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2020 – today
- 2023
[j5]Yanhong Wang
, Tianchan Guan, Dimin Niu, Qiaosha Zou, Hongzhong Zheng, Chuanjin Richard Shi, Yuan Xie:
Accelerating Distributed GNN Training by Codes. IEEE Trans. Parallel Distributed Syst. 34(9): 2598-2614 (2023)- 2022
- [j4]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: 79237-79248 (2022) - [j3]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: 85960-85974 (2022) - [c10]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: 1043-1055 - [c9]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: 483-490 - [c8]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: 946-961 - [c7]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:
184QPS/W 64Mb/mm23D Logic-to-DRAM Hybrid Bonding with Process-Near-Memory Engine for Recommendation System. ISSCC 2022: 1-3 - [c6]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: 1-3 - [i4]Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie:
Accelerating CPU-based Sparse General Matrix Multiplication with Binary Row Merging. CoRR abs/2206.06611 (2022) - [i3]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 abs/2206.07244 (2022) - [i2]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 abs/2207.13848 (2022)
2010 – 2019
- 2019
- [j2]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. 66-I(7): 2593-2605 (2019) - [j1]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): 757-768 (2019) - 2017
- [c5]Tianchan Guan, Xiaoyang Zeng, Mingoo Seok:
Extending memory capacity of neural associative memory based on recursive synaptic bit reuse. DATE 2017: 1603-1606 - [i1]Tianchan Guan, Xiaoyang Zeng, Mingoo Seok:
Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement. CoRR abs/1709.05306 (2017) - 2016
- [c4]Tianchan Guan, Xiaoyang Zeng, Letian Huang, Tianchan Guan, Mingoo Seok:
Neural network based seizure detection system using raw EEG data. ISOCC 2016: 211-212 - [c3]Tianchan Guan, Xiaoyang Zeng, Letian Huang, Tianchan Guan, Mingoo Seok:
Neural network based seizure detection system using raw EEG data. ISOCC 2016: 211-212 - 2015
- [c2]Tianchan Guan, Jun Han, Xiaoyang Zeng:
Exploration for energy-efficient ECC decoder of WBAN. ASICON 2015: 1-4 - 2013
- [c1]Tianchan Guan, Jun Han, Xiaoyang Zeng:
Highly flexible WBAN transmit-receive system based on USRP. ASICON 2013: 1-4
Coauthor Index
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