Siyuan Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 220

Top Venues

CoRR

IEEE Trans. Knowl. Data Eng.

IEEE BigData

IEEE Access

Publications

Siyuan Liu, Yihua Ma, Zedong Zheng, Xinfu Pang, Bingyou Li
Insulator Defect Recognition Based on Vision Big-Model Transfer Learning and Stochastic Configuration Network. IET Signal Process. 2024 (2024)
Siyuan Liu, Xiang Yin, Dimos V. Dimarogonas, Majid Zamani
On Approximate Opacity of Stochastic Control Systems. CoRR (2024)
Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks. Inf. Fusion 110 (2024)
Haiyue Feng, Sixuan Du, Gaoxia Zhu, Yan Zou, Poh Boon Phua, Yuhong Feng, Haoming Zhong, Zhiqi Shen, Siyuan Liu
Leveraging Large Language Models for Automated Chinese Essay Scoring. AIED (1) (2024)
Siyuan Liu, Qi Yang, Long Zhang, Sanzhong Luo
Prediction with Physical Organic Chemistry Guided 3D Protein Representation. J. Chem. Inf. Model. 64 (11) (2024)
He Zhang, Siyuan Liu, Jiacheng You, Chang Liu, Shuxin Zheng, Ziheng Lu, Tong Wang, Nanning Zheng, Bin Shao
Overcoming the barrier of orbital-free density functional theory for molecular systems using deep learning. Nat. Comput. Sci. 4 (3) (2024)
Dengzhen Lu, Hengyi Li, Boyu Qiu, Siyuan Liu, Shuhan Qi
Chemical simulation teaching system based on virtual reality and gesture interaction. Virtual Real. Intell. Hardw. 6 (2) (2024)
Qingsi Lai, Lin Yao, Zhifeng Gao, Siyuan Liu, Hongshuai Wang, Shuqi Lu, Di He, Liwei Wang, Cheng Wang, Guolin Ke
End-to-End Crystal Structure Prediction from Powder X-Ray Diffraction. CoRR (2024)
Suiyan Wang, Jiaye Tian, Pengfei Liang, Xuefang Xu, Zhuoze Yu, Siyuan Liu, Delong Zhang
Single and simultaneous fault diagnosis of gearbox via wavelet transform and improved deep residual network under imbalanced data. Eng. Appl. Artif. Intell. 133 (2024)
Yuntao Mao, Ziwei Chen, Siyuan Liu, Yanfeng Li
Unveiling the potential: Exploring the predictability of complex exchange rate trends. Eng. Appl. Artif. Intell. 133 (2024)
Xin Fang, Siyuan Liu, Jun He
Research on the Application of Game Rank Mechanism in the Evaluation of Skill-Based Courses in Colleges and Universities. GEM (2024)
Siyuan Liu, Jixiong Yin, Ming Hao, Pengfei Liang, Yongqiang Zhang, Chao Ai, Wanlu Jiang
Fault diagnosis study of hydraulic pump based on improved symplectic geometry reconstruction data enhancement method. Adv. Eng. Informatics 61 (2024)
Gregorio Marchesini, Siyuan Liu, Lars Lindemann, Dimos V. Dimarogonas
Communication-Constrained STL Task Decomposition through Convex Optimization. CoRR (2024)
He Zhang, Chang Liu, Zun Wang, Xinran Wei, Siyuan Liu, Nanning Zheng, Bin Shao, Tie-Yan Liu
Self-Consistency Training for Hamiltonian Prediction. CoRR (2024)
Siyuan Liu, Yulong Zeng
Games in Public Announcement: How to Reduce System Losses in Optimistic Blockchain Mechanisms. CoRR (2024)
Wengang Li, Deli Zhou, Jiahao Zu, Siyuan Liu, Jun Liu
Predicted position-driven deep learning channel estimation for massive MIMO systems. Digit. Signal Process. 151 (2024)
Siyuan Liu, Qiqian Huang, Mingchen Li, Yunjie Wei
A new LASSO-BiLSTM-based ensemble learning approach for exchange rate forecasting. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Chunfeng Li, Xiping Xu, Siyuan Liu, Zhen Ren
