A Generative Graph Augmentation Neural Network for Traffic Risk Prediction on Online Crowd Queries.

Zhiming Ding Zhi Ming Ding

Mengmeng Chang Zhiming Ding Zhi Cai Zilin Zhao Yafei Sun A Generative Graph Augmentation Neural Network for Traffic Risk Prediction on Online Crowd Queries. 749-765 2026 February 38 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2025.3637557 db/journals/tkde/tkde38.html#ChangDCZS26 streams/journals/tkde

Xinrun Xu Pi Bu Ye Wang Börje F. Karlsson Ziming Wang Tengtao Song Qi Zhu Jun Song Zhiming Ding Bo Zheng 0007 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning. 34160-34168 2026 AAAI https://doi.org/10.1609/aaai.v40i40.40711 conf/aaai/2026 db/conf/aaai/aaai2026.html#XuBWKWSZSDZ26

Yan Du Zhiming Ding Zhi Cai Yuanying Chi Join query optimization in distributed database based on multi-source mating selection evolutionary algorithm. 281 2025 October 28 Clust. Comput. 5 https://doi.org/10.1007/s10586-024-04905-6 db/journals/cluster/cluster28.html#DuDCC25 streams/journals/cluster

Yukuan Yang Xucheng Lu Zhili Zhang Zepeng Wu Guoqi Li 0002 Lingzhong Meng Zhiming Ding Yunzhi Xue AuthSim: Toward Authentic and Effective Safety-Critical Scenario Generation for Autonomous Driving Tests. 16128-16143 2025 October 26 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2025.3586608 db/journals/tits/tits26.html#YangLZWLMDX25 streams/journals/tits

Ye Wang Xinrun Xu Zhiming Ding MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness. 857-872 2025 ACL (2) https://doi.org/10.18653/v1/2025.acl-short.67 conf/acl/2025-2 db/conf/acl/acl2025-2.html#WangXD25 Yurong Wu Fangwen Mu Qiuhong Zhang Jinjing Zhao Xinrun Xu Lingrui Mei Yang Wu Lin Shi Junjie Wang Zhiming Ding Yiwei Wang 0001 Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach. 16903-16916 2025 ACL (Findings) https://aclanthology.org/2025.findings-acl.868/ conf/acl/2025f db/conf/acl/acl2025f.html#WuMZZXMWSWDW25 Jianwen Yang Qiuhong Zhang Jin Yan Shuo Zhang Zhiming Ding Meiling Zhu Xinrun Xu DISEncoder: A Dual-Branch Query Encoder Using Graph Models for Distributed Databases. 428-440 2025 ICANN (4) https://doi.org/10.1007/978-3-032-04555-3_35 conf/icann/2025-4 db/conf/icann/icann2025-4.html#YangZYZDZX25 streams/conf/icann Xinrun Xu Jianwen Yang Qiuhong Zhang Zhanbiao Lian Zhiming Ding Shan Jiang Catastrophic Forgetting Mitigation via Discrepancy-Weighted Experience Replay. 621-632 2025 ICANN (1) https://doi.org/10.1007/978-3-032-04558-4_50 conf/icann/2025-1 db/conf/icann/icann2025-1.html#XuYZLDJ25 streams/conf/icann Chongjian Yue Xinrun Xu Xiaojun Ma 0001 Lun Du Zhiming Ding Shi Han Dongmei Zhang 0001 Qi Zhang 0066 Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889045 conf/icassp/2025 db/conf/icassp/icassp2025.html#YueXMDDH0025 Jianwen Yang Qiuhong Zhang Xinrun Xu Yurong Wu Shuo Zhang Zhiming Ding KnobTuneX:LLM-Enhanced Automatic Database Tuning via Structured Reasoning. ICDM 2025 843-852 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00092 db/conf/icdm/icdm2025.html#YangZXWZD25 streams/conf/icdm Xinrun Xu Qiuhong Zhang Jianwen Yang Zhanbiao Lian Jin Yan Zhiming Ding Shan Jiang High-Quality Pseudo-Label Generation Based on Visual Prompt Assisted Cloud Model Update. 1-8 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11228573 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#XuZYLYDJ25 streams/conf/ijcnn Zhiming Ding Jin Yan Shan Jiang An Innovative Spatiotemporal Trajectories Clustering Algorithm with Semantic Information Extraction. 79-89 2025 MDM https://doi.org/10.1109/MDM65600.2025.00029 conf/mdm/2025 db/conf/mdm/mdm2025.html#DingYJ25 streams/conf/mdm

