Shiyu Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

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Publications

Shiyu Liu, Qicheng Liu
A sentiment analysis model based on dynamic pre-training and stacked involutions. J. Supercomput. 80 (11) (2024)
Shiyu Liu, Congliang Zhou, Won Suk Lee
Strawberry detection and counting based on YOLOv7 pruning and information based tracking algorithm. CoRR (2024)
Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. CoRR (2024)
Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. WACV (2024)
Shiyu Liu, Jun Wang, Rui Wang, Yue Zhang, Yanjie Song, Lining Xing
Data-driven dynamic pricing and inventory management of an omni-channel retailer in an uncertain demand environment. Expert Syst. Appl. 244 (2024)
Shiyu Liu, Jinglong Luo, Yehong Zhang, Hui Wang, Yue Yu, Zenglin Xu
Efficient privacy-preserving Gaussian process via secure multi-party computation. J. Syst. Archit. 151 (2024)
Ming Ma, Shiyu Liu, Ronghua Zhang, Qiong Zhang, Yi Wu, Bailiang Chen
Non-Destructive Testing of Carbon Fiber-Reinforced Plastics (CFRPs) Using a Resonant Eddy Current Sensor. Sensors 24 (11) (2024)
Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. ACL (Findings) (2024)
Shiyu Liu, Yucheng Sui, Zhongnan You, Jiaxin Shi, Ziyang Wang, Cheng Zhong
Reading better with AR or print picture books? A quasi-experiment on primary school students' reading comprehension, story retelling and reading motivation. Educ. Inf. Technol. 29 (9) (2024)
Shiyu Liu, Rohan Ghosh, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. 2023 (2023)
Xiaoyu Zhao, Zuolu Wang, Shiyu Liu, Helen Miao, Eric Li, Fengshou Gu, Andrew D. Ball
A MLP-Based Transfer Learning Model Using EIS Health Features for State of Health Estimation of Lithium-Ion Battery. ICAC (2023)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Shaogao Lv, Gang Wen, Shiyu Liu, Linsen Wei, Ming Li
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix. CoRR (2023)
Shiyu Liu, Linsen Wei, Shaogao Lv, Zenglin Xu
Quantized SGD in Federated Learning: Communication, Optimization and Generalization. ICONIP (9) (2023)
Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. CoRR (2023)
Shiyu Liu, Shaogao Lv, Dun Zeng, Zenglin Xu, Hui Wang, Yue Yu
Personalized Federated Learning via Amortized Bayesian Meta-Learning. CoRR (2023)
Wenqi Wei, Qinying Liu, Le Yuan, Jian Zhang, Shiyu Liu, Rui Zhou, Yongkang Luo, Xiaotao Han
Nuclear Magnetic Resonance Measurements in High Flat-Top Pulsed Magnetic Field Up to 40 T at WHMFC. IEEE Trans. Instrum. Meas. 72 (2023)
Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CVPR (2023)
Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu
Stein Variational Gradient Descent with Multiple Kernels. Cogn. Comput. 15 (2) (2023)
Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong
Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP (2023)
Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li
Stability and Generalization of lp-Regularized Stochastic Learning for GCN. IJCAI (2023)
Haicheng Shen, Shiyu Liu
Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion. IEEE Access 11 (2023)
Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding. CoRR (2023)
Luxin Cui, Yu Chen, Xing Wang, Shiyu Liu
Complexity Review of NIMBY Conflict: Characteristics, Mechanism and Evolution Simulation. Syst. 11 (5) (2023)
Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li
-Regularized Stochastic Learning for GCN. CoRR (2023)
Zengmin Geng, Bijun Lin, Ye Yuan, Shiyu Liu, Dandan Gao, Jianxia Du
Garment Fabric Pattern Classification via ResNet-34. PCCNT (2023)
Dun Zeng, Xiangjing Hu, Shiyu Liu, Yue Yu, Qifan Wang, Zenglin Xu
Stochastic Clustered Federated Learning. CoRR (2023)
Ronghua Zhang, Junyu Wang, Shiyu Liu, Ming Ma, Hongying Fang, Junhua Cheng, Danqi Zhang