A Method for Measuring Shaft Diameter Based on Light Stripe Image Enhancement. Sensors 24 (1) (2024)
Luyuan Xie, Manqing Lin, Siyuan Liu, ChenMing Xu, Tianyu Luan, Cong Li, Yuejian Fang, Qingni Shen, Zhonghai Wu
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation. CoRR (2024)
Siyuan Liu, Xin Fang, He Jun
Exploring Cognitive Learning Theory Application in Safety Education Games for Preschoolers. GEM (2024)
Yan Xiong, Siyuan Liu, Jianxiang Zhang, Mingxing Xu, Liang Guo
Nonlinear control strategies for 3-DOF control moment gyroscope using deep reinforcement learning. Neural Comput. Appl. 36 (12) (2024)
Siyuan Liu, Adnane Saoud, Dimos V. Dimarogonas
Controller Synthesis of Collaborative Signal Temporal Logic Tasks for Multi-Agent Systems via Assume-Guarantee Contracts. CoRR (2023)
Bingzhuo Zhong, Siyuan Liu, Marco Caccamo, Majid Zamani
Towards Trustworthy AI: Sandboxing AI-Based Unverified Controllers for Safe and Secure Cyber-Physical Systems. CDC (2023)
He Zhang, Siyuan Liu, Jiacheng You, Chang Liu, Shuxin Zheng, Ziheng Lu, Tong Wang, Nanning Zheng, Bin Shao
M-OFDFT: Overcoming the Barrier of Orbital-Free Density Functional Theory for Molecular Systems Using Deep Learning. CoRR (2023)
Yuzheng Cai, Siyuan Liu, Weiguo Zheng, Xuemin Lin
Towards Generating Hop-constrained s-t Simple Path Graphs. CoRR (2023)
Junyao Hou, Siyuan Liu, Xiang Yin, Majid Zamani
Abstraction-Based Verification of Approximate Preopacity for Control Systems. IEEE Control. Syst. Lett. 7 (2023)
Zehui Dong, Wenjing Liu, Siyuan Liu, Xingzhi Chen
Addressing Class Variable Imbalance in Federated Semi-supervised Learning. CoRR (2023)
Jingxuan Zhang, Siyuan Liu, Lina Gong, Haoxiang Zhang, Zhiqiu Huang, He Jiang
BEQAIN: An Effective and Efficient Identifier Normalization Approach With BERT and the Question Answering System. IEEE Trans. Software Eng. 49 (4) (2023)
Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI. IPMI (2023)
Guangyin Guo, Yuanying Meng, Xin Wang, Botao Zheng, Siyuan Liu
Analysis of Omni-directional Collision and Study of Influence Law of Cable-stayed Bridge Barriers. ICBAR (2023)
Pengli Zhu, Siyuan Liu, Yancheng Liu, Pew-Thian Yap
METER: Multi-task efficient transformer for no-reference image quality assessment. Appl. Intell. 53 (24) (2023)
Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning. CoRR (2023)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Siyuan Liu, Ziang Li, Wen Sun, Chao Ai, Weizhe Zhang, Yongqiang Zhang, Zilong Chen
A Mixed Lubrication Model for Predicting the Lubrication Performance Degradation Behavior of Slipper Pair in Early Wear Failure. IEEE Access 11 (2023)
Xiaoyang Chen, Jinjian Wu, Wenjiao Lyu, Yicheng Zou, Kim-Han Thung, Siyuan Liu, Ye Wu, Sahar Ahmad, Pew-Thian Yap
Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning. CoRR (2023)
Shuaiqi Liu, Siyu Miao, Siyuan Liu, Bing Li, Weiming Hu, Yu-Dong Zhang
Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
R. Zhang, Bon Kyung Ku, Yong Wang, Xuanwu Yue, Siyuan Liu, K. Li, Huamin Qu
: Visual Profiling of Fund Investment Styles. Comput. Graph. Forum 42 (6) (2023)