Yurong Wu Fangwen Mu Qiuhong Zhang Jinjing Zhao Xinrun Xu Lingrui Mei Yang Wu Lin Shi Junjie Wang Zhiming Ding Yiwei Wang 0001 Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach. 2025 February abs/2502.14285 CoRR https://doi.org/10.48550/arXiv.2502.14285 db/journals/corr/corr2502.html#abs-2502-14285 streams/journals/corr

Xinrun Xu Qiuhong Zhang Jianwen Yang Zhanbiao Lian Jin Yan Zhiming Ding Shan Jiang High-Quality Pseudo-Label Generation Based on Visual Prompt Assisted Cloud Model Update. 2025 April abs/2504.00526 CoRR https://doi.org/10.48550/arXiv.2504.00526 db/journals/corr/corr2504.html#abs-2504-00526 streams/journals/corr

Xinrun Xu Jianwen Yang Qiuhong Zhang Zhanbiao Lian Zhiming Ding Shan Jiang Catastrophic Forgetting Mitigation via Discrepancy-Weighted Experience Replay. 2025 July abs/2507.00042 CoRR https://doi.org/10.48550/arXiv.2507.00042 db/journals/corr/corr2507.html#abs-2507-00042 streams/journals/corr

Xinrun Xu Pi Bu Ye Wang Börje F. Karlsson Ziming Wang Tengtao Song Qi Zhu Jun Song Zhiming Ding Bo Zheng 0007 DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning. 2025 August abs/2508.05405 CoRR https://doi.org/10.48550/arXiv.2508.05405 db/journals/corr/corr2508.html#abs-2508-05405 streams/journals/corr

Mengmeng Chang Zhiming Ding Zilin Zhao Zhi Cai Heterogeneous Modular Traffic Prediction Based on Multilayer Graph Convolutional Network. 7805-7817 2024 July 25 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2024.3358747 db/journals/tits/tits25.html#ChangDZC24

Zhi Cai Zhihao Hou Meihui Shi Xing Su 0001 Limin Guo 0002 Zhiming Ding Double Layer A*: An Emergency Path Planning Model Based on Map Grid and Double Layer Search Structure. 11509-11521 2024 September 25 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2024.3370828 db/journals/tits/tits25.html#CaiHSSGD24 streams/journals/tits

Jianwen Yang Qiuhong Zhang Jin Yan Zhiming Ding Meiling Zhu Xinjie Lv QPSEncoder: A Database Workload Encoder with Deep Learning. 108-123 2024 DEXA (1) https://doi.org/10.1007/978-3-031-68309-1_9 conf/dexa/2024-1 db/conf/dexa/dexa2024-1.html#YangZYDZL24 streams/conf/dexa Yurong Wu Yan Gao Bin Zhu 0008 Zineng Zhou Xiaodi Sun Sheng Yang Jian-Guang Lou Zhiming Ding Linjun Yang StraGo: Harnessing Strategic Guidance for Prompt Optimization. 10043-10061 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.588 https://aclanthology.org/2024.findings-emnlp.588 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#WuGZZSYLDY24 Sheng Yang Yurong Wu Yan Gao Zineng Zhou Bin Zhu 0008 Xiaodi Sun Jian-Guang Lou Zhiming Ding Anbang Hu Yuan Fang Yunsong Li Junyan Chen Linjun Yang AMPO: Automatic Multi-Branched Prompt Optimization. 20267-20279 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.1130 https://aclanthology.org/2024.emnlp-main.1130 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#YangWGZZSLDHFLC24 Xinrun Xu Manying Lv Zhanbiao Lian Yurong Wu Jin Yan Shan Jiang Zhiming Ding A Clustering Method with Graph Maximum Decoding Information. 1-9 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650698 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#XuLLWYJD24 streams/conf/ijcnn 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. 1-5 2024 ISCAS https://doi.org/10.1109/ISCAS58744.2024.10558384 conf/iscas/2024 db/conf/iscas/iscas2024.html#XuLWLDYJ24 Zhanbiao Lian Manying Lv Xinrun Xu Zhiming Ding Meiling Zhu Yurong Wu Jin Yan Cloud-Edge Collaborative Continual Adaptation for ITS Object Detection. 15-27 2024 SpatialDI https://doi.org/10.1007/978-981-97-2966-1_2 conf/spatialdi/2024 db/conf/spatialdi/spatialdi2024.html#LianLXDZWY24 Kun Wang Yingying Wang Zhiming Ding MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification. 255-273 2024 SpatialDI https://doi.org/10.1007/978-981-97-2966-1_19 conf/spatialdi/2024 db/conf/spatialdi/spatialdi2024.html#WangWD24 Yingying Wang Kun Wang Zhiming Ding Convolutional Neural Network Based on Multiple Attention Mechanisms for Hyperspectral and LiDAR Classification. 274-287 2024 SpatialDI https://doi.org/10.1007/978-981-97-2966-1_20 conf/spatialdi/2024 db/conf/spatialdi/spatialdi2024.html#WangWD24a Ziyuan Wang Zhiming Ding Yingying Wang Few-Shot Learning Remote Scene Classification Based on DC-2DEC. 288-304 2024 SpatialDI https://doi.org/10.1007/978-981-97-2966-1_21 conf/spatialdi/2024 db/conf/spatialdi/spatialdi2024.html#WangDW24

