Ran Liu

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 123

Top Venues

CoRR

IEEE Access

NeurIPS

Comput. Electron. Agric.

Publications

Jingyun Xiao, Ran Liu, Eva L. Dyer
GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings. ICLR (2024)
Xiyu Bao, Yulong Bian, Meng Qi, Ran Liu, Wei Gai, Juan Liu, Hongqiu Luan, Chenglei Yang, Yu Wang
A toolkit for automatically generating and modifying VR hierarchy tile menus. Comput. Animat. Virtual Worlds 35 (1) (2024)
Ran Liu, Hui Wang, Wuquan Li
Prescribed-time stabilization and inverse optimal control of stochastic high-order nonlinear systems. Sci. China Inf. Sci. 67 (2) (2024)
Feifan Tong, Ran Liu, Guodong Yin, Sunan Zhang, Weichao Zhuang
Multi-policy Soft Actor-Critic Reinforcement Learning for Autonomous Racing. AMC (2024)
Hua Shi, Ya-Xuan Yu, Ran Liu, Hu-Chen Liu
Probabilistic Linguistic Petri Nets for Knowledge Representation and Acquisition With Dynamic Consensus Reaching Process. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath, Zsolt Kira, Eva L. Dyer
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration. WACV (2024)
Zhiwei Rao, Xinyi Shan, Yue Liao, Zuxin Jin, Runze Lin, Xugao Cui, Ran Liu, Pengfei Tian
High-bandwidth GaN Substrate Single-Pixel Blue Micro-LED Toward 10 Gbps Visible Light Communication. OFC (2024)
Ming Liu, Ran Liu, Ye Zhu, Hua Wang, Youyang Qu, Rongsheng Li, Yongpan Sheng, Wray L. Buntine
A Survey on the Real Power of ChatGPT. CoRR (2024)
Jingping Nie, Ran Liu, Behrooz Mahasseni, Erdrin Azemi, Vikramjit Mitra
Model-driven Heart Rate Estimation and Heart Murmur Detection based on Phonocardiogram. CoRR (2024)
Chiraag Kaushik, Ran Liu, Chi-Heng Lin, Amrit Khera, Matthew Y. Jin, Wenrui Ma, Vidya Muthukumar, Eva L. Dyer
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance. CoRR (2024)
Siwei Ma, Xuedong Yan, Jingsi Yang, Ran Liu
Influence of in-Vehicle Audio Warning on Drivers' Eye-Movement and Behavior at Flashing Light-Controlled Grade Crossings. Hum. Factors 66 (3) (2024)
Xinying Wang, Ran Liu
Research and Application of WAPI Technology Based on Power Systems. PEAI (2024)
Ran Liu, Ming Liu, Min Yu, He Zhang, Jianguo Jiang, Gang Li, Weiqing Huang
SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization. ACL (Findings) (2024)
Ran Liu, Robert J. Joyce, Cynthia Matuszek, Charles Nicholas
Evaluating Representativeness in PDF Malware Datasets: A Comparative Study and a New Dataset. BigData (2023)
Liu Cheng, Shengqiong Luo, Baozhu Li, Ran Liu, Yuan Zhang, Haibo Zhang
Multiple-instance learning for EEG based OSA event detection. Biomed. Signal Process. Control. 80 (Part) (2023)
Ran Liu, Ellen L. Zippi, Hadi Pouransari, Christopher M. Sandino, Jingping Nie, Hanlin Goh, Erdrin Azemi, Ali Moin
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals. CoRR (2023)
Ran Liu, Xiang Liu, Jie Wu
Persistent Path-Spectral (PPS) Based Machine Learning for Protein-Ligand Binding Affinity Prediction. J. Chem. Inf. Model. 63 (3) (2023)
Ran Liu, Charles Nicholas
IMCDCF: An Incremental Malware Detection Approach Using Hidden Markov Models. CoRR (2023)
Yu-Ming Lin, Hung-Wei Wu, Jia-Hao Lin, Wei-Chen Tien, Cheng-Yuan Hung, Shoou-Jinn Chang, Ran Liu
High-Quality Nanocrystalline Silicon (nc-Si:H) Thin Film With Mixed-Phase and Its Application of Circulating Tumor Cell DEP Biochip. IEEE Access 11 (2023)
Ran Liu, Ye-Fan Hu, Jin Du, Bao-Zhong Zhang, Thomas Yau, Xiaodan Fan, Jian-Dong Huang
Family-Specific Training Improves Linear B Cell Epitope Prediction for Emerging Viruses. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath, Zsolt Kira, Eva L. Dyer