Yi-Jen (Ian) Ho, Siyuan Liu, Lei Wang
Fun Shopping: A Randomized Field Experiment on Gamification. Inf. Syst. Res. 34 (2) (2023)
Bingzhuo Zhong, Siyuan Liu, Marco Caccamo, Majid Zamani
Secure-by-Construction Synthesis for Control Systems. CoRR (2023)
Siyuan Liu, Chao Sun
Master-Slave Control System for Virtual-Physical Interactions Using Hands. Sensors 23 (16) (2023)
Chaolun Wang, Jiaxing Yang, Xiaolu Han, Jianrui Ma, Siyuan Liu, Pengwei Ma
Research on Distributed Database Stability Testing Platform based on Chaos Engineering. TrustCom (2023)
Yuzheng Cai, Siyuan Liu, Weiguo Zheng, Xuemin Lin
Towards Generating Hop-constrained s-t Simple Path Graphs. Proc. ACM Manag. Data 1 (1) (2023)
Shikang Tian, Shuaiqi Liu, Yuhang Zhao, Siyuan Liu, Shuhuan Zhao, Jie Zhao
TU-Former: A Hybrid U-Shaped Transformer Network for SAR Image Denoising. PRCV (11) (2023)
Zegang Ding, Guanxing Wang, Tianyi Zhang, Siyuan Liu, Yangkai Wei, Tao Zeng
A Parametric 3-D ISAR Imaging Method of Celestial Target Under Low SNR. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Junyao Hou, Siyuan Liu, Xiang Yin, Majid Zamani
Abstraction-Based Synthesis of Controllers for Approximate Opacity. CDC (2023)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
CCGL: Contrastive Cascade Graph Learning. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zhou Chen, Na Zhai, Siyuan Liu
Intelligent Selection Mechanism for Grazing Strategies towards Sustainable Grassland Development. MLMI (2023)
Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap
SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI. MICCAI (8) (2023)
Yong Zeng, Siyuan Liu, Zhiwei Xu, Jie Tian
Theoretical Analysis of Impact of Delayed Updates on Decentralized Federated Learning. CoRR (2023)
Siyuan Liu, Yang Tian, Xuzhen Zhu
Behavioral Propagation Based on Passionate Psychology on Single Networks with Limited Contact. Entropy 25 (2) (2023)
Chunfeng Li, Xiping Xu, Zhen Ren, Siyuan Liu
Research on Visual Measurement of Aperture and Hole Group Center Distance Based on Geometric Constraint. Symmetry 15 (6) (2023)
Guanxing Wang, Yangkai Wei, Zegang Ding, Pengjie You, Siyuan Liu, Tianyi Zhang
Multi-Dimensional Spread Target Detection with Across Range-Doppler Unit Phenomenon Based on Generalized Radon-Fourier Transform. Remote. Sens. 15 (8) (2023)
Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong
Semi-Supervised Anomaly Detection Via Neural Process. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Pengli Zhu, Yancheng Liu, Yuanquan Wen, Minyi Xu, Xianping Fu, Siyuan Liu
Unsupervised underwater image enhancement via content-style representation disentanglement. Eng. Appl. Artif. Intell. 126 (2023)
Chunyan Zhang, Siyuan Liu, Zhijie Wang, Franz J. Weissing, Jianlei Zhang
The "self-bad, partner-worse" strategy inhibits cooperation in networked populations. Inf. Sci. 585 (2022)
Pengfei Liang, Wenhui Wang, Xiaoming Yuan, Siyuan Liu, Lijie Zhang, Yiwei Cheng
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment. Eng. Appl. Artif. Intell. 115 (2022)
Siyuan Liu, Adnane Saoud, Pushpak Jagtap, Dimos V. Dimarogonas, Majid Zamani
Compositional Synthesis of Signal Temporal Logic Tasks via Assume-Guarantee Contracts. CDC (2022)