Xinrun Xu Yuxin Wang 0006 Chaoyi Xu Ziluo Ding Jiechuan Jiang Zhiming Ding Börje F. Karlsson A Survey on Game Playing Agents and Large Models: Methods, Applications, and Challenges. 2024 abs/2403.10249 CoRR https://doi.org/10.48550/arXiv.2403.10249 db/journals/corr/corr2403.html#abs-2403-10249

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. 2024 abs/2403.10299 CoRR https://doi.org/10.48550/arXiv.2403.10299 db/journals/corr/corr2403.html#abs-2403-10299

Xinrun Xu Manying Lv Yurong Wu Zhanbiao Lian Zhiming Ding Jin Yan Shan Jiang A Clustering Method with Graph Maximum Decoding Information. 2024 abs/2403.13846 CoRR https://doi.org/10.48550/arXiv.2403.13846 db/journals/corr/corr2403.html#abs-2403-13846

Shaohua Wang Xing Xie 0001 Yong Li 0008 Danhuai Guo Zhi Cai Yu Liu 0070 Yang Yue 0001 Xiao Pan Feng Lu 0004 Huayi Wu Zhipeng Gui Zhiming Ding Bolong Zheng Fuzheng Zhang Tao Qin Jingyuan Wang 0001 Chuang Tao Zhengchao Chen Hao Lu Jiayi Li 0001 Hongyang Chen 0001 Peng Yue Wenhao Yu 0001 Yao Yao 0004 Leilei Sun Yong Zhang 0002 Longbiao Chen Xiaoping Du Xiang Li 0033 Xueying Zhang Kun Qin Zhaoya Gong Weihua Dong Xiaofeng Meng 0001 Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence. 2024 abs/2405.19730 CoRR https://doi.org/10.48550/arXiv.2405.19730 db/journals/corr/corr2405.html#abs-2405-19730

Yurong Wu Yan Gao Bin Benjamin Zhu Zineng Zhou Xiaodi Sun Sheng Yang Jian-Guang Lou Zhiming Ding Linjun Yang StraGo: Harnessing Strategic Guidance for Prompt Optimization. 2024 abs/2410.08601 CoRR https://doi.org/10.48550/arXiv.2410.08601 db/journals/corr/corr2410.html#abs-2410-08601 streams/journals/corr

Sheng Yang Yurong Wu Yan Gao Zineng Zhou Bin Benjamin Zhu Xiaodi Sun Jian-Guang Lou Zhiming Ding Anbang Hu Yuan Fang Yunsong Li Junyan Chen Linjun Yang AMPO: Automatic Multi-Branched Prompt Optimization. 2024 abs/2410.08696 CoRR https://doi.org/10.48550/arXiv.2410.08696 db/journals/corr/corr2410.html#abs-2410-08696 streams/journals/corr

Chongjian Yue Xinrun Xu Xiaojun Ma 0001 Lun Du Zhiming Ding Shi Han Dongmei Zhang 0001 Qi Zhang 0066 Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset. 2024 abs/2412.20072 CoRR https://doi.org/10.48550/arXiv.2412.20072 db/journals/corr/corr2412.html#abs-2412-20072 streams/journals/corr

