Zhiming Ding

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 95

Top Venues

SpatialDI

IEEE Trans. Intell. Transp. Syst.

CoRR

ISPRS Int. J. Geo Inf.

Publications

Yingying Wang, Kun Wang, Zhiming Ding
Convolutional Neural Network Based on Multiple Attention Mechanisms for Hyperspectral and LiDAR Classification. SpatialDI (2024)
Zhanbiao Lian, Manying Lv, Xinrun Xu, Zhiming Ding, Meiling Zhu, Yurong Wu, Jin Yan
Cloud-Edge Collaborative Continual Adaptation for ITS Object Detection. SpatialDI (2024)
Jianwen Yang, Qiuhong Zhang, Jin Yan, Zhiming Ding, Meiling Zhu, Xinjie Lv
QPSEncoder: A Database Workload Encoder with Deep Learning. DEXA (1) (2024)
Xinrun Xu, Yuxin Wang, Chaoyi Xu, Ziluo Ding, Jiechuan Jiang, Zhiming Ding, Börje F. Karlsson
A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges. CoRR (2024)
Xinrun Xu, Manying Lv, Yurong Wu, Zhanbiao Lian, Zhiming Ding, Jin Yan, Shan Jiang
A Clustering Method with Graph Maximum Decoding Information. CoRR (2024)
Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. CoRR (2024)
Xinrun Xu, Zhanbiao Lian, Yurong Wu, Manying Lv, Zhiming Ding, Jin Yan, Shan Jiang
A Multi-constraint and Multi-objective Allocation Model for Emergency Rescue in IoT Environment. ISCAS (2024)
Ziyuan Wang, Zhiming Ding, Yingying Wang
Few-Shot Learning Remote Scene Classification Based on DC-2DEC. SpatialDI (2024)
Mengmeng Chang, Zhiming Ding, Zilin Zhao, Zhi Cai
Heterogeneous Modular Traffic Prediction Based on Multilayer Graph Convolutional Network. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Xinrun Xu, Zhanbiao Lian, Yurong Wu, Manying Lv, Zhiming Ding, Jin Yan, Shang Jiang
A Multi-constraint and Multi-objective Allocation Model for Emergency Rescue in IoT Environment. CoRR (2024)
Kun Wang, Yingying Wang, Zhiming Ding
MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification. SpatialDI (2024)
Jiuling Zhang, Zhiming Ding
Rethink DARTS Search Space and Renovate a New Benchmark. ICML (2023)
Rui Song, Tong Li, Xin Dong, Zhiming Ding
An effective points of interest recommendation approach based on embedded meta-path of spatiotemporal data. Expert Syst. J. Knowl. Eng. 40 (2) (2023)
Zhi Cai, Yuyu Shu, Xing Su, Limin Guo, Zhiming Ding
A traffic data interpolation method for IoT sensors based on spatio-temporal dependence. Internet Things 21 (2023)
Jiuling Zhang, Zhiming Ding
Rethink DARTS Search Space and Renovate a New Benchmark. CoRR (2023)
Zhi Cai, Qian Dong, Meihui Shi, Xing Su, Limin Guo, Zhiming Ding
VOLTCom: A Novel Online Trajectory Compression Method Based on Vector Processing. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Jing Tian, Zilin Zhao, Zhiming Ding
Next Point-of-Interest Recommendation Based on Joint Mining of Spatial-Temporal and Semantic Sequential Patterns. ISPRS Int. J. Geo Inf. 12 (7) (2023)
Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Hengyu Liu, Zhiming Ding, Yanbing Jiang, Shi Han, Dongmei Zhang
Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset. CoRR (2023)
Shuchang Zhang, Zhiming Ding
Contact Query Processing Based on Spatiotemporal Trajectory. SpatialDI (2023)
Jiuling Zhang, Zhiming Ding
Small Temperature is All You Need for Differentiable Architecture Search. PAKDD (1) (2023)