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration. CoRR (2023)
Ran Liu, Ye-Fan Hu, Jian-Dong Huang, Xiaodan Fan
A Bayesian approach to estimate MHC-peptide binding threshold. Briefings Bioinform. 24 (4) (2023)
Ran Liu, Cynthia Matuszek, Charles Nicholas
A PDF Malware Detection Method Using Extremely Small Training Sample Size. DocEng (2023)
Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer
Half-Hop: A graph upsampling approach for slowing down message passing. CoRR (2023)
Gaoqiang Zhao, Zemin Li, Yongli Wang, Ran Liu, Liang Zhao, Wenxi Fu, Qizhen Chen
Day-Ahead Optimization and New Energy Integration Capacity Assessment of Integrated Energy Systems. iSPEC (2023)
QinLi Liu, Xinyao Gong, Jiao Li, Hongjie Wang, Ran Liu, Dan Liu, Ruoran Zhou, Tianyu Xie, Ruijie Fu, Xuliang Duan
A multitask model for realtime fish detection and segmentation based on YOLOv5. PeerJ Comput. Sci. 9 (2023)
Ran Liu, José Luis Guzmán, Juan D. Gil, Xinting Yang, Kaige Liu, Ming Li
A hierarchical optimization strategy in the intelligent ecological control of the greenhouse downy mildew. Comput. Electron. Agric. 214 (2023)
Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer
Half-Hop: A graph upsampling approach for slowing down message passing. ICML (2023)
Ran Liu, Rodrigo Gutiérrez, Rory V. Mather, Tom A. D. Stone, Laura A. Santa Cruz Mercado, Kishore Bharadwaj, Jasmine Johnson, Proloy Das, Gustavo Balanza, Ekenedilichukwu Uwanaka, Justin Sydloski, Andrew Chen, Mackenzie Hagood, Edward A. Bittner, Patrick L. Purdon
Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings. npj Digit. Medicine 6 (2023)
Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M. Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William R. Gray Roncal, Erik C. Johnson, Eva L. Dyer
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction. CoRR (2023)
Dehui Dong, Dongping Ming, Qihao Weng, Yi Yang, Kun Fang, Lu Xu, Tongyao Du, Yu Zhang, Ran Liu
Building Extraction From High Spatial Resolution Remote Sensing Images of Complex Scenes by Combining Region-Line Feature Fusion and OCNN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Ran Liu, Maksim Ekin Eren, Charles Nicholas
Can Feature Engineering Help Quantum Machine Learning for Malware Detection? CoRR (2023)
Leyi Shi, Yifan Miao, Jiahao Ren, Ran Liu
Game Analysis and Optimization for Evolutionary Dynamic Heterogeneous Redundancy. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Ran Liu, Zhen-Guo Yan, Huajun Zhu, Feiran Jia, Xinlong Feng
Energy Stability Property of the CPR Method Based on Subcell Second-Order CNNW Limiting in Solving Conservation Laws. Entropy 25 (5) (2023)
Yu Wang, Hongqiu Luan, Lutong Wang, Shengzun Song, Yulong Bian, Xiyu Bao, Ran Liu, Wei Gai, Gaorong Lv, Chenglei Yang
MGP: a monitoring-based VR interactive mode to support guided practice. Vis. Comput. 39 (8) (2023)
Ran Liu, Lixing Zhu
Specification testing for ordinary differential equation models with fixed design and applications to COVID-19 epidemic models. Comput. Stat. Data Anal. 180 (2023)
Linman Li, Yuqing Li, Zhen Chen, Ran Liu, Ershun Pan
AGV Scheduling Problem in Automated Container Terminals with Time Window Under Transfer Platform Capacity Constraint. IEEM (2023)
Ran Liu, Charles Nicholas
A Feature Set of Small Size for the PDF Malware Detection. CoRR (2023)
Yaolin Zhu, Ran Liu, Gang Hu, Xin Chen, Wenya Li
Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning. J. Big Data 10 (1) (2023)
Qi Wang, Ran Liu, Mulin Chen, Xuelong Li
Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering. IEEE Trans. Cybern. 52 (10) (2022)
Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers. NeurIPS (2022)
Shenghua Zhou, Linhai Wang, Ran Liu, Yidi Chen, Xiaojun Peng, Xiaoyang Xie, Jian Yang, Shibo Gao, Xuehui Shao
Signal Source Localization with Long-Term Observations in Distributed Angle-Only Sensors. Sensors 22 (24) (2022)
Lei Zhang, Junwei Wang, Ran Liu, Guohua Li, Xiao Han, Zhiqiang Zhang, Jiayi Zhao, Baomin Dai
Numerical Study of Fin-and-Tube Heat Exchanger in Low-Pressure Environment: Air-Side Heat Transfer and Frictional Performance, Entropy Generation Analysis, and Model Development. Entropy 24 (7) (2022)
Xiaofei Song, Zewei Zheng, Zhiyuan Guan, Dapeng Yang, Ran Liu
Deep learning Fault Diagnosis in Flight Control System of Carrier-Based Aircraft. ICCA (2022)
Ran Liu, Tian Gao, Mingqiang Guo
Reconstructing Negative Survey with Least Squares Criterion. ICDIS (2022)
Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers. CoRR (2022)
Zixiang Wang, Ran Liu
Managing appointments of outpatients considering the presence of emergency patients: the combination of the analytical and data-driven approach. Int. J. Prod. Res. 60 (13) (2022)
Ran Liu, Lindu Zhao
Evolutionary game study on information nodes setting in supply chain tracing based on compensation mechanism. RAIRO Oper. Res. 56 (5) (2022)
Zhiya Wang, Caijing Peng, Baozhu Li, Thomas Penzel, Ran Liu, Yuan Zhang, Xinge Yu
Single-lead ECG based multiscale neural network for obstructive sleep apnea detection. Internet Things 20 (2022)
Ran Liu, Xiang Wang, Can Wang
An efficient two-factor authentication scheme based on negative databases: Experiments and extensions. Appl. Soft Comput. 119 (2022)
Ran Liu, Hui Wang, José Luis Guzmán, Ming Li
A model-based methodology for the early warning detection of cucumber downy mildew in greenhouses: An experimental evaluation. Comput. Electron. Agric. 194 (2022)
Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M. Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William Gray-Roncal, Erik Johnson, Eva L. Dyer
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction. NeurIPS (2022)
Chunhao Zhang, Ran Liu, Kaige Liu, Xinting Yang, Huiying Liu, Ming Diao, Ming Li
A CFD transient model of leaf wetness duration on greenhouse cucumber leaves. Comput. Electron. Agric. 200 (2022)
Ran Liu, Miye Wang, Tao Zheng, Rui Zhang, Nan Li, Zhongxiu Chen, Hongmei Yan, Qingke Shi
An artificial intelligence-based risk prediction model of myocardial infarction. BMC Bioinform. 23 (1) (2022)
Ran Liu, Fengzhen Yu, Mingqiang Guo
Accuracy Prediction of Negative Surveys. ICDIS (2022)
Shun Yao, Yan-an Yao, Ran Liu, Chao Liu
A portable off-road crawling hexapod robot. J. Field Robotics 39 (6) (2022)
Dongxiu Ou, Ran Liu, Iftikhar Rasheed, Lijuan Shi, Hongming Li
Operation performance of tram lanes with intermittent priority with the coexistence of regular and automatic vehicles. J. Intell. Transp. Syst. 26 (4) (2022)
Qiang Li, Ran Liu, Jianshen Zhao, Hu-Chen Liu
Passenger satisfaction evaluation of public transport using alternative queuing method under hesitant linguistic environment. J. Intell. Transp. Syst. 26 (3) (2022)
Borui Cai, Guangyan Huang, Chi-Hung Chi, Ran Liu, Yanfeng Shu
An Accurate Negative Survey Using Answer Confidence Level. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Keith B. Hengen, Michal Valko, Eva L. Dyer
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity. CoRR (2021)
Yanping Xiang, Di Xiao, Rui Zhang, Jia Liang, Ran Liu
Cryptanalysis and improvement of a reversible data-hiding scheme in encrypted images by redundant space transfer. Inf. Sci. 545 (2021)
Tao Shang, Yuanjing Zhang, Ran Liu, Jianwei Liu
Quantum network coding reducing decoherence effect. Quantum Inf. Process. 20 (8) (2021)
Ran Liu, Joseph L. Greenstein, James C. Fackler, Jules Bergmann, Melania M. Bembea, Raimond L. Winslow
Offline reinforcement learning with uncertainty for treatment strategies in sepsis. CoRR (2021)
Ling-Xiang Mao, Ran Liu, Xun Mou, Hu-Chen Liu
New Approach for Quality Function Deployment Using Linguistic Z-Numbers and EDAS Method. Informatica 32 (3) (2021)
Yi-Wen Chen, Hung-Wei Wu, Yung-Wei Chen, Ran Liu, Haitao Ye, Shih-Kun Liu
Design of New Compact Multi-Layer Quint-Band Bandpass Filter. IEEE Access 9 (2021)
Andrew Hundt, Aditya Murali, Priyanka Hubli, Ran Liu, Nakul Gopalan, Matthew C. Gombolay, Gregory D. Hager
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer. CoRL (2021)
Ran Liu
Understand and Improve Contrastive Learning Methods for Visual Representation: A Review. CoRR (2021)
Ran Liu, Daniel N. Aloi
Dual Band GNSS Antenna Phase Center Characterization for Automotive Applications. CoRR (2021)
Yuanlong Li, Haojie Li, Rongzan Lin, Ran Liu
Printable Strain Sensors with Viscosity-Adjustable Ionic Liquids for Motion Monitoring. EMBC (2021)
Ran Liu, Yu-Jie Zhu, Yao Chen, Hu-Chen Liu
Occupational health and safety risk assessment using an integrated TODIM-PROMETHEE model under linguistic spherical fuzzy environment. Int. J. Intell. Syst. 36 (11) (2021)
Chunyu Liu, Jing Xu, Ran Liu, Miye Wang, Yixuan Zhuo, Lan Su, Hongmei Yan, Qing Zhang
Identifying drug-related attributes to personalise antihypertensive agents: the outcome report of patients receiving metoprolol therapy. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Mehdi Azabou, Mohammad Gheshlaghi Azar, Ran Liu, Chi-Heng Lin, Erik C. Johnson, Kiran Bhaskaran-Nair, Max Dabagia, Keith B. Hengen, William R. Gray Roncal, Michal Valko, Eva L. Dyer
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction. CoRR (2021)
Guorui Xu, Xueying Zhu, Ran Liu, Yang Zhan, Haisen Zhao
Influence of Magnetic shield on Electromagnetic Field and Losses in End Region of Synchronous Condenser. IAS (2021)
Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Keith B. Hengen, Michal Valko, Eva L. Dyer
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity. NeurIPS (2021)
Aishwarya H. Balwani, Joseph D. Miano, Ran Liu, Lindsey Kitchell, Judy A. Prasad, Erik C. Johnson, William R. Gray Roncal, Eva L. Dyer
Multi-Scale Modeling of Neural Structure in X-Ray Imagery. ICIP (2021)
Chunyu Liu, Ran Liu, Junteng Zhou, Miye Wang, Jing Xu, Lan Su, Yixuan Zuo, Rui Zhang, Yizhou Feng, Chen Wang, Hongmei Yan, Qing Zhang
Characterizing the critical features when personalizing antihypertensive drugs using spectrum analysis and machine learning methods. Artif. Intell. Medicine 104 (2020)
Guorui Xu, Ran Liu, Yang Zhan, Haisen Zhao
Influence of Metal Shield on Electromagnetic Field and Loss in the End Region of Synchronous Condenser. IAS (2020)
Han B. Kim, Hieu Nguyen, Qingchu Jin, Sharmila Tamby, Tatiana Gelaf Romer, Eric Sung, Ran Liu, Joseph L. Greenstein, Jose I. Suarez, Christian Storm, Raimond L. Winslow, Robert D. Stevens
A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction. CoRR (2020)
Ran Liu, Cem Subakan, Aishwarya H. Balwani, Jennifer D. Whitesell, Julie Harris, Sanmi Koyejo, Eva L. Dyer
A Generative Modeling Approach for Interpreting Population-Level Variability in Brain Structure. MICCAI (5) (2020)
Budan Wu, Ran Liu, Rongheng Lin, Junliang Chen
A distributed business process fragmentation method based on community discovery. Future Gener. Comput. Syst. 108 (2020)
Di Xiao, Min Li, Mengdi Wang, Jia Liang, Ran Liu
Low-cost and high-efficiency privacy-protection scheme for distributed compressive video sensing in wireless multimedia sensor networks. J. Netw. Comput. Appl. 161 (2020)
Ye-Jia Ping, Ran Liu, Wanlong Lin, Hu-Chen Liu
A new integrated approach for engineering characteristic prioritization in quality function deployment. Adv. Eng. Informatics 45 (2020)
Ran Liu, Tao Shang, Jianwei Liu
Quantum network coding utilizing quantum discord resource fully. Quantum Inf. Process. 19 (2) (2020)
Ran Liu, Mulin Chen, Qi Wang, Xuelong Li
Robust Rank Constrained Sparse Learning: A Graph-Based Method for Clustering. ICASSP (2020)
Ran Liu, Lin-Xiu Hou, Hu-Chen Liu, Wanlong Lin
Occupational health and safety risk assessment using an integrated SWARA-MABAC model under bipolar fuzzy environment. Comput. Appl. Math. 39 (4) (2020)
Ran Liu, Pingfeng Liu, Wang Zhang, Ahmed K. Metawee
The analysis of the optimization of banking market structure and economic growth according to co-integration test. J. Intell. Fuzzy Syst. 39 (4) (2020)
Qiuliang Li, Lei Wu, Ran Liu, Yi Liu
A tunable low noise high PSRR high accuracy bandgap reference using stacked-long cascode technique in 14 nm FinFET process. Microelectron. J. 103 (2020)
Lin Yi, Yajie Lei, Zhichen Fan, Yingting Zhou, Dan Chen, Ran Liu
Automatic Detection of Cervical Cells Using Dense-Cascade R-CNN. PRCV (2) (2020)
Tao Shang, Ran Liu, Chengran Fang, Jianwei Liu
Quantum Network Coding Based on Entanglement Distribution. ICAIS (4) (2019)
Ran Liu, Yicheng Ye, Nanyan Hu, Hu Chen, Xianhua Wang
Classified prediction model of rockburst using rough sets-normal cloud. Neural Comput. Appl. 31 (12) (2019)
Xiujuan Zhao, Jianguo Chen, Peng Du, Wei Xu, Ran Liu, Hongyong Yuan
Location-allocation model for earthquake shelter solved using MPSO algorithm. ISCRAM (2019)
Zhixiong Chen, Yingchu Liu, Ran Liu, Jinsha Yuan, Dongsheng Han
Improved CSMA/CA Algorithm Based on Alternative Channel of Power Line and Wireless and First-Time Idle First Acquisition. IEEE Access 7 (2019)
Denglong Lv, Shibing Zhu, Ran Liu
Research on Big Data Security Storage Based on Compressed Sensing. IEEE Access 7 (2019)
Ran Liu, Michael E. Kuhl, Yunan Liu, James R. Wilson
Modeling and Simulation of Nonstationary Non-Poisson Arrival Processes. INFORMS J. Comput. 31 (2) (2019)
Liping Zhang, Lanchao Zhao, Shuijun Yin, Chi-Hung Chi, Ran Liu, Yixin Zhang
A lightweight authentication scheme with privacy protection for smart grid communications. Future Gener. Comput. Syst. 100 (2019)
Ran Liu, Yangyi Tao, Xiaolei Xie
An adaptive large neighborhood search heuristic for the vehicle routing problem with time windows and synchronized visits. Comput. Oper. Res. 101 (2019)
Ran Liu, Joseph L. Greenstein, Sridevi V. Sarma, Raimond L. Winslow
Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU. EMBC (2019)
Zecheng Lu, Deqiang Wang, Yunrui Qin, Ran Liu
UWB Channel Classification Based on Deep-Learning for Adaptive Transmission. CISP-BMEI (2019)
Dongdong Zhao, Wenjian Luo, Ran Liu, Lihua Yue
Negative Iris Recognition. IEEE Trans. Dependable Secur. Comput. 15 (1) (2018)
Yang Liu, Shanyu Tang, Ran Liu, Liping Zhang, Zhao Ma
Secure and robust digital image watermarking scheme using logistic and RSA encryption. Expert Syst. Appl. 97 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ran Liu