Rui Song Tong Li 0001 Xin Dong Zhiming Ding An effective points of interest recommendation approach based on embedded meta-path of spatiotemporal data. 2023 40 Expert Syst. J. Knowl. Eng. 2 https://doi.org/10.1111/exsy.13145 https://www.wikidata.org/entity/Q124803142 db/journals/es/es40.html#SongLDD23

Zilin Zhao Yuanying Chi Zhiming Ding Mengmeng Chang Zhi Cai Latent Semantic Sequence Coding Applied to Taxi Travel Time Estimation. 44 2023 12 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi12020044 db/journals/ijgi/ijgi12.html#ZhaoCDCC23

Zhi Cai Fangzhe Liu Qiong Qi Xing Su 0001 Limin Guo 0002 Zhiming Ding Skyline-Based Sorting Approach for Rail Transit Stations Visualization. 110 2023 12 ISPRS Int. J. Geo Inf. 3 https://doi.org/10.3390/ijgi12030110 db/journals/ijgi/ijgi12.html#CaiLQ00D23

Zhi Cai Tao Wang Qing Mi Xing Su 0001 Limin Guo 0002 Zhiming Ding Dynamic Weighted Road Network Based Multi-Vehicles Navigation and Evacuation. 127 2023 12 ISPRS Int. J. Geo Inf. 3 https://doi.org/10.3390/ijgi12030127 db/journals/ijgi/ijgi12.html#CaiWM00D23

Jing Tian Zilin Zhao Zhiming Ding Next Point-of-Interest Recommendation Based on Joint Mining of Spatial-Temporal and Semantic Sequential Patterns. 297 2023 July 12 ISPRS Int. J. Geo Inf. 7 https://doi.org/10.3390/ijgi12070297 db/journals/ijgi/ijgi12.html#TianZD23

Zhi Cai Yuyu Shu Xing Su 0001 Limin Guo 0002 Zhiming Ding A traffic data interpolation method for IoT sensors based on spatio-temporal dependence. 100648 2023 April 21 Internet Things https://doi.org/10.1016/j.iot.2022.100648 db/journals/iot/iot21.html#CaiSSGD23

Zhankui Yang Wenyong Li Tengfei Zheng Jiawei Lv Xinting Yang Zhiming Ding Domain-adaptive graph neural network for few-shot learning. 110690 2023 275 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110690 db/journals/kbs/kbs275.html#YangLZLYD23

Zhi Cai Qian Dong Meihui Shi Xing Su 0001 Limin Guo 0002 Zhiming Ding VOLTCom: A Novel Online Trajectory Compression Method Based on Vector Processing. 14982-14993 2023 December 24 IEEE Trans. Intell. Transp. Syst. 12 https://doi.org/10.1109/TITS.2023.3294941 db/journals/tits/tits24.html#CaiDSSGD23

Xinrun Xu Zhiming Ding Yurong Wu Jin Yan Shan Jiang Qinglong Cui Optimal Node Embedding Dimension Selection Using Overall Entropy. 114-127 2023 ICANN (9) https://doi.org/10.1007/978-3-031-44201-8_10 conf/icann/2023-9 db/conf/icann/icann2023-9.html#XuDWYJC23 Jiuling Zhang Zhiming Ding Rethink DARTS Search Space and Renovate a New Benchmark. 40976-40995 2023 ICML https://proceedings.mlr.press/v202/zhang23i.html conf/icml/2023 db/conf/icml/icml2023.html#ZhangD23a Jiuling Zhang Zhiming Ding Small Temperature is All You Need for Differentiable Architecture Search. 303-315 2023 PAKDD (1) https://doi.org/10.1007/978-3-031-33374-3_24 conf/pakdd/2023-1 db/conf/pakdd/pakdd2023-1.html#ZhangD23 Shuchang Zhang Zhiming Ding Contact Query Processing Based on Spatiotemporal Trajectory. 154-164 2023 SpatialDI https://doi.org/10.1007/978-3-031-32910-4_11 conf/spatialdi/2023 db/conf/spatialdi/spatialdi2023.html#ZhangD23 Tian Li Zhiming Ding Jian Miao Xinjie Lv Xueyu Gao Fulin Wang Xiangbin Wan LOACR: A Cache Replacement Method Based on Loop Assist. 239-255 2023 SpatialDI https://doi.org/10.1007/978-3-031-32910-4_17 conf/spatialdi/2023 db/conf/spatialdi/spatialdi2023.html#LiDMLGWW23

