Shiyu Liu

According to our database, Shiyu Liu authored at least 88 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Reducing semantic ambiguity in domain adaptive semantic segmentation via probabilistic prototypical pixel contrast.

Xiaoke Hao, Shiyu Liu, Chuanbo Feng, Ye Zhu

Neural Networks, 2025

2024

A sentiment analysis model based on dynamic pre-training and stacked involutions.

Shiyu Liu, Qicheng Liu

J. Supercomput., July, 2024

Non-Destructive Testing of Carbon Fiber-Reinforced Plastics (CFRPs) Using a Resonant Eddy Current Sensor.

Ming Ma, Shiyu Liu, Ronghua Zhang, Qiong Zhang, Yi Wu, Bailiang Chen

Sensors, June, 2024

Reading better with AR or print picture books? A quasi-experiment on primary school students' reading comprehension, story retelling and reading motivation.

Shiyu Liu, Yucheng Sui, Zhongnan You, Jiaxin Shi, Ziyang Wang, Cheng Zhong

Educ. Inf. Technol., June, 2024

Efficient privacy-preserving Gaussian process via secure multi-party computation.

Shiyu Liu, Jinglong Luo, Yehong Zhang, Hui Wang, Yue Yu, Zenglin Xu

J. Syst. Archit., 2024

Data-driven dynamic pricing and inventory management of an omni-channel retailer in an uncertain demand environment.

Shiyu Liu, Jun Wang, Rui Wang, Yue Zhang, Yanjie Song, Lining Xing

Expert Syst. Appl., 2024

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models.

Zhihao Wang, Shiyu Liu, Jianheng Huang, Zheng Wang, Yixuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su

CoRR, 2024

Strawberry detection and counting based on YOLOv7 pruning and information based tracking algorithm.

Shiyu Liu, Congliang Zhou, Won Suk Lee

CoRR, 2024

VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data.

Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Research of Military Cyber Operation Forensic and Analysis in Russia-Ukraine Conflict.

Shiyu Liu, Dongfang Li, Guang Yang, Mingyue Su, Wei Shen

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

HeroMaker: Human-centric Video Editing with Motion Priors.

Shiyu Liu, Zibo Zhao, Yihao Zhi, Yiqun Zhao, Binbin Huang, Shuo Wang, Ruoyu Wang, Michael Xuan, Zhengxin Li, Shenghua Gao

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Controllable Counterfactual Generation for Interpretable Medical Image Classification.

Shiyu Liu, Fan Wang, Zehua Ren, Chunfeng Lian, Jianhua Ma

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy.

Shiyu Liu, Wei Shi, Zenglin Xu, Shaogao Lv, Yehong Zhang, Hui Wang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Multiplex Transformed Tensor Decomposition Based Single Hyperspectral Image Super-resolution for IgA Diagnostic Applications.

Shiyu Liu, Yinjian Wang, Wei Li, Meng Lv

Proceedings of the 8th International Conference on Biomedical Engineering and Applications, 2024

Multi-Level Cross-Modal Alignment for Speech Relation Extraction.

Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, Jinsong Su

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models.

Zhihao Wang, Shiyu Liu, Jianheng Huang, Wang Zheng, Yixuan Liao, Xiaoxin Chen, Junfeng Yao, Jinsong Su

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

NC Code Type Anomaly Detection Method based on Incremental Learning.

Zhongwei Li, Shiyu Liu, Xianji Jin, Haowei Lu

Proceedings of the 2024 4th International Conference on Artificial Intelligence, 2024

Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval.

Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Complexity Review of NIMBY Conflict: Characteristics, Mechanism and Evolution Simulation.

Luxin Cui, Yu Chen, Xing Wang, Shiyu Liu

Syst., May, 2023

Stein Variational Gradient Descent with Multiple Kernels.

Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu

Cogn. Comput., March, 2023

Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks.

Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani

Trans. Mach. Learn. Res., 2023

AP: Selective Activation for De-sparsifying Pruned Networks.

Shiyu Liu, Rohan Ghosh, Mehul Motani

Trans. Mach. Learn. Res., 2023

Nuclear Magnetic Resonance Measurements in High Flat-Top Pulsed Magnetic Field Up to 40 T at WHMFC.

Wenqi Wei, Qinying Liu, Le Yuan, Jian Zhang, Shiyu Liu, Rui Zhou, Yongkang Luo, Xiaotao Han

IEEE Trans. Instrum. Meas., 2023

Personalized Federated Learning via Amortized Bayesian Meta-Learning.

Shiyu Liu, Shaogao Lv, Dun Zeng, Zenglin Xu, Hui Wang, Yue Yu

CoRR, 2023

Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix.

Shaogao Lv, Gang Wen, Shiyu Liu, Linsen Wei, Ming Li

CoRR, 2023

Stability and Generalization of 𝓁_p-Regularized Stochastic Learning for GCN.

Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li

CoRR, 2023

Stochastic Clustered Federated Learning.

Dun Zeng, Xiangjing Hu, Shiyu Liu, Yue Yu, Qifan Wang, Zenglin Xu

CoRR, 2023

Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion.

Haicheng Shen, Shiyu Liu

IEEE Access, 2023

Garment Fabric Pattern Classification via ResNet-34.

Zengmin Geng, Bijun Lin, Ye Yuan, Shiyu Liu, Dandan Gao, Jianxia Du

Proceedings of the 2023 International Conference on Power, 2023

Stability and Generalization of lp-Regularized Stochastic Learning for GCN.

Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Quantized SGD in Federated Learning: Communication, Optimization and Generalization.

Shiyu Liu, Linsen Wei, Shaogao Lv, Zenglin Xu

Proceedings of the Neural Information Processing - 30th International Conference, 2023

A MLP-Based Transfer Learning Model Using EIS Health Features for State of Health Estimation of Lithium-Ion Battery.

Xiaoyu Zhao, Zuolu Wang, Shiyu Liu, Helen Miao, Eric Li, Fengshou Gu, Andrew D. Ball

Proceedings of the 28th International Conference on Automation and Computing, 2023

Point Cloud Upsampling with Dynamic Graph Scattering Transform.

Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong

Proceedings of the IEEE International Conference on Image Processing, 2023

MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding.

Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Age Prediction by DNA Methylation in Neural Networks.

Lechuan Li, Chonghao Zhang, Shiyu Liu, Hannah Guan, Yu Zhang

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Non-Destructive Testing of Carbon Fibre Reinforced Plastics (CFRP) Using a Dual Transmitter-Receiver Differential Eddy Current Test Probe.

Ronghua Zhang, Junyu Wang, Shiyu Liu, Ming Ma, Hongying Fang, Junhua Cheng, Danqi Zhang

Sensors, 2022

AP: Selective Activation for De-sparsifying Pruned Neural Networks.

Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani

CoRR, 2022

Improving Mutual Information based Feature Selection by Boosting Unique Relevance.

Shiyu Liu, Mehul Motani

CoRR, 2022

Towards Better Long-range Time Series Forecasting using Generative Forecasting.

Shiyu Liu, Rohan Ghosh, Mehul Motani

CoRR, 2022

Aggregating Gradients in Encoded Domain for Federated Learning.

Dun Zeng, Shiyu Liu, Zenglin Xu

CoRR, 2022

Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning.

Shiyu Liu, Guitao Cao, Yong Liu, Yan Li, Chunwei Wu, Xidong Xi

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Built-in Depth-Semantic Coupled Encoding for Scene Parsing, Vehicle Detection, and Road Segmentation.

Shiyu Liu, Haofeng Zhang, Ling Shao, Jingyu Yang

IEEE Trans. Intell. Transp. Syst., 2021

Reducing Inter-Site Variability for Fluctuation Amplitude Metrics in Multisite Resting State BOLD-fMRI Data.

Xinbo Wang, Qing Wang, Peiwen Zhang, Shufang Qian, Shiyu Liu, Dong-Qiang Liu

Neuroinformatics, 2021

An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks.

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

IEEE J. Solid State Circuits, 2021

External Incentive Mechanism Research on Knowledge Cooperation-Sharing in the Chinese Creative Industry Cluster.

Changchun Gao, Shiyu Liu, Chenhui Yu, Peng Guo

Comput. Syst. Sci. Eng., 2021

Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks.

Shiyu Liu, Mehul Motani

CoRR, 2021

S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks.

Shiyu Liu, Chong Min John Tan, Mehul Motani

CoRR, 2021

Kernel Selection for Stein Variational Gradient Descent.

Qingzhong Ai, Shiyu Liu, Zenglin Xu

CoRR, 2021

ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.

Qingzhong Ai, Lirong He, Liangjian Wen, Shiyu Liu, Zenglin Xu

CoRR, 2021

Application Research of Formal Verification in Aerospace FPGA.

Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

(Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry.

Shiyu Liu, Dongfang Li, Yasha Chen, Guang Yang

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport.

Shiyu Liu, Ahmad Ghalayini, Mohammad Alizadeh, Balaji Prabhakar, Mendel Rosenblum, Anirudh Sivaraman

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.

Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements.

Shiyu Liu, Julian Erskine, Abdelhamid Chriette, Isabelle Fantoni

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Deep Learning in Latent Space for Video Prediction and Compression.

Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Model Checking for an HDLC IP Core Transparency Error in an Aerospace Industrial Context.

Shiyu Liu, Dongfang Li, Jixing Xue, Guang Yang, Wei Shen, Zhihao Wang

Proceedings of the CSSE 2021: 2021 4th International Conference on Computer Science and Software Engineering, Singapore, October 22, 2021

Quantitative Structure-Activity Relationship Modeling of Estrogen Receptor Alpha Bioactivity based on Multiple Algorithms.