Zhi Cai, Tao Wang, Qing Mi, Xing Su, Limin Guo, Zhiming Ding
Dynamic Weighted Road Network Based Multi-Vehicles Navigation and Evacuation. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Zilin Zhao, Yuanying Chi, Zhiming Ding, Mengmeng Chang, Zhi Cai
Latent Semantic Sequence Coding Applied to Taxi Travel Time Estimation. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Zhankui Yang, Wenyong Li, Tengfei Zheng, Jiawei Lv, Xinting Yang, Zhiming Ding
Domain-adaptive graph neural network for few-shot learning. Knowl. Based Syst. 275 (2023)
Jiuling Zhang, Zhiming Ding
Small Temperature is All You Need for Differentiable Architecture Search. CoRR (2023)
Tian Li, Zhiming Ding, Jian Miao, Xinjie Lv, Xueyu Gao, Fulin Wang, Xiangbin Wan
LOACR: A Cache Replacement Method Based on Loop Assist. SpatialDI (2023)
Xinrun Xu, Zhiming Ding, Yurong Wu, Jin Yan, Shan Jiang, Qinglong Cui
Optimal Node Embedding Dimension Selection Using Overall Entropy. ICANN (9) (2023)
Zhi Cai, Fangzhe Liu, Qiong Qi, Xing Su, Limin Guo, Zhiming Ding
Skyline-Based Sorting Approach for Rail Transit Stations Visualization. ISPRS Int. J. Geo Inf. 12 (3) (2023)
Jiuling Zhang, Zhiming Ding
Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization. CoRR (2023)
Bowen Yang, Zunhao Liu, Zhi Cai, Dongze Li, Xing Su, Limin Guo, Zhiming Ding
A Novel Traffic Flow Reduction Method Based on Incomplete Vehicle History Spatio-Temporal Trajectory Data. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Mengmeng Chang, Zhiming Ding, Zhi Cai, Zilin Zhao, Lei Yuan
Prediction of Evolution Behaviors of Transportation Hubs Based on Spatiotemporal Neural Network. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Zhi Cai, Meilin Ji, Hongbing Ren, Qing Mi, Limin Guo, Zhiming Ding
A Novel Method for Groups Identification Based on Spatio-Temporal Trajectories. SpatialDI (2022)
Jing Tian, Mengmeng Chang, Zhiming Ding, Xue Han, Yajun Chen
MAHGE: Point-of-Interest Recommendation Using Meta-path Aggregated Heterogeneous Graph Embeddings. SpatialDI (2022)
Mengmeng Chang, Zhiming Ding, Lutong Li, Nannan Jia, Jing Tian
Coarse-Grained Path Planning Under Dynamic Situational Environment. SpatialDI (2022)
Zhi Cai, Jiawei Wang, Tong Li, Bowen Yang, Xing Su, Limin Guo, Zhiming Ding
A Novel Trajectory Based Prediction Method for Urban Subway Design. ISPRS Int. J. Geo Inf. 11 (2) (2022)
Zhi Cai, Xuerui Cui, Xing Su, Limin Guo, Zhiming Ding
Speed and Direction Aware Skyline Query for Moving Objects. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Jin Yan, Zhiming Ding, Shuai Zhang
An Object Separated Storage Framework Towards Spatiotemporal Point Data Fast Query. iiWAS (2022)
Bowen Yang, Jin Yan, Zhi Cai, Zhiming Ding, Dongze Li, Yang Cao, Limin Guo
A Novel Heuristic Emergency Path Planning Method Based on Vector Grid Map. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Nannan Jia, Mengmeng Chang, Zhiming Ding, Zunhao Liu, Bowen Yang, Lei Yuan, Lutong Li
Dynamic Traffic Network Based Multi-Modal Travel Mode Fusion Recommendation. CollaborateCom (1) (2021)
Xin Dong, Tong Li, Rui Song, Zhiming Ding
Profiling users via their reviews: an extended systematic mapping study. Softw. Syst. Model. 20 (1) (2021)
Zhigang Hou, Jin Yan, Bowen Yang, Zhiming Ding
A Novel UAV Aerial Vehicle Detection Method Based on Attention Mechanism and Multi-scale Feature Cross Fusion. AIEE (2021)
Mengmeng Chang, Yuanying Chi, Zhiming Ding, Jing Tian, Yuhao Zheng
A Continuous Taxi Pickup Path Recommendation under The Carbon Neutrality Context. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Xing Su, Minjie Zhang, Yi Liang, Zhi Cai, Limin Guo, Zhiming Ding
A Tensor-Based Approach for the QoS Evaluation in Service-Oriented Environments. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Jiuling Zhang, Zhiming Ding
Delve into the Performance Degradation of Differentiable Architecture Search. CIKM (2021)
Zunhao Liu, Zhiming Ding, Bowen Yang, Lei Yuan, Lutong Li, Nannan Jia
ST-GWANN: A Novel Spatial-Temporal Graph Wavelet Attention Neural Network for Traffic Prediction. SpatialDI (2021)
Lutong Li, Mengmeng Chang, Zhiming Ding, Zunhao Liu, Nannan Jia
A Dynamic Traffic Community Prediction Model Based on Hierarchical Graph Attention Network. SpatialDI (2021)
Jiuling Zhang, Zhiming Ding
Delve into the Performance Degradation of Differentiable Architecture Search. CoRR (2021)
Zhumei Wang, Xing Su, Zhiming Ding
Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Zhi Cai, Xuerui Cui, Xing Su, Limin Guo, Zhining Liu, Zhiming Ding
Continuous Road Network-Based Skyline Query for Moving Objects. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Zhi Cai, Gongyu Sun, Xing Su, Tong Li, Limin Guo, Zhiming Ding
Visual Analysis of Land Use Characteristics Around Urban Rail Transit Stations. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Hailun Zhan, Zhiming Ding, Mengmeng Chang, Xinhui Liu
POI Recommend for Deep Neural Network Based on Explicit and Implicit Feature Joint. ICTAI (2021)
Zhi Cai, Meilin Ji, Qing Mi, Bowen Yang, Xing Su, Limin Guo, Zhiming Ding
Dynamic Grid-Based Spatial Density Visualization and Rail Transit Station Prediction. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Jiuling Zhang, Zhiming Ding
Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization. ICDM (2021)
Zhi Cai, Tong Li, Xing Su, Limin Guo, Zhiming Ding
Research on Analysis Method of Characteristics Generation of Urban Rail Transit. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Yang Cao, Fei Xue, Yuanying Chi, Zhiming Ding, Limin Guo, Zhi Cai, Hengliang Tang
Effective spatio-temporal semantic trajectory generation for similar pattern group identification. Int. J. Mach. Learn. Cybern. 11 (2) (2020)
Rui Song, Tong Li, Zhiming Ding
Automatically Identifying Requirements-Oriented Reviews Using a Top-Down Feature Extraction Approach. APSEC (2020)
Yuanzhu Liu, Zhiming Ding, Yang Cao, Mengmeng Chang
Multi-scale Feature Fusion UAV Image Object Detection Method Based on Dilated Convolution and Attention Mechanism. ICIT (2020)
Zhiming Ding, Xuyang Li
College Students' Portrait Technology Based on Hybrid Neural Network. SpatialDI (2020)
Rui Song, Tong Li, Xin Dong, Zhiming Ding
Identifying Similar Users Based on Metagraph of Check-in Trajectory Data. SEKE (2020)
Xing Su, Zhi Cai, Xibin Jia, Limin Guo, Zhiming Ding
A Self-Adaptive Approach for Mobile Wireless Sensors to Achieve Energy Efficient Information Transmission. IEEE Access 8 (2020)
Fei Xue, Yang Cao, Zhiming Ding, Hengliang Tang, Xi Yang, Lei Chen, Juntao Li