Chongjian Yue Xinrun Xu Xiaojun Ma 0001 Lun Du Hengyu Liu 0001 Zhiming Ding Yanbing Jiang Shi Han Dongmei Zhang 0001 Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset. 2023 abs/2305.16344 CoRR https://doi.org/10.48550/arXiv.2305.16344 db/journals/corr/corr2305.html#abs-2305-16344

Jiuling Zhang Zhiming Ding Rethink DARTS Search Space and Renovate a New Benchmark. 2023 abs/2306.06852 CoRR https://doi.org/10.48550/arXiv.2306.06852 db/journals/corr/corr2306.html#abs-2306-06852

Jiuling Zhang Zhiming Ding Small Temperature is All You Need for Differentiable Architecture Search. 2023 abs/2306.06855 CoRR https://doi.org/10.48550/arXiv.2306.06855 db/journals/corr/corr2306.html#abs-2306-06855

Jiuling Zhang Zhiming Ding Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization. 2023 abs/2306.06858 CoRR https://doi.org/10.48550/arXiv.2306.06858 db/journals/corr/corr2306.html#abs-2306-06858

Zhi Cai Jiawei Wang Tong Li 0001 Bowen Yang Xing Su 0001 Limin Guo 0002 Zhiming Ding A Novel Trajectory Based Prediction Method for Urban Subway Design. 126 2022 11 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi11020126 db/journals/ijgi/ijgi11.html#CaiWLYSGD22

Bowen Yang Zunhao Liu Zhi Cai Dongze Li Xing Su 0001 Limin Guo 0002 Zhiming Ding A Novel Traffic Flow Reduction Method Based on Incomplete Vehicle History Spatio-Temporal Trajectory Data. 209 2022 11 ISPRS Int. J. Geo Inf. 3 https://doi.org/10.3390/ijgi11030209 db/journals/ijgi/ijgi11.html#YangLCLSGD22

Zhi Cai Xuerui Cui Xing Su 0001 Limin Guo 0002 Zhiming Ding Speed and Direction Aware Skyline Query for Moving Objects. 3000-3011 2022 23 IEEE Trans. Intell. Transp. Syst. 4 https://doi.org/10.1109/TITS.2020.3028152 db/journals/tits/tits23.html#CaiCSGD22

Mengmeng Chang Zhiming Ding Zhi Cai Zilin Zhao Lei Yuan Prediction of Evolution Behaviors of Transportation Hubs Based on Spatiotemporal Neural Network. 9171-9183 2022 23 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2021.3091708 db/journals/tits/tits23.html#ChangDCZY22

Jin Yan Zhiming Ding Shuai Zhang An Object Separated Storage Framework Towards Spatiotemporal Point Data Fast Query. 211-223 2022 iiWAS https://doi.org/10.1007/978-3-031-21047-1_19 conf/iiwas/2022 db/conf/iiwas/iiwas2022.html#YanDZ22 Mengmeng Chang Zhiming Ding Lutong Li Nannan Jia Jing Tian Coarse-Grained Path Planning Under Dynamic Situational Environment. 3-18 2022 SpatialDI https://doi.org/10.1007/978-3-031-24521-3_1 conf/spatialdi/2022 db/conf/spatialdi/spatialdi2022.html#ChangDLJT22 Jing Tian Mengmeng Chang Zhiming Ding Xue Han Yajun Chen MAHGE: Point-of-Interest Recommendation Using Meta-path Aggregated Heterogeneous Graph Embeddings. 250-263 2022 SpatialDI https://doi.org/10.1007/978-3-031-24521-3_18 conf/spatialdi/2022 db/conf/spatialdi/spatialdi2022.html#TianCDHC22 Zhi Cai Meilin Ji Hongbing Ren Qing Mi Limin Guo 0002 Zhiming Ding A Novel Method for Groups Identification Based on Spatio-Temporal Trajectories. 264-280 2022 SpatialDI https://doi.org/10.1007/978-3-031-24521-3_19 conf/spatialdi/2022 db/conf/spatialdi/spatialdi2022.html#CaiJRMGD22

Bowen Yang Jin Yan Zhi Cai Zhiming Ding Dongze Li Yang Cao 0022 Limin Guo 0002 A Novel Heuristic Emergency Path Planning Method Based on Vector Grid Map. 370 2021 10 ISPRS Int. J. Geo Inf. 6 https://doi.org/10.3390/ijgi10060370 db/journals/ijgi/ijgi10.html#YangYCDLC021

