Ning Yang

PhD student, Cyberspace Security Institute, Shanghai Jiaotong University

Joined

October 2022

Names

Ning Yang (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

PhD student

Cyberspace Security Institute, Shanghai Jiaotong University (sjtu.edu.cn)

2021 – 2026

Undergrad student

Zhiyuan Honor Computer, Shanghai Jiaotong University (sjtu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Li Jiang

2021 – 2026

PhD Advisor

Fangxin Liu

2021 – 2021

Expertise

Model Compression

2021 – 2026

Deep Compression

2021 – 2026

Publications

Rethinking Variable-Length Encoding: Exploiting Bit Sparsity for Parallel Decoding in LLM Accelerators
Ning Yang, Fangxin Liu, Junjie Wang, Chenyang Guan, Zongwu Wang, Junping Zhao, Li Jiang, Haibing Guan
- ACM Transactions on Architecture and Code Optimization
- Readers: Everyone
ASTER: Adaptive Dynamic Layer-Skipping for Efficient Transformer Inference via Markov Decision Process
Fangxin Liu, Junjie Wang, Ning Yang, Zongwu Wang, Junping Zhao, Li Jiang, Haibing Guan
- Crossref
- Readers: Everyone
FATE: Boosting the Performance of Hyper-Dimensional Computing Intelligence with Flexible Numerical DAta TypE
Haomin Li, Fangxin Liu, Yichi Chen, Zongwu Wang, Shiyuan Huang, Ning Yang, Dongxu Lyu, Li Jiang
- Crossref
- Readers: Everyone
Attack and Defense: Enhancing Robustness of Binary Hyper-Dimensional Computing
Haomin Li, Fangxin Liu, Zongwu Wang, Ning Yang, Shiyuan Huang, Xiaoyao Liang, Haibing Guan, Li Jiang
- ACM Transactions on Architecture and Code Optimization
- Readers: Everyone
NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks
Haomin Li, Fangxin Liu, Zewen Sun, Zongwu Wang, Shiyuan Huang, Ning Yang, Li Jiang
- Crossref
- Readers: Everyone
EOS: An Energy-Oriented Attack Framework for Spiking Neural Networks
Ning Yang, Fangxin Liu, Zongwu Wang, Haomin Li, Zhuoran Song, Songwen Pei, Li Jiang
- Crossref
- Readers: Everyone
SearchQ: Search-Based Fine-Grained Quantization for Data-Free Model Compression
Ning Yang, Fangxin Liu, Zongwu Wang, Junping Zhao, Li Jiang
- IEEE Transactions on Circuits and Systems for Artificial Intelligence
- Readers: Everyone
STCO: Enhancing Training Efficiency via Structured Sparse Tensor Compilation Optimization
Shiyuan Huang, fangxin liu, Tian Li, Zongwu Wang, Ning Yang, Haomin Li, Li Jiang
- ACM Transactions on Design Automation of Electronic Systems
- Readers: Everyone
SpMMPlu-Pro: An Enhanced Compiler Plug-In for Efficient SpMM and Sparsity Propagation Algorithm
Shiyuan Huang, Fangxin Liu, Tao Yang, Zongwu Wang, Ning Yang, Li Jiang
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
- Readers: Everyone

Ning Yang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors