Shu Liu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 107

Top Venues

CoRR

Remote. Sens.

IEEE Trans. Neural Networks Learn. Syst.

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia
Optimizing LLM Queries in Relational Workloads. CoRR (2024)
Hancheng Ren, Bo Pang, Ping Bai, Gang Zhao, Shu Liu, Yuanyuan Liu, Min Li
Flood Susceptibility Assessment with Random Sampling Strategy in Ensemble Learning (RF and XGBoost). Remote. Sens. 16 (2) (2024)
Shu Liu, Xinzhe Zuo, Stanley J. Osher, Wuchen Li
Numerical analysis of a first-order computational algorithm for reaction-diffusion equations via the primal-dual hybrid gradient method. CoRR (2024)
Yanni Hu, Ziyang Hu, Wenjing Liu, Antian Gao, Shanhui Wen, Shu Liu, Zitong Lin
Exploring the potential of ChatGPT as an adjunct for generating diagnosis based on chief complaint and cone beam CT radiologic findings. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Shu Liu, Jinsong Liu, Honglu Xu, Haoyue Sun, Fuqian Wang, Jiaxi Zhu
Flexible grounding system fault location method based on steady state projection. IEICE Electron. Express 21 (8) (2024)
Yijie Jin, Shu Liu, Hao Wu, Xiaojing Ye, Haomin Zhou
Parameterized Wasserstein Gradient Flow. CoRR (2024)
Jianbo Cui, Shu Liu, Haomin Zhou
A supervised learning scheme for computing Hamilton-Jacobi equation via density coupling. CoRR (2024)
Nan Lu, Shu Liu, Qingsong Wen, Qiming Chen, Liang Sun, Yi Wang
Federated Domain Separation for Distributed Forecasting of Non-IID Household Loads. IEEE Trans. Smart Grid 15 (4) (2024)
Xinzhe Zuo, Jiaxi Zhao, Shu Liu, Stanley J. Osher, Wuchen Li
Numerical Analysis on Neural Network Projected Schemes for Approximating One Dimensional Wasserstein Gradient Flows. CoRR (2024)
Sarah Wooders, Shu Liu, Paras Jain, Xiangxi Mo, Joseph E. Gonzalez, Vincent Liu, Ion Stoica
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud. NSDI (2024)
Haomin Tang, Shu Liu, Weijie Tan, Lingling Fu, Ming Yan, Hongchao Feng
Prediction of midpalatal suture maturation stage based on transfer learning and enhanced vision transformer. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Chongchong Yu, Shunan Li, Wenbin Feng, Tong Zheng, Shu Liu
SACA-fusion: a low-light fusion architecture of infrared and visible images based on self- and cross-attention. Vis. Comput. 40 (5) (2024)
Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. J. Comput. Phys. 500 (2024)
Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Man Lan
BIBench: Benchmarking Data Analysis Knowledge of Large Language Models. CoRR (2024)
Jiayue Sun, Zilong Tan, Shu Liu, Huaguang Zhang, Wenyu Chuo
Fully Distributed Event-Driven Coordination With Actuator Faults. IEEE Trans. Cybern. 53 (10) (2023)
Yaxiong He, Yong Zhang, Chuan Ke, Qifan Wen, Shu Liu, Dongye Zhao, Min Xu, Tao Xu, Yong Zhao
Optical Scanning Analysis of Static Samples by Compact Laser Induced Breakdown Spectroscopy. IEEE Trans. Instrum. Meas. 72 (2023)
Shuai Yang, Yukang Chen, Luozhou Wang, Shu Liu, Yingcong Chen
Denoising Diffusion Step-aware Models. CoRR (2023)
Shu Liu, Jiaheng Wang, Jiamin Chen, Jianliang Gao, Yuhui Zhong
TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction. CIKM (2023)
Shu Liu, Bo Wang, Huaxiong Li, Chunlin Chen, Zhi Wang