Urban population density estimation based on spatio-temporal trajectories. Concurr. Comput. Pract. Exp. 32 (14) (2020)
Zhumei Wang, Liang Zhang, Zhiming Ding
Hybrid time-aligned and context attention for time series prediction. Knowl. Based Syst. 198 (2020)
Bowen Yang, Zhiming Ding, Lei Yuan, Jin Yan, Limin Guo, Zhi Cai
A Novel Urban Emergency Path Planning Method Based on Vector Grid Map. IEEE Access 8 (2020)
Minyu Tao, Zhiming Ding, Yang Cao
Attention U-Net for Road Extraction in Remote Sensing Images. SpatialDI (2020)
Zilin Zhao, Zhiming Ding, Yang Cao
A Method of Emergency Prediction Based on Spatiotemporal Context Time Series. SpatialDI (2020)
Rui Song, Tong Li, Xin Dong, Zhiming Ding
Identifying Similar Users Based on Their Check-in Data: A Graph Embedding Approach. Int. J. Softw. Eng. Knowl. Eng. 30 (11&12) (2020)
Zhi Cai, Xuerui Cui, Xing Su, Qing Mi, Limin Guo, Zhiming Ding
A Novel Vector-Based Dynamic Path Planning Method in Urban Road Network. IEEE Access 8 (2020)
Xin Dong, Tong Li, Zhiming Ding
An Ontology Enhanced User Profiling Algorithm Based on Application Feedback. COMPSAC (1) (2019)
Xin Dong, Tong Li, Xiangyang Li, Rui Song, Zhiming Ding
Review-Based User Profiling: A Systematic Mapping Study. BPMDS/EMMSAD@CAiSE (2019)
Weilin Ge, Yang Cao, Zhiming Ding, Limin Guo
Forecasting Model of Traffic Flow Prediction Model Based on Multi-resolution SVR. ICIAI (2019)
Jieli Peng, Yang Cao, Zhiming Ding, Jin Yan
A Fast Real-time Map-Matching for Unstable Sampling-rate GPS Trajectories. ICIT (2019)
Yang Cao, Zhiming Ding, Fujie Ren, Limin Guo
Efficient multi-vehicle navigation based on trajectory vector features considering non-uniform destination distribution for emergency evacuation. Int. J. Wirel. Mob. Comput. 16 (3) (2019)
Zhiming Ding, Yang Cao, Yuanying Chi, Xuyang Li, Rui Yao, Limin Guo
An effective emergency logistics scheduling model based on multi-objective optimization algorithms. EM-GIS@SIGSPATIAL (2018)
Yang Cao, Zhiming Ding, Fei Xue, Xiaotao Rong
An improved twin support vector machine based on multi-objective cuckoo search for software defect prediction. Int. J. Bio Inspired Comput. 11 (4) (2018)
Zhi Cai, Fujie Ren, Juncheng Chen, Zhiming Ding
Vector-Based Trajectory Storage and Query for Intelligent Transport System. IEEE Trans. Intell. Transp. Syst. 19 (5) (2018)
Limin Guo, Xing Su, Ling Zhang, Guangyan Huang, Xu Gao, Zhiming Ding
Query Expansion Based on Semantic Related Network. PRICAI (2018)
Xiong Li, Zhiming Ding, Xing Su, Limin Guo
基于词项聚类的文本语义标签抽取研究 (Word Clustering Based Text Semantic Tagging Extraction Method). 计算机科学 45 (11A) (2018)
Yang Cao, Zhi Cai, Fei Xue, Tong Li, Zhiming Ding
Semantic Trajectory Based Behavior Generation for Groups Identification. KSII Trans. Internet Inf. Syst. 12 (12) (2018)
Rui Yao, Yang Cao, Zhiming Ding, Limin Guo
A Sensitive Words Filtering Model Based on Web Text Features. CSAI/ICIMT (2018)
Zhi Cai, Fujie Ren, Yuanying Chi, Xibin Jia, Lijuan Duan, Zhiming Ding
Multi-vehicles dynamic navigating method for large-scale event crowd evacuations. GeoInformatica 22 (2) (2018)
Zhiming Ding, Zhengzhong Zhou, Liqing Zhang
Deep Encoding Features for Instance Retrieval. ICONIP (3) (2017)
Jing Chen, Jiajie Xu, Chengfei Liu, Zhixu Li, An Liu, Zhiming Ding