Kangli Chang, Shiyu Liu, Hao Yan, Fuchuan Li, Dongfang Li

Proceedings of the ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22, 2021

2020

Traffic Accident Prediction Based on Multivariable Grey Model.

Wei Li, Xujian Zhao, Shiyu Liu

Inf., 2020

Intelligent Machine Tool Based on Edge-Cloud Collaboration.

Ping Lou, Shiyu Liu, Jianmin Hu, Ruiya Li, Zheng Xiao, Junwei Yan

IEEE Access, 2020

Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems.

Shiyu Liu, Ming Lei, Min-Jian Zhao

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge.

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

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Exploring Unique Relevance for Mutual Information based Feature Selection.

Shiyu Liu, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2020

Computational Intelligence in Science Education.

Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng

Proceedings of the ICFET 2020, 2020

2019

A Flexible Temperature Sensor Array with Polyaniline/Graphene-Polyvinyl Butyral Thin Film.

Jin Pan, Shiyu Liu, Hongzhou Zhang, Jiangang Lu

Sensors, 2019

Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks.

Shiyu Liu, Mehul Motani

CoRR, 2019

SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks.

Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis.

Jia Yao, Ming Lun Ong, Kar Kin Mun, Shiyu Liu, Mehul Motani

Proceedings of the 46th Computing in Cardiology, 2019

Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling.

Shiyu Liu, Ming Lun Ong, Kar Kin Mun, Jia Yao, Mehul Motani

Proceedings of the 46th Computing in Cardiology, 2019

Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks.

Shiyu Liu, Jia Yao, Mehul Motani

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

An improved genetic approach for composing optimal collaborative learning groups.

Yaqian Zheng, Chunrong Li, Shiyu Liu, Weigang Lu

Knowl. Based Syst., 2018

Feature Selection Based on Unique Relevant Information for Health Data.

Shiyu Liu, Mehul Motani

CoRR, 2018

Complex Modeling of the Effects of Blasting on the Stability of Surrounding Rocks and Embankment in Water-Conveyance Tunnels.

Xian-qi Zhou, Jin Yu, Jin-bi Ye, Shiyu Liu, Ren-guo Liao, Xiu-wen Li

Complex., 2018

The Influence of Media News Frame on Consumer's Brand Attitudes in the Context of Product-harm Crisis.

Silan Li, Shiyu Liu, Mengzhi Xian

Proceedings of the 17th Wuhan International Conference on E-Business, 2018

ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation.

Shiyu Liu, Haofeng Zhang

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization.

Yilong Geng, Shiyu Liu, Zi Yin, Ashish Naik, Balaji Prabhakar, Mendel Rosenblum, Amin Vahdat

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network.

Quanquan Chu, Shiyu Liu, Xiaofeng Gao, Fan Wu, Guihai Chen, Qianni Deng

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

SURI: Feature Selection Based on Unique Relevant Information for Health Data.

Shiyu Liu, Jia Yao, Chongyu Zhou, Mehul Motani

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

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.

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

Comput. Chem. Eng., 2017

Analysis and reduction of SRAM PUF Bit Error Rate.

Hirofumi Shinohara, Baikun Zheng, Yanhao Piao, Bo Liu, Shiyu Liu

Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

Self-programming networks: Architecture and algorithms.

Yilong Geng, Shiyu Liu, Feiran Wang, Zi Yin, Balaji Prabhakar, Mendel Rosenblum

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Learning to Argue: The Role of Peer Assessment.

Shiyu Liu

Proceedings of the Transforming Learning, 2016

Toward an Integrated Framework of Scientific Reasoning.

Shiyu Liu

Proceedings of the Transforming Learning, 2016

Extracting dielectric spectroscopic properties from microwave-induced thermoacoustic signals.

Shiyu Liu, Hao Nan, Nemat Dolatsha, Amin Arbabian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Virtual Experiments or Worked Examples? How to Learn the Control of Variable Strategy.

Shiyu Liu

Technol. Knowl. Learn., 2015

2013

Analytical Analysis and Field Test Investigation of Consolidation for CCSG Pile Composite Foundation in Soft Clay.

Jin Yu, Yanyan Cai, Zhibo Qi, Yunfei Guan, Shiyu Liu, Bingxiong Tu

J. Appl. Math., 2013

Supporting Self-regulated Learning with Moodle Forums.

Shiyu Liu

Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

2012

Improving Students' Scientific Reasoning Skills via Virtual Experiments and Worked Examples.

Shiyu Liu, Keisha Varma

Proceedings of the Future of Learning: Proceedings of the 10th International Conference of the Learning Sciences, 2012

Wirelength driven I/O buffer placement for flip-chip with timing-constrained.

Nan Liu, Shiyu Liu, Takeshi Yoshimura

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2012