Continual portfolio selection in dynamic environments via incremental reinforcement learning. Int. J. Mach. Learn. Cybern. 14 (1) (2023)
Shu Liu, Jiayue Sun, Huaguang Zhang, Meina Zhai
Fully Distributed Event-Driven Adaptive Consensus of Unknown Linear Systems. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Bohao Peng, Zhuotao Tian, Xiaoyang Wu, Chengyao Wang, Shu Liu, Jingyong Su, Jiaya Jia
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation. CVPR (2023)
Fan Lu, Guang Chen, Yinlong Liu, Lijun Zhang, Sanqing Qu, Shu Liu, Rongqi Gu, Changjun Jiang
HRegNet: A Hierarchical Network for Efficient and Accurate Outdoor LiDAR Point Cloud Registration. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Shu Liu, Dalin Qin, Yi Wang
Rank Load Forecasting Performances of Multiple Datasets. iSPEC (2023)
Shu Liu, Fareeda Cassumbhoy, Louie Wong, Robert M. Davison
Spearheading Digital Transformation: The Role of the Chief Digital Officer. PACIS (2023)
Jiaojiao Fan, Shu Liu, Shaojun Ma, Haomin Zhou, Yongxin Chen
Neural Monge Map estimation and its applications. Trans. Mach. Learn. Res. 2023 (2023)
Shuai Yang, Zhifei Chen, Pengguang Chen, Xi Fang, Shu Liu, Yingcong Chen
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics. CoRR (2023)
Jianbo Cui, Shu Liu, Haomin Zhou
Optimal Control for Stochastic Nonlinear Schrödinger Equation on Graph. SIAM J. Control. Optim. 61 (4) (2023)
Hao Wu, Shu Liu, Xiaojing Ye, Haomin Zhou
Parameterized Wasserstein Hamiltonian Flow. CoRR (2023)
Qi Feng, Shu Liu, Junxiang Peng, Ting Yan, Hong Zhu, Zhi-jun Zheng, Hong-chao Feng
Deep learning-based automatic sella turcica segmentation and morphology measurement in X-ray images. BMC Medical Imaging 23 (1) (2023)
Luozhou Wang, Shuai Yang, Shu Liu, Yingcong Chen
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation. CoRR (2023)
Shu Liu, Yongnan Jin, Harry Lu, Shangqing Zhao, Man Lan, Yuefeng Chen, Hao Yuan
CCC: Chinese Commercial Contracts Dataset for Documents Layout Understanding. NLPCC (2) (2023)
Shu Liu, Zhiqiang Ye, Jian Liao, Jinxin Wu, Zhao Li
Unsupervised Product Title Optimization Based on Search Behavior Knowledge in E-commerce. IJCNN (2023)
Shu Liu, Richard Frank, Noelle Warkentin
Drugs for Sale! An Analysis and Estimation of Drug Products on the Cryptomarket Ecosystem. HICSS (2023)
Luozhou Wang, Shuai Yang, Shu Liu, Ying-Cong Chen
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation. ICCV (2023)
Shu Liu, Zhengguang Chen, Feng Jiao
Detection of maize seed germination rate based on improved locally linear embedding. Comput. Electron. Agric. 204 (2023)
Jianbo Cui, Shu Liu, Haomin Zhou
Wasserstein Hamiltonian Flow with Common Noise on Graph. SIAM J. Appl. Math. 83 (2) (2023)
Feng Zhang, Rui Bao, Congqi Dai, Wanlu Zhang, Shu Liu, Ruiqian Guo
Enhancing the machine vision performance with multi-spectral light sources. CoRR (2023)
Jiayi Chen, Nihal Sharma, Tarannum Khan, Shu Liu, Brian Chang, Aditya Akella, Sanjay Shakkottai, Ramesh K. Sitaraman
Darwin: Flexible Learning-based CDN Caching. SIGCOMM (2023)
Shu Liu, Yanfeng Wu, Guangxin Zhang, Nan Lin, Zihao Liu
Comparing Water Indices for Landsat Data for Automated Surface Water Body Extraction under Complex Ground Background: A Case Study in Jilin Province. Remote. Sens. 15 (6) (2023)
Shu Liu, Cameron Lai, Fujio Toriumi
HyperS2V: A Framework for Structural Representation of Nodes in Hyper Networks. CoRR (2023)
Shu Liu, Siting Liu, Stanley J. Osher, Wuchen Li
A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method. CoRR (2023)
Shu Liu, Dongpo Liu
Discrete-Time Differential Dynamic Programming on SO(3) With Pose Constraints. IEEE Access 10 (2022)
Beiji Zou, Yue Zhang, Min Wang, Shu Liu
Toward Efficient Image Denoising: A Lightweight Network with Retargeting Supervision Driven Knowledge Distillation. CGI (2022)
Laxmi Pandey, Debjyoti Paul, Pooja Chitkara, Yutong Pang, Xuedong Zhang, Kjell Schubert, Mark Chou, Shu Liu, Yatharth Saraf
Improving Data Driven Inverse Text Normalization using Data Augmentation. CoRR (2022)
Jianbo Cui, Shu Liu, Haomin Zhou
Optimal control for stochastic nonlinear Schrodinger equation on graph. CoRR (2022)
Shu Liu, Fujio Toriumi, Xin Zeng, Mao Nishiguchi, Kenta Nakai
SignedS2V: Structural Embedding Method for Signed Networks. COMPLEX NETWORKS (1) (2022)
Sheng-Hui Liao, Chun-lin Peng, Shu Liu, Chao Xiong, Li-hong Liu
A multiview-based automatic method for 3D fracture line extraction. Biomed. Signal Process. Control. 77 (2022)
Shu Liu
Visual Analysis of Su Shi Literature Database in Programming with R Language and Ucinet and Citespace Software. ICSED (2022)
Shu Liu, Yanlei Shang
Federated Learning with Anomaly Client Detection and Decentralized Parameter Aggregation. DSN Workshops (2022)
Shu Liu, Jiayue Sun, Huaguang Zhang, Meina Zhai
Coordination for Lur'e Multiagent Systems: Fully Distributed Event-Driven Approach With Single-Event Monitoring Condition. IEEE Trans. Circuits Syst. II Express Briefs 69 (12) (2022)
Huiwen Tian, Shu Liu, Wenbo Zhu, Junhua Zhang, Yaping Zheng, Jiaqi Shi, Rutian Bi
Deciphering the Drivers of Net Primary Productivity of Vegetation in Mining Areas. Remote. Sens. 14 (17) (2022)
Shu Liu, Wuchen Li, Hongyuan Zha, Haomin Zhou
Neural Parametric Fokker-Planck Equation. SIAM J. Numer. Anal. 60 (3) (2022)
Meina Zhai, Qiuye Sun, Rui Wang, Bingyu Wang, Shu Liu, Huaguang Zhang
Fully Distributed Fault-Tolerant Event-Triggered Control of Microgrids Under Directed Graphs. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Xianhe Wang, Bo Wang, Shu Liu, Huaxiong Li, Tianxing Wang, Junzo Watada
Fuzzy portfolio selection based on three-way decision and cumulative prospect theory. Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Shu Liu, Kevin Koch, Zimu Zhou, Martin Maritsch, Xiaoxi He, Elgar Fleisch, Felix Wortmann
Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. IEEE Internet Things J. 9 (14) (2022)
Shu Liu, Fujio Toriumi, Mao Nishiguchi, Shohei Usui
A flexible framework for multiple-role discovery in real networks. Appl. Netw. Sci. 7 (1) (2022)
Shu Liu, Enquan Huang, Yan Xu, Kexuan Wang, Deepak Kumar Jain
Computation of facial attractiveness from 3D geometry. Soft Comput. 26 (19) (2022)
Shu Liu, Enquan Huang, Yan Xu, Kexuan Wang, Xiaoyan Kui, Tao Lei, Hongying Meng
Lightweight Facial Attractiveness Prediction Using Dual Label Distribution. CoRR (2022)
Shu Liu, Qi Li, Dajing Shang, Rui Tang, Qingming Zhang
Measurement of Underwater Acoustic Energy Radiated by Single Raindrops. Sensors 21 (8) (2021)
Kevin Koch, Verena Tiefenbeck, Shu Liu, Thomas Berger, Elgar Fleisch, Felix Wortmann
Taking Mental Health & Well-Being to the Streets: An Exploratory Evaluation of In-Vehicle Interventions in the Wild. CHI (2021)
Shu Liu, Shaojun Ma, Yongxin Chen, Hongyuan Zha, Haomin Zhou
Learning High Dimensional Wasserstein Geodesics. CoRR (2021)
Shu Liu, Kevin Koch, Zimu Zhou, Simon Föll, Xiaoxi He, Tina Menke, Elgar Fleisch, Felix Wortmann
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Fuchang Han, Shenghui Liao, Renzhong Wu, Shu Liu, Yuqian Zhao, Xiantao Shen
Radiological Identification of Hip Joint Centers from X-ray Images Using Fast Deep Stacked Network and Dynamic Registration Graph. ICANN (3) (2021)
Shaojun Ma, Shu Liu, Hongyuan Zha, Haomin Zhou
Learning Stochastic Behaviour from Aggregate Data. ICML (2021)
Detian Zeng, Jingjia Shi, Jun Zhan, Shu Liu
A fast and global search method for grasping pose optimization in manufacturing. J. Intell. Fuzzy Syst. 41 (1) (2021)
Hui Ying, Zhaojin Huang, Shu Liu, Tianjia Shao, Kun Zhou
EmbedMask: Embedding Coupling for Instance Segmentation. IJCAI (2021)
Jiaojiao Fan, Shu Liu, Shaojun Ma, Yongxin Chen, Haomin Zhou
Scalable Computation of Monge Maps with General Costs. CoRR (2021)
Kevin Koch, Varun Mishra, Shu Liu, Thomas Berger, Elgar Fleisch, David Kotz, Felix Wortmann
When Do Drivers Interact with In-Vehicle Well-being Interventions?: An Exploratory Analysis of a Longitudinal Study on Public Roads. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Shaobo Chen, Yinzhen Pi, Haiyan Gong, Huaijun Wang, Shu Liu
Single-Photon Emission Computed Tomography Image-Assisted Diagnosis of Thyroid Diseases under Convolutional Network Neural Algorithm. Sci. Program. 2021 (2021)
Fuchang Han, Shenghui Liao, Yiyong Jiang, Shu Liu, Yuqian Zhao, Xiantao Shen
Adaptive Prediction of Hip Joint Center from X-ray Images Using Generalized Regularized Extreme Learning Machine and Globalized Bounded Nelder-Mead Strategy. PRICAI (1) (2021)
Shu Liu, Yanlei Shang
Secure Resource Sharing on Hyperledger Fabric based on CP-ABE. ICBCT (2021)
Fuchang Han, Shenghui Liao, Renzhong Wu, Shu Liu, Yuqian Zhao, Yu Xie
Explainable Predictions of Renal Cell Carcinoma with Interpretable Tree Ensembles from Contrast-enhanced CT Images. IJCNN (2021)
Shu Liu, Qiang Wu
Pairwise Learning for Imbalanced Data Classification. CSCI (2021)
Shu Liu, Fujio Toriumi, Mao Nishiguchi, Shohei Usui
Multiple Role Discovery in Complex Networks. COMPLEX NETWORKS (2021)
Fan Lu, Guang Chen, Yinlong Liu, Lijun Zhang, Sanqing Qu, Shu Liu, Rongqi Gu
HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration. CoRR (2021)
Shu Liu, Haodong Sun, Hongyuan Zha
A Particle-Evolving Method for Approximating the Optimal Transport Plan. GSI (2021)
Fan Lu, Guang Chen, Yinlong Liu, Lijun Zhang, Sanqing Qu, Shu Liu, Rongqi Gu
HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration. ICCV (2021)
Haolei Ye, Shu Liu, Wei Xiao, Eric C. McCreath, Xinzhuang Zhang
A Multi-Threaded Accelerated Drug Combination Pathway Network Implementation. ISPA/BDCloud/SocialCom/SustainCom (2020)
