Tianchan Guan

21 papers A* 2A 1B 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
CTXNL: A Software-Hardware Co-designed Solution for Efficient CXL-Based Transaction Processing.
ASPLOS (2)
Zhao Wang, Yiqi Chen, Cong Li, Yijin Guan, Dimin Niu, Tianchan Guan, Zhaoyang Du, Xingda Wei, Guangyu Sun
2025 J jnl
Enabling Efficient Transaction Processing on CXL-Based Memory Sharing.
CoRR
Zhao Wang, Yiqi Chen, Cong Li, Dimin Niu, Tianchan Guan, Zhaoyang Du, Xingda Wei, Guangyu Sun
2025 J jnl
MemTunnel: A CXL-Based Rack-Scale Host Memory Pooling Architecture for Cloud Service.
IEEE Trans. Parallel Distributed Syst.
Tianchan Guan, Yijin Guan, Zhaoyang Du, Jiacheng Ma, Boyu Tian, Zhao Wang, Teng Ma, Zheng Liu, Yang Kong, Yuan Xie, Mingyu Gao, Guangyu Sun, Hongzhong Zheng, Dimin Niu
2023 J jnl
Accelerating Distributed GNN Training by Codes.
IEEE Trans. Parallel Distributed Syst.
Yanhong Wang, Tianchan Guan, Dimin Niu, Qiaosha Zou, Hongzhong Zheng, Chuanjin Richard Shi, Yuan Xie
2022 — conf
184QPS/W 64Mb/mm
ISSCC
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
2022 J jnl
Accelerating CPU-Based Sparse General Matrix Multiplication With Binary Row Merging.
IEEE Access
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
2022 J jnl
Accelerating CPU-based Sparse General Matrix Multiplication with Binary Row Merging.
CoRR
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Hongzhong Zheng, Yuan Xie
2022 — conf
COMB-MCM: Computing-on-Memory-Boundary NN Processor with Bipolar Bitwise Sparsity Optimization for Scalable Multi-Chiplet-Module Edge Machine Learning.
ISSCC
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
2022 A* conf
Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network.
HPCA
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
2022 A* conf
Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network.
ISCA
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
2022 J jnl
OpSparse: A Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs.
IEEE Access
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
2022 J jnl
OpSparse: a Highly Optimized Framework for Sparse General Matrix Multiplication on GPUs.
CoRR
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Linyong Huang, Hongzhong Zheng, Yuan Xie
2022 B conf
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio.
ICPADS
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
2022 J jnl
Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio.
CoRR
Zhaoyang Du, Yijin Guan, Tianchan Guan, Dimin Niu, Nianxiong Tan, Xiaopeng Yu, Hongzhong Zheng, Jianyi Meng, Xiaolang Yan, Yuan Xie
2019 J jnl
Recursive Binary Neural Network Training Model for Efficient Usage of On-Chip Memory.
IEEE Trans. Circuits Syst. I Regul. Pap.
Tianchan Guan, Peiye Liu, Xiaoyang Zeng, Martha A. Kim, Mingoo Seok
2019 J jnl
Recursive Synaptic Bit Reuse: An Efficient Way to Increase Memory Capacity in Associative Memory.
IEEE Trans. Very Large Scale Integr. Syst.
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
2017 A conf
Extending memory capacity of neural associative memory based on recursive synaptic bit reuse.
DATE
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
2017 J jnl
Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement.
CoRR
Tianchan Guan, Xiaoyang Zeng, Mingoo Seok
2016 — conf
Neural network based seizure detection system using raw EEG data.
ISOCC
Tianchan Guan, Xiaoyang Zeng, Letian Huang, Mingoo Seok
2015 — conf
Exploration for energy-efficient ECC decoder of WBAN.
ASICON
Tianchan Guan, Jun Han, Xiaoyang Zeng
2013 — conf
Highly flexible WBAN transmit-receive system based on USRP.
ASICON
Tianchan Guan, Jun Han, Xiaoyang Zeng