Jiming Liu

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 90

Top Venues

CoRR

IEEE Trans. Knowl. Data Eng.

IEEE Trans. Cybern.

AAAI

Publications

Jinfu Ren, Yang Liu, Jiming Liu
Commonality and Individuality-Based Subspace Learning. IEEE Trans. Cybern. 54 (3) (2024)
Qi Tan, Yang Liu, Jiming Liu
Mutually Adaptable Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Ruichen Liu, Yang Liu, Jiming Liu
LLaCE: Locally Linear Contrastive Embedding. WWW (Companion Volume) (2024)
Ning Zhong, Jiming Liu, Yiyu Yao
Web Intelligence: In search of a better connected world. Web Intell. 22 (1) (2024)
Jiaxu Cui, Bingyi Sun, Jiming Liu, Bo Yang
Learning Continuous Network Emerging Dynamics from Scarce Observations via Data-Adaptive Stochastic Processes. CoRR (2023)
Mutong Liu, Yang Liu, Jiming Liu
Machine Learning for Infectious Disease Risk Prediction: A Survey. CoRR (2023)
Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Efficient and Optimal Algorithms for Tree Summarization With Weighted Terminologies. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Xuliang Zhu, Xin Huang, Longxu Sun, Jiming Liu
A Novel Graph Indexing Approach for Uncovering Potential COVID-19 Transmission Clusters. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Aibin Tang, Yineng Gao, Miao Liu, Yue Peng, Jiming Liu, Benyun Shi
Vaccine Allocation Strategy for Addressing Vaccine-Induced Asymptomatic Infections. WI/IAT (2023)
Chao Yu, Jiming Liu, Shamim Nemati, Guosheng Yin
Reinforcement Learning in Healthcare: A Survey. ACM Comput. Surv. 55 (2) (2023)
Dong Li, Wenbo Song, Jiming Liu
Complex Network Evolution Model Based on Turing Pattern Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Mutong Liu, Yang Liu, Jiming Liu
Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. CIKM (2023)
Jinfu Ren, Yang Liu, Jiming Liu
Decadal Temperature Prediction via Chaotic Behavior Tracking. CoRR (2023)
Hao Lan Zhang, Jiming Liu, Margaret Gillon-Dowens
Complex brain activity analysis and recognition based on multiagent methods. Concurr. Comput. Pract. Exp. 34 (8) (2022)
Jiaxu Cui, Bo Yang, Bingyi Sun, Xia Hu, Jiming Liu
Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Xianghua Li, Xin Qi, Xingjian Liu, Chao Gao, Zhen Wang, Fan Zhang, Jiming Liu
A Discrete Moth-Flame Optimization With an $l_2$-Norm Constraint for Network Clustering. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Chao Gao, Yi Fan, Shihong Jiang, Yue Deng, Jiming Liu, Xianghua Li
Dynamic Robustness Analysis of a Two-Layer Rail Transit Network Model. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Hongbin Pei, Bo Yang, Jiming Liu, Kevin Chen-Chuan Chang
Active Surveillance via Group Sparse Bayesian Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Haiqiang Wang, Yinying Wu, Chao Gao, Yue Deng, Fan Zhang, Jiajin Huang, Jiming Liu
Medication Combination Prediction Using Temporal Attention Mechanism and Simple Graph Convolution. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Dong Li, Jiming Liu
Modeling Influence Diffusion over Signed Social Networks. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Jiaxing Chen, Chinwang Cheong, Liang Lan, Xin Zhou, Jiming Liu, Aiping Lyu, William K. Cheung, Lu Zhang
DeepDRIM: a deep neural network to reconstruct cell-type-specific gene regulatory network using single-cell RNA-seq data. Briefings Bioinform. 22 (6) (2021)
Qing Cai, Sameer Alam, Mahardhika Pratama, Jiming Liu
Robustness Evaluation of Multipartite Complex Networks Based on Percolation Theory. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Qi Tan, Yang Liu, Jiming Liu, Benyun Shi, Shang Xia, Xiao-Nong Zhou
Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete data. Neurocomputing 458 (2021)
Qi Tan, Yang Liu, Jiming Liu
Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Benyun Shi, Jianan Zhong, Hongjun Qiu, Qing Bao, Kai Liu, Jiming Liu
Hybrid Embedding via Cross-Layer Random Walks on Multiplex Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Jiaxu Cui, Bo Yang, Bingyi Sun, Jiming Liu
Cost-aware Graph Generation: A Deep Bayesian Optimization Approach. AAAI (2021)
Xiaohui Tao, Juan Domingo Velasquez-Silva, Jiming Liu, Ning Zhong
Editorial: Computational Social Science as the ultimate Web Intelligence. World Wide Web 23 (3) (2020)
Chunpeng Zhou, Benyun Shi, Hongjun Qiu, Jiming Liu
Graph Convolutional Architectures via Arbitrary Order of Information Aggregation. IEEE Access 8 (2020)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant Embedding. IEEE Trans. Cybern. 50 (2) (2020)
Qing Cai, Mahardhika Pratama, Sameer Alam, Chunyao Ma, Jiming Liu
Breakup of Directed Multipartite Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
[Guest Editorial]. IEEE Comput. Intell. Mag. 15 (4) (2020)
Yuexin Ma, Xinge Zhu, Xinjing Cheng, Ruigang Yang, Jiming Liu, Dinesh Manocha
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points. CoRR (2020)
Qi Tan, Yang Liu, Jiming Liu
Motif-aware diffusion network inference. Int. J. Data Sci. Anal. 9 (4) (2020)
Yuexin Ma, Xinge Zhu, Xinjing Cheng, Ruigang Yang, Jiming Liu, Dinesh Manocha
AutoTrajectory: Label-Free Trajectory Extraction and Prediction from Videos Using Dynamic Points. ECCV (13) (2020)
Jinfu Ren, Yang Liu, Jiming Liu
Metric-Guided Multi-task Learning. ISMIS (2020)
Xingjian Liu, Fan Zhang, Xianghua Li, Chao Gao, Jiming Liu
Multi-objective Discrete Moth-Flame Optimization for Complex Network Clustering. ISMIS (2020)
Qi Tan, Yang Liu, Jiming Liu
Mesoscale Anisotropically-Connected Learning. ISMIS (2020)
Qi Tan, Yang Liu, Jiming Liu
Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework. CoRR (2020)
Qing Cai, Sameer Alam, Jiming Liu
On the Robustness of Complex Systems With Multipartitivity Structures Under Node Attacks. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Qing Cai, Jiming Liu
Hierarchical Clustering of Bipartite Networks Based on Multiobjective Optimization. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
Computational Intelligence Techniques for Combating COVID-19: A Survey. IEEE Comput. Intell. Mag. 15 (4) (2020)
Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Ontology-based Graph Visualization for Summarized View. CoRR (2020)
Chao Yu, Yinzhao Dong, Jiming Liu, Guoqi Ren
Incorporating causal factors into reinforcement learning for dynamic treatment regimes in HIV. BMC Medical Informatics Decis. Mak. (2) (2019)
Chao Yu, Jiming Liu, Hongyi Zhao
Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units. BMC Medical Informatics Decis. Mak. (2) (2019)
Benyun Shi, Chunpeng Zhou, Hongjun Qiu, Xiaobin Xu, Jiming Liu
Unifying Structural Proximity and Equivalence for Network Embedding. IEEE Access 7 (2019)
Chao Yu, Jiming Liu, Shamim Nemati
Reinforcement Learning in Healthcare: A Survey. CoRR (2019)
Dong Li, Jiming Liu
Uncovering the relationship between point-of-interests-related human mobility and socioeconomic status. Telematics Informatics 39 (2019)
Chao Gao, Zhen Su, Jiming Liu, Jürgen Kurths
Even central users do not always drive information diffusion. Commun. ACM 62 (2) (2019)
Jinfu Ren, Yang Liu, Jiming Liu
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning. AAAI (2019)
Benyun Shi, Jianan Zhong, Qing Bao, Hongjun Qiu, Jiming Liu
EpiRep: Learning Node Representations through Epidemic Dynamics on Networks. WI (2019)
Hechang Chen, Bo Yang, Hongbin Pei, Jiming Liu
Next Generation Technology for Epidemic Prevention and Control: Data-Driven Contact Tracking. IEEE Access 7 (2019)
Hechang Chen, Bo Yang, Jiming Liu, Xiao-Nong Zhou, Philip S. Yu