Chuanfu Xu, Xi Wang, Shu Liu, Shizhao Chen, Yu Lin
基于Python的大规模高性能LBM多相流模拟 (Large-scale High-performance Lattice Boltzmann Multi-phase Flow Simulations Based on Python). 计算机科学 47 (1) (2020)
Shu Liu, Nick Barnes, Robert E. Mahony, Haolei Ye
Network-based structure flow estimation. DICTA (2020)
Shu Liu, Wei Li, Yunfang Wu, Qi Su, Xu Sun
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks. CoRR (2020)
Kevin Koch, Shu Liu, Thomas Berger, Felix Wortmann
Towards the Healing Car: Investigating the Potential of Psychotherapeutic In-vehicle Interventions. ECIS (2020)
Shu Liu, Jia-Li He, Sheng-Hui Liao
Automatic Detection of Anatomical Landmarks on Geometric Mesh Data using Deep Semantic Segmentation. ICME (2020)
Shumpei Kikuta, Fujio Toriumi, Mao Nishiguchi, Shu Liu, Tomoki Fukuma, Takanori Nishida, Shohei Usui
Framework for role discovery using transfer learning. Appl. Netw. Sci. 5 (1) (2020)
Huimin Wang, Shu Liu, Shuang Wu, Liyan Guo, Tingna Shi
Optimal Design of Permanent Magnet Structure to Reduce Unbalanced Magnetic Pull in Surface-Mounted Permanent-Magnet Motors. IEEE Access 8 (2020)
Shaojun Ma, Shu Liu, Hongyuan Zha, Haomin Zhou
Learning Stochastic Behaviour of Aggregate Data. CoRR (2020)
Shu Liu, Wuchen Li, Hongyuan Zha, Haomin Zhou
Neural Parametric Fokker-Planck Equations. CoRR (2020)
Hui Zhang, Shu Liu, Longxiang Yang, Hongbo Zhu
Energy efficient resource matching algorithm for multi-homing services in dynamic wireless environment. Wirel. Networks 26 (2) (2020)
Sheng-Hui Liao, Chao Xiong, Shu Liu, Yingqi Zhang, Chun-lin Peng
3D object reassembly using region-pair-relation and balanced cluster tree. Comput. Methods Programs Biomed. 197 (2020)
Shu Liu, Jingjing Xu, Xuancheng Ren
Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network Based on HowNet. NLPCC (1) (2019)
Shu Liu, Kevin Koch, Bernhard Gahr, Felix Wortmann
Brake Maneuver Prediction - An Inference Leveraging RNN Focus on Sensor Confidence. ITSC (2019)
Wuchen Li, Shu Liu, Hongyuan Zha, Haomin Zhou
Parametric Fokker-Planck Equation. GSI (2019)
Yingbai Hu, Guang Chen, Xiangyu Ning, Jinhu Dong, Shu Liu, Alois C. Knoll
Mobile Robot Learning from Human Demonstrations with Nonlinear Model Predictive Control. IROS (2019)
Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann
Driver Identification via the Steering Wheel. CoRR (2019)
Hui Ying, Zhaojin Huang, Shu Liu, Tianjia Shao, Kun Zhou
EmbedMask: Embedding Coupling for One-stage Instance Segmentation. CoRR (2019)
Chao Zheng, Shaorong Wang, Yilu Liu, Chengxi Liu, Wei Xie, Chen Fang, Shu Liu
A Novel Equivalent Model of Active Distribution Networks Based on LSTM. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Shu Liu, Jo Plested
Structure simplification of neural network for smile classification. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Bernhard Gahr, Katherine Caves, Junhan Wen, Kevin Koch, Shu Liu, Felix Wortmann
The Costs of Traffic Accident Hotspots. ITSC (2019)
Jun Li, Ge'an Wu, Qiang Fu, Heng'an Ge, Shu Liu, Xiaolong Li, Biao Cheng
shikimate dehydrogenase: A combined QM/MM and MD simulations. Comput. Biol. Chem. 83 (2019)
Shu Liu, Jingjing Xu, Xuancheng Ren, Xu Sun
Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shu Liu