Non-Destructive Testing of Carbon Fibre Reinforced Plastics (CFRP) Using a Dual Transmitter-Receiver Differential Eddy Current Test Probe. Sensors 22 (18) (2022)
Dun Zeng, Shiyu Liu, Zenglin Xu
Aggregating Gradients in Encoded Domain for Federated Learning. CoRR (2022)
Shiyu Liu, Mehul Motani
Improving Mutual Information based Feature Selection by Boosting Unique Relevance. CoRR (2022)
Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR (2022)
Shiyu Liu, Guitao Cao, Yong Liu, Yan Li, Chunwei Wu, Xidong Xi
Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning. IJCNN (2022)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR (2022)
Shiyu Liu, Rohan Ghosh, Mehul Motani
Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR (2022)
Lechuan Li, Chonghao Zhang, Shiyu Liu, Hannah Guan, Yu Zhang
Age Prediction by DNA Methylation in Neural Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Shiyu Liu, Dongfang Li, Jixing Xue, Guang Yang, Wei Shen, Zhihao Wang
Model Checking for an HDLC IP Core Transparency Error in an Aerospace Industrial Context. CSSE (2021)
Hyochan An, Sam Schiferl, Siddharth Venkatesan, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Luyao Gong, Hengfei Zhong, David T. Blaauw, Ronald G. Dreslinski, Hun-Seok Kim, Dennis Sylvester
An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks. IEEE J. Solid State Circuits 56 (4) (2021)
Xinbo Wang, Qing Wang, Peiwen Zhang, Shufang Qian, Shiyu Liu, Dong-Qiang Liu
Reducing Inter-Site Variability for Fluctuation Amplitude Metrics in Multisite Resting State BOLD-fMRI Data. Neuroinformatics 19 (1) (2021)
Changchun Gao, Shiyu Liu, Chenhui Yu, Peng Guo
External Incentive Mechanism Research on Knowledge Cooperation-Sharing in the Chinese Creative Industry Cluster. Comput. Syst. Sci. Eng. 38 (3) (2021)
Qingzhong Ai, Lirong He, Liangjian Wen, Shiyu Liu, Zenglin Xu
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. CoRR (2021)
Shiyu Liu, Mehul Motani
Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks. CoRR (2021)
Shiyu Liu, Ahmad Ghalayini, Mohammad Alizadeh, Balaji Prabhakar, Mendel Rosenblum, Anirudh Sivaraman
Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport. NSDI (2021)
Shiyu Liu, Haofeng Zhang, Ling Shao, Jingyu Yang
Built-in Depth-Semantic Coupled Encoding for Scene Parsing, Vehicle Detection, and Road Segmentation. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. NeurIPS (2021)
Shiyu Liu, Chong Min John Tan, Mehul Motani
S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks. CoRR (2021)
Shiyu Liu, Julian Erskine, Abdelhamid Chriette, Isabelle Fantoni
Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements. IROS (2021)
Kangli Chang, Shiyu Liu, Hao Yan, Fuchuan Li, Dongfang Li
Quantitative Structure-Activity Relationship Modeling of Estrogen Receptor Alpha Bioactivity based on Multiple Algorithms. ACAI (2021)
Shiyu Liu, Dongfang Li, Yasha Chen, Guang Yang
(Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry. QRS Companion (2021)
Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim
Deep Learning in Latent Space for Video Prediction and Compression. CVPR (2021)
Qingzhong Ai, Shiyu Liu, Zenglin Xu
Kernel Selection for Stein Variational Gradient Descent. CoRR (2021)
Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song
Application Research of Formal Verification in Aerospace FPGA. QRS Companion (2021)
Wei Li, Xujian Zhao, Shiyu Liu
Traffic Accident Prediction Based on Multivariable Grey Model. Inf. 11 (4) (2020)
Hyochan An, Siddharth Venkatesan, Sam Schiferl, Tim Wesley, Qirui Zhang, Jingcheng Wang, Kyojin Choo, Shiyu Liu, Bowen Liu, Ziyun Li, Hengfei Zhong, Luyao Gong, David T. Blaauw, Ronald G. Dreslinski, Dennis Sylvester, Hun-Seok Kim
A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge. VLSI Circuits (2020)
Shiyu Liu, Ming Lei, Min-Jian Zhao
Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems. VTC Fall (2020)
Ping Lou, Shiyu Liu, Jianmin Hu, Ruiya Li, Zheng Xiao, Junwei Yan
