wolfe, Anastasios Kyrillidis, Nam Sung Kim, Yingyan Lin
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
How much pre-training is enough to discover a good subnetwork?
Cameron R. Wolfe, Qihan Wang, Junhyung Lyle Kim, Anastasios Kyrillidis
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
GIST: Distributed Training for Large-Scale Graph Convolutional Networks
Cameron R. Wolfe, Jingkang Yang, Arindam Chowdhury, Chen Dun, Artun Bayer, Santiago Segarra, Anastasios Kyrillidis
- 2021 (modified: 22 Sept 2023)
- CoRR 2021
- Readers: Everyone
Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
- 2019 (modified: 04 Nov 2022)
- CoRR 2019
- Readers: Everyone
Data Augmentation for Deep Transfer Learning
Cameron R. Wolfe, Keld T. Lundgaard
- 2019 (modified: 13 May 2023)
- CoRR 2019
- Readers: Everyone
Functional generative design of mechanisms with recurrent neural networks and novelty search
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
- 2019 (modified: 04 Nov 2022)
- GECCO 2019
- Readers: Everyone

Co-Authors