Mining Spatiotemporal Diffusion Network: A New Framework of Active Surveillance Planning. IEEE Access 7 (2019)
Chao Yu, Guoqi Ren, Jiming Liu
Deep Inverse Reinforcement Learning for Sepsis Treatment. ICHI (2019)
Dong Li, Wei Wang, Jiming Liu
Grassroots VS elites: Which ones are better candidates for influence maximization in social networks? Neurocomputing 358 (2019)
Zhanwei Du, Spencer J. Fox, Petter Holme, Jiming Liu, Alison P. Galvani, Lauren Ancel Meyers
Periodicity in Movement Patterns Shapes Epidemic Risk in Urban Environments. CoRR (2018)
Chen Li, William K. Cheung, Jiming Liu, Joseph Kee-Yin Ng
Automatic Extraction of Behavioral Patterns for Elderly Mobility and Daily Routine Analysis. ACM Trans. Intell. Syst. Technol. 9 (5) (2018)
Yikun Zhang, Jiming Liu, Yang Liu
Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm. AAAI (2018)
Hao Lan Zhang, Xingsen Li, Jiming Liu, Yiu-ming Cheung
Constructing weighted networks based on EEG data segmentation for brain wave pattern recognition. ICACI (2018)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery. WI (2018)
Ning Zhong, Jiming Liu, Yong Shi, Yiyu Yao
An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS). Web Intell. 16 (3) (2018)
Hechang Chen, Bo Yang, Jiming Liu
Partially Observable Reinforcement Learning for Sustainable Active Surveillance. KSEM (2) (2018)
Qi Tan, Jiming Liu, Benyun Shi, Yang Liu, Xiao-Nong Zhou
Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics. ICHI (2018)
Xiao-Feng Xie, Jiming Liu, Zun-Jing Wang
A Cooperative Group Optimization System. CoRR (2018)
Hongbin Pei, Bo Yang, Jiming Liu, Lei Dong
Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics. AAAI (2018)
Qi Tan, Yang Liu, Jiming Liu
Motif-Aware Diffusion Network Inference. PAKDD (3) (2018)
Zhiwen Yu, Peinan Luo, Jiming Liu, Hau-San Wong, Jane You, Guoqiang Han, Jun Zhang
Semi-Supervised Ensemble Clustering Based on Selected Constraint Projection. IEEE Trans. Knowl. Data Eng. 30 (12) (2018)
Yikun Zhang, Yang Liu, Jiming Liu
Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy. AAAI Workshops (2018)
Qing Bao, William K. Cheung, Yu Zhang, Jiming Liu
A Component-Based Diffusion Model With Structural Diversity for Social Networks. IEEE Trans. Cybern. 47 (4) (2017)
Junzhong Ji, Cuicui Yang, Jiming Liu, Jinduo Liu, Baocai Yin
A comparative study on swarm intelligence for structure learning of Bayesian networks. Soft Comput. 21 (22) (2017)
Bo Yang, Yu Lei, Jiming Liu, Wenjie Li
Social Collaborative Filtering by Trust. IEEE Trans. Pattern Anal. Mach. Intell. 39 (8) (2017)
Xin Huang, Byron Choi, Jianliang Xu, William K. Cheung, Yanchun Zhang, Jiming Liu
Ontology-based Graph Visualization for Summarized View. CIKM (2017)
Zhanwei Du, Bo Yang, Jiming Liu
Understanding the Spatial and Temporal Activity Patterns of Subway Mobility Flows. CoRR (2017)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Brand key asset discovery via cluster-wise biased discriminant projection. WI (2017)
Youcheng Zhou, Bin Zhong, Tao Fang, Jiming Liu, Xiao-Nong Zhou, Shiwu Zhang
Application of bio-inspired control of AmphiHex-I in detection of Oncomelania hupensis, the amphibious snail intermediate host of Schistosoma japonicum. Ind. Robot 44 (2) (2017)
Hao Lan Zhang, Jiming Liu, Tongliang Li, Yun Xue, Songjie Xu, Junhua Chen
Extracting sample data based on poisson distribution. ICMLC (2017)
Zhiwen Yu, Zongqiang Kuang, Jiming Liu, Hongsheng Chen, Jun Zhang, Jane You, Hau-San Wong, Guoqiang Han
Adaptive Ensembling of Semi-Supervised Clustering Solutions. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Bo Yang, Hongbin Pei, Hechang Chen, Jiming Liu, Shang Xia
Characterizing and Discovering Spatiotemporal Social Contact Patterns for Healthcare. IEEE Trans. Pattern Anal. Mach. Intell. 39 (8) (2017)
