Shasha Guo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Liquid State Machine

Top Venues

IEEE Embed. Syst. Lett.

Publications

Chiyu Chen, Yuliang Lu, Guozheng Yang, Yi Xie, Shasha Guo
ZBanner: Fast Stateless Scanning Capable of Obtaining Responses over TCP. CoRR (2024)
Shasha Guo, Jing Zhang, Xirui Ke, Cuiping Li, Hong Chen
Diversifying Question Generation over Knowledge Base via External Natural Questions. LREC/COLING (2024)
Chenyang Shi, Shasha Guo, Boyi Wei, Hanxiao Liu, Yibo Zhang, Ningfang Song, Jing Jin
A Label-Free and Non-Monotonic Metric for Evaluating Denoising in Event Cameras. CoRR (2024)
Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li, Hong Chen
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation. CoRR (2024)
Shasha Guo, Lei Wang, Zhijie Yang, Yuliang Lu
A robust defense for spiking neural networks against adversarial examples via input filtering. J. Syst. Archit. 153 (2024)
Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua
A Survey on Neural Question Generation: Methods, Applications, and Prospects. CoRR (2024)
Shasha Guo, Tobi Delbruck
Low Cost and Latency Event Camera Background Activity Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Lei Wang, Shasha Guo, Lianhua Qu, Shuo Tian, Weixia Xu
M-LSM: An Improved Multi-Liquid State Machine for Event-Based Vision Recognition. J. Comput. Sci. Technol. 38 (6) (2023)
Xun Xiao, Zhong Wan, Yuan Li, Shasha Guo, Junbo Tie, Lei Wang
F-E Fusion: A Fast Detection Method of Moving UAV Based on Frame and Event Flow. ICANN (8) (2023)
Shasha Guo, Jing Zhang, Xirui Ke, Cuiping Li, Hong Chen
Diversifying Question Generation over Knowledge Base via External Natural Questions. CoRR (2023)
Zeshan Pang, Yuyuan Sun, Shasha Guo, Yuliang Lu
Backdoor Learning on Siamese Networks Using Physical Triggers: FaceNet as a Case Study. ICDF2C (1) (2023)
Xun Xiao, Lei Wang, Xiaofan Chen, Lianhua Qu, Shasha Guo, Yao Wang, Ziyang Kang
Dynamic Vision Sensor Based Gesture Recognition Using Liquid State Machine. ICANN (3) (2022)
Xun Xiao, Xiaofan Chen, Ziyang Kang, Shasha Guo, Lei Wang
A Spatio-Temporal Event Data Augmentation Method for Dynamic Vision Sensor. ICONIP (6) (2022)
Changfeng Jing, Shasha Guo, Hongyang Zhang, Xinxin Lv, Dongliang Wang
SmartEle: Smart Electricity Dashboard for Detecting Consumption Patterns: A Case Study at a University Campus. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Xuhu Yu, Lei Wang, Changhao Chen, Junbo Tie, Shasha Guo
Multimodal Learning of Audio-Visual Speech Recognition with Liquid State Machine. ICONIP (6) (2022)
Lei Wang, Zhijie Yang, Shasha Guo, Lianhua Qu, Xiangyu Zhang, Ziyang Kang, Weixia Xu
Single-Core Digital Neuromorphic Processor for Liquid State Machine. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Shasha Guo, Jing Zhang, Yanling Wang, Qianyi Zhang, Cuiping Li, Hong Chen
DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner. EMNLP (2022)
Yanling Wang, Jing Zhang, Shasha Guo, Hongzhi Yin, Cuiping Li, Hong Chen
Decoupling Representation Learning and Classification for GNN-based Anomaly Detection. SIGIR (2021)
Limeng Zhang, Hongguang Zhang, Chenyang Zhu, Shasha Guo, Jihua Chen, Lei Wang
Fine-Grained Video Deblurring with Event Camera. MMM (1) (2021)
Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu
HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor. Integr. 81 (2021)
Shuo Tian, Kai Hu, Shasha Guo, Shiming Li, Lei Wang, Weixia Xu