Intelligent Machine Tool Based on Edge-Cloud Collaboration. IEEE Access 8 (2020)
Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng
Computational Intelligence in Science Education. ICFET (2020)
Shiyu Liu, Mehul Motani
Exploring Unique Relevance for Mutual Information based Feature Selection. ISIT (2020)
Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat
SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks. NSDI (2019)
Jia Yao, Ming Lun Ong, Kar Kin Mun, Shiyu Liu, Mehul Motani
Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis. CinC (2019)
Shiyu Liu, Jia Yao, Mehul Motani
Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks. BIBM (2019)
Jin Pan, Shiyu Liu, Hongzhou Zhang, Jiangang Lu
A Flexible Temperature Sensor Array with Polyaniline/Graphene-Polyvinyl Butyral Thin Film. Sensors 19 (19) (2019)
Shiyu Liu, Ming Lun Ong, Kar Kin Mun, Jia Yao, Mehul Motani
Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling. CinC (2019)
Shiyu Liu, Mehul Motani
Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks. CoRR (2019)
Shiyu Liu, Haofeng Zhang
ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation. PRICAI (1) (2018)
Shiyu Liu, Mehul Motani
Feature Selection Based on Unique Relevant Information for Health Data. CoRR (2018)
Xian-qi Zhou, Jin Yu, Jin-bi Ye, Shiyu Liu, Ren-guo Liao, Xiu-wen Li
Complex Modeling of the Effects of Blasting on the Stability of Surrounding Rocks and Embankment in Water-Conveyance Tunnels. Complex. 2018 (2018)
Quanquan Chu, Shiyu Liu, Xiaofeng Gao, Fan Wu, Guihai Chen, Qianni Deng
Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network. IPCCC (2018)
Yaqian Zheng, Chunrong Li, Shiyu Liu, Weigang Lu
An improved genetic approach for composing optimal collaborative learning groups. Knowl. Based Syst. 139 (2018)
Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat
Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization. NSDI (2018)
Shiyu Liu, Jia Yao, Chongyu Zhou, Mehul Motani
SURI: Feature Selection Based on Unique Relevant Information for Health Data. BIBM (2018)
Silan Li, Shiyu Liu, Mengzhi Xian
The Influence of Media News Frame on Consumer's Brand Attitudes in the Context of Product-harm Crisis. WHICEB (2018)
Hirofumi Shinohara, Baikun Zheng, Yanhao Piao, Bo Liu, Shiyu Liu
Analysis and reduction of SRAM PUF Bit Error Rate. VLSI-DAT (2017)
Yilong Geng, Shiyu Liu, Feiran Wang, Zi Yin, Balaji Prabhakar, Mendel Rosenblum
Self-programming networks: Architecture and algorithms. Allerton (2017)
Peng Peng, Hao Song, Tingting Zhang, Min Addy, Yaning Zhang, Yanling Cheng, Raymond Hatzenbeller, Xindi Zhu, Shiyu Liu, Yuhuan Liu, Xiangzhong Huang, Xiangyang Lin, Paul Chen, Roger Ruan
Concentrated high intensity electric field (CHIEF) system for non-thermal pasteurization of liquid foods: Modeling and simulation of fluid mechanics, electric analysis, and heat transfer. Comput. Chem. Eng. 97 (2017)
Shiyu Liu
Learning to Argue: The Role of Peer Assessment. ICLS (2016)
Shiyu Liu
Toward an Integrated Framework of Scientific Reasoning. ICLS (2016)
Shiyu Liu, Hao Nan, Nemat Dolatsha, Amin Arbabian
Extracting dielectric spectroscopic properties from microwave-induced thermoacoustic signals. EMBC (2016)
Shiyu Liu
Virtual Experiments or Worked Examples? How to Learn the Control of Variable Strategy. Technol. Knowl. Learn. 20 (1) (2015)
Shiyu Liu
Supporting Self-regulated Learning with Moodle Forums. CSCL (2) (2013)
Jin Yu, Yanyan Cai, Zhibo Qi, Yunfei Guan, Shiyu Liu, Bingxiong Tu
Analytical Analysis and Field Test Investigation of Consolidation for CCSG Pile Composite Foundation in Soft Clay. J. Appl. Math. 2013 (2013)
Nan Liu, Shiyu Liu, Takeshi Yoshimura
Wirelength driven I/O buffer placement for flip-chip with timing-constrained. APCCAS (2012)
Shiyu Liu, Keisha Varma
Improving Students' Scientific Reasoning Skills via Virtual Experiments and Worked Examples. ICLS (2012)