Tianchan Guan

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 16

Top Topics

Highly Optimized

Matrix Multiplication

Top Venues

Publications

Yanhong Wang, Tianchan Guan, Dimin Niu, Qiaosha Zou, Hongzhong Zheng, C.-J. Richard Shi, Yuan Xie
Accelerating Distributed GNN Training by Codes. IEEE Trans. Parallel Distributed Syst. 34 (9) (2023)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
Accelerating CPU-Based Sparse General Matrix Multiplication With Binary Row Merging. IEEE Access 10 (2022)
Haozhe Zhu, Bo Jiao, Jinshan Zhang, Xinru Jia, Yunzhengmao Wang, Tianchan Guan, Shengcheng Wang, Dimin Niu, Hongzhong Zheng, Chixiao Chen, Mingyu Wang, Lihua Zhang, Xiaoyang Zeng, Qi Liu, Yuan Xie, Ming Liu
COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning. ISSCC (2022)
Shuangchen Li, Dimin Niu, Yuhao Wang, Wei Han, Zhe Zhang, Tianchan Guan, Yijin Guan, Heng Liu, Linyong Huang, Zhaoyang Du, Fei Xue, Yuanwei Fang, Hongzhong Zheng, Yuan Xie
Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network. ISCA (2022)
Xingchen Li, Bingzhe Wu, Guangyu Sun, Zhe Zhang, Zhihang Yuan, Runsheng Wang, Ru Huang, Dimin Niu, Hongzhong Zheng, Zhichao Lu, Liang Zhao, Meng-Fan Marvin Chang, Tianchan Guan, Xin Si
Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network. HPCA (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
OpSparse: a Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs. CoRR (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
Accelerating CPU-based Sparse General Matrix Multiplication with Binary Row Merging. CoRR (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
OpSparse: A Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs. IEEE Access 10 (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio. CoRR (2022)
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio. ICPADS (2022)
Dimin Niu, Shuangchen Li, Yuhao Wang, Wei Han, Zhe Zhang, Yijin Guan, Tianchan Guan, Fei Sun, Fei Xue, Lide Duan, Yuanwei Fang, Hongzhong Zheng, Xiping Jiang, Song Wang, Fengguo Zuo, Yubing Wang, Bing Yu, Qiwei Ren, Yuan Xie
3D Logic-to-DRAM Hybrid Bonding with Process-Near-Memory Engine for Recommendation System. ISSCC (2022)
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
Recursive Synaptic Bit Reuse: An Efficient Way to Increase Memory Capacity in Associative Memory. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Tianchan Guan, Peiye Liu, Xiaoyang Zeng, Martha A. Kim, Mingoo Seok
Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2019)
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
Extending memory capacity of neural associative memory based on recursive synaptic bit reuse. DATE (2017)
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement. CoRR (2017)
Tianchan Guan, Xiaoyang Zeng, Letian Huang, Tianchan Guan, Mingoo Seok
Neural network based seizure detection system using raw EEG data. ISOCC (2016)
Tianchan Guan, Jun Han, Xiaoyang Zeng
Exploration for energy-efficient ECC decoder of WBAN. ASICON (2015)
Tianchan Guan, Jun Han, Xiaoyang Zeng
Highly flexible WBAN transmit-receive system based on USRP. ASICON (2013)