Evolutionary Recurrent Neural Architecture Search. IEEE Embed. Syst. Lett. 13 (3) (2021)
Zhijie Yang, Lei Wang, Li Luo, Shiming Li, Shasha Guo, Shuquan Wang
Bactran: A Hardware Batch Normalization Implementation for CNN Training Engine. IEEE Embed. Syst. Lett. 13 (1) (2021)
Shasha Guo, Lei Wang, Xiaofan Chen, Limeng Zhang, Ziyang Kang, Weixia Xu
SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors. CoRR (2020)
Shasha Guo, Lei Wang, Baozi Chen, Qiang Dou
An Overhead-Free Max-Pooling Method for SNN. IEEE Embed. Syst. Lett. 12 (1) (2020)
Shuquan Wang, Lei Wang, Yu Deng, Zhi-Jie Yang, Shasha Guo, Ziyang Kang, Yu-Feng Guo, Weixia Xu
SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array. J. Comput. Sci. Technol. 35 (2) (2020)
Kai Hu, Tian Shuo, Shasha Guo, Nan Li, Li Luo, Lei Wang
Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu Algorithm. IJCNN (2020)
Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Yu Deng, Rangyu Deng, Qiang Dou
Laius: an energy-efficient FPGA CNN accelerator with the support of a fixed-point training framework. Int. J. Comput. Sci. Eng. 21 (3) (2020)
Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. ACM Great Lakes Symposium on VLSI (2020)
Shasha Guo, Lianhua Qu, Lei Wang, Xulong Tang, Tian Shuo, Shiming Li, Weixia Xu
Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines. CoRR (2020)
Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. CoRR (2020)
Shasha Guo, Ziyang Kang, Lei Wang, Shiming Li, Weixia Xu
HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor. ASP-DAC (2020)
Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu
A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information. CoRR (2020)
Ziyang Kang, Lei Wang, Shasha Guo, Rui Gong, Shiming Li, Yu Deng, Weixia Xu
ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. ACM J. Emerg. Technol. Comput. Syst. 16 (4) (2020)
Xiaofan Chen, Jian Wang, Limeng Zhang, Shasha Guo, Lianhua Qu, Lei Wang
Real-Time Gesture Classification System Based on Dynamic Vision Sensor. ICONIP (1) (2020)
Zhenyu Zhao, Lianhua Qu, Lei Wang, Quan Deng, Nan Li, Ziyang Kang, Shasha Guo, Weixia Xu
A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Shasha Guo, Lei Wang, Shuquan Wang, Yu Deng, Zhijie Yang, Shiming Li, Zhige Xie, Qiang Dou
A Systolic SNN Inference Accelerator and its Co-optimized Software Framework. ACM Great Lakes Symposium on VLSI (2019)
Ziyang Kang, Lei Wang, Shasha Guo, Rui Gong, Yu Deng, Qiang Dou
ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. ASYNC (2019)
Shuquan Wang, Lei Wang, Shiming Li, Tian Shuo, Shasha Guo, Ziyang Kang, Shuzheng Zhang, Weixia Xu
PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array. NPC (2019)
Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Qiang Dou
Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators. ACA (2018)
Shuquan Wang, Shasha Guo, Lei Wang, Nan Li, Zikai Nie, Yu Deng, Qiang Dou, Weixia Xu
A Power Efficient Hardware Implementation of the IF Neuron Model. ACA (2018)
Zhisheng Li, Lei Wang, Qiang Dou, Yuxing Tang, Shasha Guo, Haifang Zhou, Wenyuan Lu
ACCDSE: A Design Space Exploration Framework for Convolutional Neural Network Accelerator. NCCET (2017)
Shasha Guo, Lei Wang, Baozi Chen, Qiang Dou, Yuxing Tang, Zhisheng Li
FixCaffe: Training CNN with Low Precision Arithmetic Operations by Fixed Point Caffe. APPT (2017)
Zhisheng Li, Lei Wang, Shasha Guo, Yu Deng, Qiang Dou, Haifang Zhou, Wenyuan Lu
Laius: An 8-Bit Fixed-Point CNN Hardware Inference Engine. ISPA/IUCC (2017)