Tianyun Zhang

Assistant Professor, Computer Science, Cleveland State University

Joined

February 2018

Names

Tianyun Zhang

Emails

****@syr.edu (Confirmed)

****@csuohio.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Assistant Professor

Computer Science, Cleveland State University (csuohio.edu)

2021 – Present

PhD student

Electrical Engineering and Computer Science, Syracuse University (syr.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Makan Fardad

2016 – 2021

Expertise

Deep learning

2017 – Present

Convex optimization

2017 – Present

Publications

Graph sparsification with graph convolutional networks
Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani
- 2022 (modified: 15 Nov 2022)
- Int. J. Data Sci. Anal. 2022
- Readers: Everyone
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs
Tianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang, Sijia Liu, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang
- 2022 (modified: 15 Nov 2022)
- IEEE Trans. Neural Networks Learn. Syst. 2022
- Readers: Everyone
AdverSparse: An Adversarial Attack Framework for Deep Spatial-Temporal Graph Neural Networks
Jiayu Li, Tianyun Zhang, Shengmin Jin, Makan Fardad, Reza Zafarani
- 2022 (modified: 15 Nov 2022)
- ICASSP 2022
- Readers: Everyone
BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning
Xiaolong Ma, Geng Yuan, Zhengang Li, Yifan Gong, Tianyun Zhang, Wei Niu, Zheng Zhan, Pu Zhao, Ning Liu, Jian Tang, Xue Lin, Bin Ren, Yanzhi Wang
- 2022 (modified: 15 Nov 2022)
- ISQED 2022
- Readers: Everyone
Adversarial Attack Generation Empowered by Min-Max Optimization
Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David R. Kaeli, Bin Ren, Xue Lin, Yanzhi Wang
- 2021 (modified: 15 Nov 2022)
- ICCV 2021
- Readers: Everyone
A Unified DNN Weight Pruning Framework Using Reweighted Optimization Methods
Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Caiwen Ding, Makan Fardad, Yanzhi Wang
- 2021 (modified: 15 Nov 2022)
- DAC 2021
- Readers: Everyone
Towards AQFP-Capable Physical Design Automation
Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin
- 2021 (modified: 15 Nov 2022)
- DATE 2021
- Readers: Everyone
Adversarial Attack Generation Empowered by Min-Max Optimization
Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li
- 2021 (modified: 15 Nov 2022)
- NeurIPS 2021
- Readers: Everyone
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Bingbing Li, Zhenglun Kong, Tianyun Zhang, Ji Li, Zhengang Li, Hang Liu, Caiwen Ding
- 2020 (modified: 15 Nov 2022)
- EMNLP (Findings) 2020
- Readers: Everyone

View all 19 publications

Co-Authors

View all 57 co-authors