Yingying Duan, Wencong Wu, Liwei Liu, Siyuan Liu, Peng Liang, Yungang Zhang
DTTrack: Target Tracking Algorithm Combining DaSiamRPN Tracker and Transformer Tracker. ACAI (2022)
Jiahao Lin, Siyuan Liu, Marvin Bergsneider, J. Rock Hadley, Giyarpuram N. Prashant, Sophie Peeters, Robert N. Candler, Kyung Hyun Sung
A Miniature Flexible Coil for High-SNR MRI of the Pituitary Gland. IEEE Access 10 (2022)
Zegang Ding, Siyuan Liu, Yinchuan Li, Peng-Jie You, Xu Zhou
Parametric Translational Compensation for ISAR Imaging Based on Cascaded Subaperture Integration With Application to Asteroid Imaging. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. CoRR (2022)
Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34 (3) (2022)
Wenjin Xie, Siyuan Liu, Xiaomeng Wang, Tao Jia
Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives. CoRR (2022)
Kai Xu, Siyuan Liu, Ziyi Wang, Guo Zhang, Yingying Li, Bocai Wu
Geometric Auto-Calibration of SAR Images Utilizing Constraints of Symmetric Geometry. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Junyao Hou, Siyuan Liu, Xiang Yin, Majid Zamani
Abstraction-Based Verification of Approximate Pre-Opacity for Control Systems. CoRR (2022)
Zhiqi Zhang, Zhuo Qu, Siyuan Liu, Dehua Li, Jinshan Cao, Guangqi Xie
Expandable On-Board Real-Time Edge Computing Architecture for Luojia3 Intelligent Remote Sensing Satellite. Remote. Sens. 14 (15) (2022)
Xinyi Zhao, Siyuan Liu, Yikai Wang, Yanwei Fu
FFD Augmentor: Towards Few-Shot Oracle Character Recognition from Scratch. ACCV (5) (2022)
Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs. CoRR (2022)
Yi Lin, Siyuan Liu, Lei Yan, Kai Yan, Yelu Zeng, Bin Yang
Improving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validation. CoRR (2022)
Qi Shao, Yanling Zhao, Wei Li, Guijun Han, Guangchao Hou, Chaoliang Li, Siyuan Liu, Yantian Gong, Hanyu Liu, Ping Qu
A Simple Statistical Intra-Seasonal Prediction Model for Sea Surface Variables Utilizing Satellite Remote Sensing. Remote. Sens. 14 (5) (2022)
Pengli Zhu, Siyuan Liu, Tao Jiang, Yancheng Liu, Xuzhou Zhuang, Zhenrui Zhang
Autonomous Reinforcement Control of Visual Underwater Vehicles: Real-Time Experiments Using Computer Vision. IEEE Trans. Veh. Technol. 71 (8) (2022)
Shadi Tasdighi Kalat, Siyuan Liu, Majid Zamani
Modular Verification of Opacity for Interconnected Control Systems via Barrier Certificates. IEEE Control. Syst. Lett. 6 (2022)
Siyuan Liu, Adnane Saoud, Pushpak Jagtap, Dimos V. Dimarogonas, Majid Zamani
Compositional Synthesis of Signal Temporal Logic Tasks via Assume-Guarantee Contracts. CoRR (2022)
Shaojie Tang, Siyuan Liu, Xu Han, Yu Qiao
Toward Robust Monitoring of Malicious Outbreaks. INFORMS J. Comput. 34 (2) (2022)
Siyuan Liu, Ashutosh Trivedi, Xiang Yin, Majid Zamani
Secure-by-construction synthesis of cyber-physical systems. Annu. Rev. Control. 53 (2022)
Xiaoyan Liu, Zehui Dong, Zhiwei Xu, Siyuan Liu, Jie Tian
Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles. CoRR (2022)
Hao Guan, Siyuan Liu, Weili Lin, Pew-Thian Yap, Mingxia Liu
Fast Image-Level MRI Harmonization via Spectrum Analysis. MLMI@MICCAI (2022)
