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ORCIDShiyu Liu
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j25]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): 11625-11644 (2024)- [j24]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: 122948 (2024) - [j23]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: 103134 (2024) - [j22]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): 3449 (2024) - [j21]Shiyu Liu, Qicheng Liu:
A sentiment analysis model based on dynamic pre-training and stacked involutions. J. Supercomput. 80(11): 15613-15635 (2024) - [c42]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: 7990-8001 - [c41]Zhongwei Li, Shiyu Liu, Xianji Jin, Haowei Lu:
NC Code Type Anomaly Detection Method based on Incremental Learning. CAIBDA 2024: 242-247 - [c40]Shiyu Liu, Wei Shi, Zenglin Xu, Shaogao Lv, Yehong Zhang, Hui Wang:
Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy. IJCAI 2024: 4578-4586 - [c39]Shiyu Liu, Fan Wang, Zehua Ren, Chunfeng Lian, Jianhua Ma:
Controllable Counterfactual Generation for Interpretable Medical Image Classification. MICCAI (10) 2024: 143-152 - [c38]Shiyu Liu, Zibo Zhao, Yihao Zhi, Yiqun Zhao, Binbin Huang, Shuo Wang, Ruoyu Wang, Michael Xuan, Zhengxin Li, Shenghua Gao:
HeroMaker: Human-centric Video Editing with Motion Priors. ACM Multimedia 2024: 3761-3770 - [c37]Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang:
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. WACV 2024: 4290-4300 - [i20]Yan Gao, Zhiwei Cao, Zhongjian Miao, Baosong Yang, Shiyu Liu, Min Zhang, Jinsong Su:
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval. CoRR abs/2406.06073 (2024) - [i19]Shiyu Liu, Congliang Zhou, Won Suk Lee:
Strawberry detection and counting based on YOLOv7 pruning and information based tracking algorithm. CoRR abs/2407.12614 (2024) - [i18]Xiaoke Hao, Shiyu Liu, Chuanbo Feng, Ye Zhu:
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast. CoRR abs/2409.18543 (2024) - 2023
- [j20]Haicheng Shen, Shiyu Liu:
Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion. IEEE Access 11: 120270-120280 (2023) - [j19]Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu:
Stein Variational Gradient Descent with Multiple Kernels. Cogn. Comput. 15(2): 672-682 (2023) - [j18]Luxin Cui, Yu Chen, Xing Wang, Shiyu Liu:
Complexity Review of NIMBY Conflict: Characteristics, Mechanism and Evolution Simulation. Syst. 11(5): 246 (2023) - [j17]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: 1-9 (2023) - [j16]Shiyu Liu, Rohan Ghosh, Mehul Motani:
AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. 2023 (2023) - [j15]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) - [c36]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: 18487-18496 - [c35]Shiyu Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Point Cloud Upsampling with Dynamic Graph Scattering Transform. ICIP 2023: 3274-3278 - [c34]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: 1-5 - [c33]Shiyu Liu, Linsen Wei, Shaogao Lv, Zenglin Xu:
Quantized SGD in Federated Learning: Communication, Optimization and Generalization. ICONIP (9) 2023: 205-217 - [c32]Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li:
Stability and Generalization of lp-Regularized Stochastic Learning for GCN. IJCAI 2023: 5685-5693 - [c31]Zengmin Geng, Bijun Lin, Ye Yuan, Shiyu Liu, Dandan Gao, Jianxia Du:
Garment Fabric Pattern Classification via ResNet-34. PCCNT 2023: 6:1-6:4 - [i17]Dun Zeng, Xiangjing Hu, Shiyu Liu, Yue Yu, Qifan Wang, Zenglin Xu:
Stochastic Clustered Federated Learning. CoRR abs/2303.00897 (2023) - [i16]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 abs/2304.02273 (2023) - [i15]Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li:
Stability and Generalization of 𝓁p-Regularized Stochastic Learning for GCN. CoRR abs/2305.12085 (2023) - [i14]Shaogao Lv, Gang Wen, Shiyu Liu, Linsen Wei, Ming Li:
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix. CoRR abs/2307.02126 (2023) - [i13]Shiyu Liu, Shaogao Lv, Dun Zeng, Zenglin Xu, Hui Wang, Yue Yu:
Personalized Federated Learning via Amortized Bayesian Meta-Learning. CoRR abs/2307.02222 (2023) - [i12]Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang:
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data. CoRR abs/2311.00996 (2023) - 2022
- [j14]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): 6761 (2022) - [j13]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): 1393-1402 (2022) - [c30]Shiyu Liu, Guitao Cao, Yong Liu, Yan Li, Chunwei Wu, Xidong Xi:
Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning. IJCNN 2022: 1-8 - [i11]Dun Zeng, Shiyu Liu, Zenglin Xu:
Aggregating Gradients in Encoded Domain for Federated Learning. CoRR abs/2205.13216 (2022) - [i10]Shiyu Liu, Rohan Ghosh, Mehul Motani:
Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR abs/2212.06142 (2022) - [i9]Shiyu Liu, Mehul Motani:
Improving Mutual Information based Feature Selection by Boosting Unique Relevance. CoRR abs/2212.06143 (2022) - [i8]Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani:
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR abs/2212.06144 (2022) - [i7]Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani:
AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR abs/2212.06145 (2022) - 2021
