Lizhi Xiang

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Low Rank Matrices

Graphics Processing Units

Matrix Factorization

Top Venues

ACM Trans. Design Autom. Electr. Syst.

Publications

Binghan Cui, Han Wang, Renlong Li, Lizhi Xiang, Jiannan Du, Huaian Zhao, Sai Li, Xinyue Zhao, Geping Yin, Xinqun Cheng, Yulin Ma, Hua Huo, Pengjian Zuo, Guokang Han, Chunyu Du
Long-sequence voltage series forecasting for internal short circuit early detection of lithium-ion batteries. Patterns 4 (6) (2023)
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. PPoPP (2023)
Dwaipayan Choudhury, Lizhi Xiang, Aravind Sukumaran-Rajam, Anantharaman Kalyanaraman, Partha Pratim Pande
Accelerating Graph Computations on 3D NoC-Enabled PIM Architectures. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. CoRR (2023)
Lizhi Xiang, Arif M. Khan, S. M. Ferdous, Sr Aravind, Mahantesh Halappanavar
cuAlign: Scalable Network Alignment on GPU Accelerators. SC Workshops (2023)
Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. AAAI (2023)
Lizhi Xiang, Miao Yin, Chengming Zhang, Aravind Sukumaran-Rajam, P. Sadayappan, Bo Yuan, Dingwen Tao
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition. CoRR (2022)
Lizhi Xiang, P. Sadayappan, Aravind Sukumaran-Rajam
High-Performance Architecture Aware Sparse Convolutional Neural Networks for GPUs. PACT (2022)
Lizhi Xiang, Arif Khan, Edoardo Serra, Mahantesh Halappanavar, Aravind Sukumaran-Rajam
cuTS: scaling subgraph isomorphism on distributed multi-GPU systems using trie based data structure. SC (2021)