Tianqi Tang

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 19

Top Topics

Symmetric Matrices

Image Recognition

Convolutional Neural Network

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding
Faith: An Efficient Framework for Transformer Verification on GPUs. CoRR (2022)
Boyuan Feng, Tianqi Tang, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie, Yufei Ding
Faith: An Efficient Framework for Transformer Verification on GPUs. USENIX Annual Technical Conference (2022)
Tianqi Tang, Yuan Xie
Cost-Aware Exploration for Chiplet-Based Architecture with Advanced Packaging Technologies. CoRR (2022)
Jilan Lin, Cheng-Da Wen, Xing Hu, Tianqi Tang, Ing-Chao Lin, Yu Wang, Yuan Xie
Rescuing RRAM-Based Computing From Static and Dynamic Faults. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
Tianqi Tang, Sheng Li, Lifeng Nai, Norman P. Jouppi, Yuan Xie
NeuroMeter: An Integrated Power, Area, and Timing Modeling Framework for Machine Learning Accelerators Industry Track Paper. HPCA (2021)
Yi Cai, Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang
Low Bit-Width Convolutional Neural Network on RRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (7) (2020)
Yi Cai, Tianqi Tang, Lixue Xia, Ming Cheng, Zhenhua Zhu, Yu Wang, Huazhong Yang
Training low bitwidth convolutional neural network on RRAM. ASP-DAC (2018)
Lixue Xia, Boxun Li, Tianqi Tang, Peng Gu, Pai-Yu Chen, Shimeng Yu, Yu Cao, Yu Wang, Yuan Xie, Huazhong Yang
MNSIM: Simulation Platform for Memristor-Based Neuromorphic Computing System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (5) (2018)
Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, Huazhong Yang
Real-time object detection towards high power efficiency. DATE (2018)
Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Jun Yao, Yu Wang
Towards Real-Time Object Detection on Embedded Systems. IEEE Trans. Emerg. Top. Comput. 6 (3) (2018)
Lixue Xia, Wenqin Huangfu, Tianqi Tang, Xiling Yin, Krishnendu Chakrabarty, Yuan Xie, Yu Wang, Huazhong Yang
Stuck-at Fault Tolerance in RRAM Computing Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (1) (2018)
Wenqin Huangfu, Lixue Xia, Ming Cheng, Xiling Yin, Tianqi Tang, Boxun Li, Krishnendu Chakrabarty, Yuan Xie, Yu Wang, Huazhong Yang
Computation-oriented fault-tolerance schemes for RRAM computing systems. ASP-DAC (2017)
Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang
Binary convolutional neural network on RRAM. ASP-DAC (2017)
Lixue Xia, Peng Gu, Boxun Li, Tianqi Tang, Xiling Yin, Wenqin Huangfu, Shimeng Yu, Yu Cao, Yu Wang, Huazhong Yang
Technological Exploration of RRAM Crossbar Array for Matrix-Vector Multiplication. J. Comput. Sci. Technol. 31 (1) (2016)
Lixue Xia, Boxun Li, Tianqi Tang, Peng Gu, Xiling Yin, Wenqin Huangfu, Pai-Yu Chen, Shimeng Yu, Yu Cao, Yu Wang, Yuan Xie, Huazhong Yang
MNSIM: Simulation platform for memristor-based neuromorphic computing system. DATE (2016)
Yu Wang, Lixue Xia, Ming Cheng, Tianqi Tang, Boxun Li, Huazhong Yang
RRAM based learning acceleration. CASES (2016)
Jiantao Qiu, Jie Wang, Song Yao, Kaiyuan Guo, Boxun Li, Erjin Zhou, Jincheng Yu, Tianqi Tang, Ningyi Xu, Sen Song, Yu Wang, Huazhong Yang
Going Deeper with Embedded FPGA Platform for Convolutional Neural Network. FPGA (2016)
Yu Wang, Lixue Xia, Tianqi Tang, Boxun Li, Song Yao, Ming Cheng, Huazhong Yang
Low power Convolutional Neural Networks on a chip. ISCAS (2016)
Lixue Xia, Tianqi Tang, Wenqin Huangfu, Ming Cheng, Xiling Yin, Boxun Li, Yu Wang, Huazhong Yang
Switched by input: power efficient structure for RRAM-based convolutional neural network. DAC (2016)
Yung-Hsiang Lu, Alan M. Kadin, Alexander C. Berg, Thomas M. Conte, Erik P. DeBenedictis, Rachit Garg, Ganesh Gingade, Bichlien Hoang, Yongzhen Huang, Boxun Li, Jingyu Liu, Wei Liu, Huizi Mao, Junran Peng, Tianqi Tang, Elie K. Track, Jingqiu Wang, Tao Wang, Yu Wang, Jun Yao
Rebooting Computing and Low-Power Image Recognition Challenge. ICCAD (2015)
Peng Gu, Boxun Li, Tianqi Tang, Shimeng Yu, Yu Cao, Yu Wang, Huazhong Yang
Technological exploration of RRAM crossbar array for matrix-vector multiplication. ASP-DAC (2015)
Deming Zhang, Lang Zeng, Yuanzhuo Qu, Youguang Zhang, Mengxing Wang, Weisheng Zhao, Tianqi Tang, Yu Wang
Energy-efficient neuromorphic computation based on compound spin synapse with stochastic learning. ISCAS (2015)
Tianqi Tang, Lixue Xia, Boxun Li, Rong Luo, Yiran Chen, Yu Wang, Huazhong Yang
Spiking neural network with RRAM: can we use it for real-world application? DATE (2015)
Yu Wang, Tianqi Tang, Lixue Xia, Boxun Li, Peng Gu, Huazhong Yang, Hai Li, Yuan Xie
Energy Efficient RRAM Spiking Neural Network for Real Time Classification. ACM Great Lakes Symposium on VLSI (2015)
Tianqi Tang, Rong Luo, Boxun Li, Hai Li, Yu Wang, Huazhong Yang
Energy efficient spiking neural network design with RRAM devices. ISIC (2014)