Siyuan Liu, Ashutosh Trivedi, Xiang Yin, Majid Zamani
Secure-by-Construction Synthesis of Cyber-Physical Systems. CoRR (2022)
Siyuan Liu, Yusong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu, Tong Wang
Improved drug-target interaction prediction with intermolecular graph transformer. Briefings Bioinform. 23 (5) (2022)
Lei Yan, Yanfei Li, Wei Chen, Yi Lin, Feizhou Zhang, Taixia Wu, Jouni Peltoniemi, Hongying Zhao, Siyuan Liu, Zihan Zhang
Temporal and Spatial Characteristics of the Global Skylight Polarization Vector Field. Remote. Sens. 14 (9) (2022)
Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu
Maximizing the Utility in Location-Based Mobile Advertising. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Shadi Tasdighi Kalat, Siyuan Liu, Majid Zamani
Verification of approximate infinite-step opacity using barrier certificates. ECC (2022)
Siyuan Liu, Ding Wang, Mao Yang, Zhongjiang Yan, Bo Li
A Channel Reservation Mechanism in IEEE 802.11be for Multi-cell Scenarios. SGIoT (2022)
Shuaiqi Liu, Siyuan Liu, Shichong Zhang, Bing Li, Weiming Hu, Yu-Dong Zhang
SSAU-Net: A Spectral-Spatial Attention-Based U-Net for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenjin Xie, Siyuan Liu, Xiaomeng Wang, Tao Jia
Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives. ICTAI (2022)
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. INISTA (2022)
Siyuan Liu, Majid Zamani
Verification of Approximate Opacity via Barrier Certificates. CoRR (2021)
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
CCGL: Contrastive Cascade Graph Learning. CoRR (2021)
Yoonmi Hong, Sahar Ahmad, Ye Wu, Siyuan Liu, Pew-Thian Yap
Vox2Surf: Implicit Surface Reconstruction from Volumetric Data. MLMI@MICCAI (2021)
Jianwei Miao, Qingchang Tan, Shun Wang, Siyuan Liu, Bosen Chai, Xianbao Li
A Vision Measurement Method for the Gear Shaft Radial Runout With Line Structured Light. IEEE Access 9 (2021)
Siyuan Liu, Majid Zamani
Verification of Approximate Opacity via Barrier Certificates. ACC (2021)
Orcun Yalcin, Xiuyi Fan, Siyuan Liu
Evaluating the Correctness of Explainable AI Algorithms for Classification. CoRR (2021)
Weiguo Wang, Sourav S. Bhowmick, Hui Li, Shafiq R. Joty, Siyuan Liu, Peng Chen
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans. SIGMOD Conference (2021)
Siyuan Liu, Jingxuan Zhang, Jiahui Liang, Junpeng Luo, Yong Xu, Chenxing Sun
CHIS: A Novel Hybrid Granularity Identifier Splitting Approach. APSEC (2021)
Siyuan Liu, Yusong Wang, Tong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu
Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer. CoRR (2021)
Siyuan Liu, Luiz Fernando Capretz
An Analysis of Testing Scenarios for Automated Driving Systems. SANER (2021)
Siyuan Liu, Pew-Thian Yap
Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms. CoRR (2021)
Qingchang Tan, Ying Kou, Jianwei Miao, Siyuan Liu, Bosen Chai
A Model of Diameter Measurement Based on the Machine Vision. Symmetry 13 (2) (2021)
Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap
Learning MRI artefact removal with unpaired data. Nat. Mach. Intell. 3 (1) (2021)

Siyuan Liu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Siyuan Liu