- [j12]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): 365-379 (2021) - [j11]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): 1071-1081 (2021) - [j10]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): 23-38 (2021) - [j9]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): 5520-5534 (2021) - [c29]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: 26:1-26:6 - [c28]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: 178-183 - [c27]Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim:
Deep Learning in Latent Space for Video Prediction and Compression. CVPR 2021: 701-710 - [c26]Shiyu Liu, Julian Erskine, Abdelhamid Chriette, Isabelle Fantoni:
Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements. IROS 2021: 6329-6335 - [c25]Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu:
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. NeurIPS 2021: 5910-5920 - [c24]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: 47-63 - [c23]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: 778-782 - [c22]Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song:
Application Research of Formal Verification in Aerospace FPGA. QRS Companion 2021: 797-805 - [i6]Qingzhong Ai, Lirong He, Liangjian Wen, Shiyu Liu, Zenglin Xu:
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. CoRR abs/2107.09286 (2021) - [i5]Qingzhong Ai, Shiyu Liu, Zenglin Xu:
Kernel Selection for Stein Variational Gradient Descent. CoRR abs/2107.09338 (2021) - [i4]Shiyu Liu, Chong Min John Tan, Mehul Motani:
S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks. CoRR abs/2110.08764 (2021) - [i3]Shiyu Liu, Mehul Motani:
Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks. CoRR abs/2110.08770 (2021) - 2020
- [j8]Ping Lou, Shiyu Liu, Jianmin Hu, Ruiya Li, Zheng Xiao, Junwei Yan:
Intelligent Machine Tool Based on Edge-Cloud Collaboration. IEEE Access 8: 139953-139965 (2020) - [j7]Wei Li, Xujian Zhao, Shiyu Liu:
Traffic Accident Prediction Based on Multivariable Grey Model. Inf. 11(4): 184 (2020) - [c21]Shiyu Liu, Yangchunxiao Wang, Yonghe Zheng:
Computational Intelligence in Science Education. ICFET 2020: 34-38 - [c20]Shiyu Liu, Mehul Motani:
Exploring Unique Relevance for Mutual Information based Feature Selection. ISIT 2020: 2747-2752 - [c19]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: 1-2 - [c18]Shiyu Liu, Ming Lei, Min-Jian Zhao:
Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems. VTC Fall 2020: 1-5
2010 – 2019
- 2019
- [j6]Jin Pan, Shiyu Liu, Hongzhou Zhang, Jiangang Lu:
A Flexible Temperature Sensor Array with Polyaniline/Graphene-Polyvinyl Butyral Thin Film. Sensors 19(19): 4105 (2019) - [c17]Shiyu Liu, Jia Yao, Mehul Motani:
Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks. BIBM 2019: 437-444 - [c16]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: 1-4 - [c15]Jia Yao, Ming Lun Ong, Kar Kin Mun, Shiyu Liu, Mehul Motani:
Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis. CinC 2019: 1-4 - [c14]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: 549-564 - [i2]Shiyu Liu, Mehul Motani:
Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks. CoRR abs/1911.06621 (2019) - 2018
- [j5]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: 4654315:1-4654315:19 (2018) - [j4]Yaqian Zheng, Chunrong Li, Shiyu Liu, Weigang Lu:
An improved genetic approach for composing optimal collaborative learning groups. Knowl. Based Syst. 139: 214-225 (2018) - [c13]Shiyu Liu, Jia Yao, Chongyu Zhou, Mehul Motani:
SURI: Feature Selection Based on Unique Relevant Information for Health Data. BIBM 2018: 687-692 - [c12]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: 1-8 - [c11]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: 81-94 - [c10]Shiyu Liu, Haofeng Zhang:
ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation. PRICAI (1) 2018: 588-603 - [c9]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: 28 - [i1]Shiyu Liu, Mehul Motani:
Feature Selection Based on Unique Relevant Information for Health Data. CoRR abs/1812.00415 (2018) - 2017
- [j3]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: 183-193 (2017) - [c8]Yilong Geng, Shiyu Liu, Feiran Wang, Zi Yin, Balaji Prabhakar, Mendel Rosenblum:
Self-programming networks: Architecture and algorithms. Allerton 2017: 745-752 - [c7]Hirofumi Shinohara, Baikun Zheng, Yanhao Piao, Bo Liu, Shiyu Liu:
Analysis and reduction of SRAM PUF Bit Error Rate. VLSI-DAT 2017: 1-4 - 2016
- [c6]Shiyu Liu, Hao Nan, Nemat Dolatsha, Amin Arbabian:
Extracting dielectric spectroscopic properties from microwave-induced thermoacoustic signals. EMBC 2016: 3618-3621 - [c5]Shiyu Liu:
Toward an Integrated Framework of Scientific Reasoning. ICLS 2016 - [c4]Shiyu Liu:
Learning to Argue: The Role of Peer Assessment. ICLS 2016 - 2015
- [j2]Shiyu Liu:
Virtual Experiments or Worked Examples? How to Learn the Control of Variable Strategy. Technol. Knowl. Learn. 20(1): 27-41 (2015) - 2013
- [j1]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: 795962:1-795962:14 (2013) - [c3]Shiyu Liu:
Supporting Self-regulated Learning with Moodle Forums. CSCL (2) 2013: 303-304 - 2012
- [c2]Nan Liu, Shiyu Liu, Takeshi Yoshimura:
Wirelength driven I/O buffer placement for flip-chip with timing-constrained. APCCAS 2012: 631-634 - [c1]Shiyu Liu, Keisha Varma:
Improving Students' Scientific Reasoning Skills via Virtual Experiments and Worked Examples. ICLS 2012
Coauthor Index
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