Multi-objective Spatial Keyword Query with Semantics. DASFAA (2) (2017)
Jiajie Xu, Chengfei Liu, Xiaohui Zhao, Sira Yongchareon, Zhiming Ding
Resource Management for Business Process Scheduling in the Presence of Availability Constraints. ACM Trans. Manag. Inf. Syst. 7 (3) (2016)
Zhiming Ding, Bin Yang, Yuanying Chi, Limin Guo
Enabling Smart Transportation Systems: A Parallel Spatio-Temporal Database Approach. IEEE Trans. Computers 65 (5) (2016)
Jian Dai, Chengfei Liu, Jiajie Xu, Zhiming Ding
On personalized and sequenced route planning. World Wide Web 19 (4) (2016)
Danhuai Guo, Yingqiu Zhu, Wei Xu, Shuo Shang, Zhiming Ding
How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show. Neurocomputing 213 (2016)
Jian Dai, Zhiming Ding, Jiajie Xu
Context-Based Moving Object Trajectory Uncertainty Reduction and Ranking in Road Network. J. Comput. Sci. Technol. 31 (1) (2016)
Xu Gao, Limin Guo, Guangyan Huang, Zhiming Ding, Yanjun Wu, Borui Cai, Xiangxi Meng, Juncheng Chen
Searching Time Period-Based Longest Frequent Path in Big Trajectory Data. HPCC/SmartCity/DSS (2016)
Jiajie Xu, Yunjun Gao, Chengfei Liu, Lei Zhao, Zhiming Ding
Efficient route search on hierarchical dynamic road networks. Distributed Parallel Databases 33 (2) (2015)
Jian Dai, Bin Yang, Chenjuan Guo, Zhiming Ding
Personalized route recommendation using big trajectory data. ICDE (2015)
Zhiming Ding, Bin Yang, Ralf Hartmut Güting, Yaguang Li
Network-Matched Trajectory-Based Moving-Object Database: Models and Applications. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Peili Wu, Kuien Liu, Kai Zheng, Zhiming Ding, Yuan Tan
A road network modeling method for map matching on lightweight mobile devices. Distributed Parallel Databases 33 (2) (2015)
Guangyan Huang, Jing He, Yanchun Zhang, Wanlei Zhou, Hai Liu, Peng Zhang, Zhiming Ding, Yue You, Jian Cao
Mining streams of short text for analysis of world-wide event evolutions. World Wide Web 18 (5) (2015)
Xianling Lu, Deying Li, Wenping Chen, Yuqing Zhu, Hongwei Du, Zhiming Ding
Maximum Lifetime Temporal Q-Coverage in Directional Sensor Networks. Ad Hoc Sens. Wirel. Networks 29 (1-4) (2015)
Yi Hong, Donovan Bradley, Donghyun Kim, Deying Li, Alade O. Tokuta, Zhiming Ding
Construction of higher spectral efficiency virtual backbone in wireless networks. Ad Hoc Networks 25 (2015)
Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding
On Efficient Passenger Assignment for Group Transportation. DASFAA (1) (2015)
Jingyu Han, Ke-Jia Chen, Zhiming Ding, Huiping Cao
An efficient location reporting and indexing framework for urban road moving objects. Distributed Parallel Databases 32 (2) (2014)
Limin Guo, Guangyan Huang, Zhiming Ding
Efficient Detection of Emergency Event from Moving Object Data Streams. DASFAA (2) (2014)
Xianling Lu, Yuqing Zhu, Deying Li, Biaofei Xu, Wenping Chen, Zhiming Ding
Minimum payment collaborative sensing network using mobile phones. Wirel. Networks 20 (7) (2014)
Hongtai Zhang, Kuien Liu, Xiuli Wang, Limin Guo, Zhiming Ding
An Effective Method to Detect People in Danger. WAIM Workshops (2014)
Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng
Benchmarking big data for trip recommendation. ICCCN (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhiming Ding