Chao Gao, Jiming Liu
Network-Based Modeling for Characterizing Human Collective Behaviors During Extreme Events. IEEE Trans. Syst. Man Cybern. Syst. 47 (1) (2017)
Zhiwen Yu, Zhiqiang Wang, Jane You, Jun Zhang, Jiming Liu, Hau-San Wong, Guoqiang Han
A New Kind of Nonparametric Test for Statistical Comparison of Multiple Classifiers Over Multiple Datasets. IEEE Trans. Cybern. 47 (12) (2017)
Hongbin Pei, Bo Yang, Jiming Liu, Lei Dong
Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics. CoRR (2017)
Cuicui Yang, Junzhong Ji, Jiming Liu, Baocai Yin
Bacterial foraging optimization using novel chemotaxis and conjugation strategies. Inf. Sci. 363 (2016)
Hao Lan Zhang, Jiming Liu, Chunyu Feng, Chaoyi Pang, Tongliang Li, Jing He
Complex social network partition for balanced subnetworks. IJCNN (2016)
Hong Jia, Yiu-ming Cheung, Jiming Liu
A New Distance Metric for Unsupervised Learning of Categorical Data. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Qing Bao, William K. Cheung, Jiming Liu
Inferring Motif-Based Diffusion Models for Social Networks. IJCAI (2016)
Junzhong Ji, Lang Jiao, Cuicui Yang, Jiming Liu
A Multiagent Evolutionary Method for Detecting Communities in Complex Networks. Comput. Intell. 32 (4) (2016)
Zhiwen Yu, Guoqiang Han, Le Li, Jiming Liu, Jun Zhang
Adaptive noise immune cluster ensemble using affinity propagation. ICDE (2016)
Zhiwen Yu, Hantao Chen, Jiming Liu, Jane You, Hareton Leung, Guoqiang Han
Hybrid k-Nearest Neighbor Classifier. IEEE Trans. Cybern. 46 (6) (2016)
Cuicui Yang, Junzhong Ji, Jiming Liu, Jinduo Liu, Baocai Yin
Structural learning of Bayesian networks by bacterial foraging optimization. Int. J. Approx. Reason. 69 (2016)
Ben Teng, Can Yang, Jiming Liu, Zhipeng Cai, Xiang Wan
Exploring the Genetic Patterns of Complex Diseases via the Integrative Genome-Wide Approach. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (3) (2016)
Chen Li, William Kwok-Wai Cheung, Jiming Liu, Joseph Kee-Yin Ng
Bayesian Nominal Matrix Factorization for Mining Daily Activity Patterns. WI (2016)
Zhiwen Yu, Hantao Chen, Jane You, Jiming Liu, Hau-San Wong, Guoqiang Han, Le Li
Adaptive Fuzzy Consensus Clustering Framework for Clustering Analysis of Cancer Data. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (4) (2015)
Li Tao, Jiming Liu
Understanding self-organized regularities in healthcare services based on autonomy oriented modeling. Nat. Comput. 14 (1) (2015)
Carlo Combi, Jiming Liu
Introduction to the ACM TIST Special Issue on Intelligent Healthcare Informatics. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Zhiwen Yu, Le Li, Jiming Liu, Guoqiang Han
Hybrid Adaptive Classifier Ensemble. IEEE Trans. Cybern. 45 (2) (2015)
Zhiwen Yu, Le Li, Jiming Liu, Jun Zhang, Guoqiang Han
Adaptive Noise Immune Cluster Ensemble Using Affinity Propagation. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Qing Bao, William Kwok-Wai Cheung, Jiming Liu, Yunya Song
Inferring Latent Co-activation Patterns for Information Diffusion. WI-IAT (1) (2015)
Ben Teng, Can Yang, Jiming Liu, Zhipeng Cai, Xiang Wan
Exploring the genetic patterns of complex diseases via the integrative genome-wide approach. CoRR (2015)
Guo-Xian Yu, Hailong Zhu, Carlotta Domeniconi, Jiming Liu
Predicting protein function via downward random walks on a gene ontology. BMC Bioinform. 16 (2015)
Yu Zhang, William K. Cheung, Jiming Liu
A Unified Framework for Epidemic Prediction based on Poisson Regression. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Kai Liu, William K. Cheung, Jiming Liu
Detecting multiple stochastic network motifs in network data. Knowl. Inf. Syst. 42 (1) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiming Liu