Zhi Cai Meilin Ji Qing Mi Bowen Yang Xing Su 0001 Limin Guo 0002 Zhiming Ding Dynamic Grid-Based Spatial Density Visualization and Rail Transit Station Prediction. 804 2021 10 ISPRS Int. J. Geo Inf. 12 https://doi.org/10.3390/ijgi10120804 db/journals/ijgi/ijgi10.html#CaiJMYSGD21

Mengmeng Chang Yuanying Chi Zhiming Ding Jing Tian Yuhao Zheng A Continuous Taxi Pickup Path Recommendation under The Carbon Neutrality Context. 821 2021 10 ISPRS Int. J. Geo Inf. 12 https://doi.org/10.3390/ijgi10120821 db/journals/ijgi/ijgi10.html#ChangCDTZ21

Xin Dong Tong Li 0001 Rui Song Zhiming Ding Profiling users via their reviews: an extended systematic mapping study. 49-69 2021 20 Softw. Syst. Model. 1 https://doi.org/10.1007/s10270-020-00790-w db/journals/sosym/sosym20.html#DongLSD21

Zhi Cai Gongyu Sun Xing Su 0001 Tong Li 0001 Limin Guo 0002 Zhiming Ding Visual Analysis of Land Use Characteristics Around Urban Rail Transit Stations. 6221-6231 2021 22 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2020.2989811 db/journals/tits/tits22.html#CaiSSLGD21

Zhumei Wang Xing Su 0001 Zhiming Ding Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture. 6561-6571 2021 22 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2020.2995546 db/journals/tits/tits22.html#WangSD21

Zhi Cai Xuerui Cui Xing Su 0001 Limin Guo 0002 Zhining Liu 0003 Zhiming Ding Continuous Road Network-Based Skyline Query for Moving Objects. 7383-7394 2021 22 IEEE Trans. Intell. Transp. Syst. 12 https://doi.org/10.1109/TITS.2020.3001577 db/journals/tits/tits22.html#CaiCSGLD21

Xing Su 0001 Minjie Zhang 0001 Yi Liang Zhi Cai Limin Guo 0002 Zhiming Ding A Tensor-Based Approach for the QoS Evaluation in Service-Oriented Environments. 3843-3857 2021 18 IEEE Trans. Netw. Serv. Manag. 3 https://doi.org/10.1109/TNSM.2021.3074547 db/journals/tnsm/tnsm18.html#SuZLCGD21

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. 51-59 2021 AIEE https://doi.org/10.1145/3460268.3460276 conf/aiee/2021 db/conf/aiee/aiee2021.html#HouYYD21 Jiuling Zhang Zhiming Ding Delve into the Performance Degradation of Differentiable Architecture Search. 2547-2556 2021 CIKM https://doi.org/10.1145/3459637.3482248 conf/cikm/2021 db/conf/cikm/cikm2021.html#ZhangD21 Nannan Jia Mengmeng Chang Zhiming Ding Zunhao Liu Bowen Yang Lei Yuan Lutong Li Dynamic Traffic Network Based Multi-Modal Travel Mode Fusion Recommendation. 299-317 2021 CollaborateCom (1) https://doi.org/10.1007/978-3-030-92635-9_18 conf/colcom/2021-1 db/conf/colcom/colcom2021-1.html#JiaCDLYYL21 Jiuling Zhang Zhiming Ding Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization. 877-885 2021 ICDM https://doi.org/10.1109/ICDM51629.2021.00099 conf/icdm/2021 db/conf/icdm/icdm2021.html#ZhangD21 Hailun Zhan Zhiming Ding Mengmeng Chang Xinhui Liu POI Recommend for Deep Neural Network Based on Explicit and Implicit Feature Joint. 352-358 2021 ICTAI https://doi.org/10.1109/ICTAI52525.2021.00057 conf/ictai/2021 db/conf/ictai/ictai2021.html#ZhanDCL21 Lutong Li Mengmeng Chang Zhiming Ding Zunhao Liu Nannan Jia A Dynamic Traffic Community Prediction Model Based on Hierarchical Graph Attention Network. 15-26 2021 SpatialDI https://doi.org/10.1007/978-3-030-85462-1_2 conf/spatialdi/2021 db/conf/spatialdi/spatialdi2021.html#LiCDLJ21 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. 83-99 2021 SpatialDI https://doi.org/10.1007/978-3-030-85462-1_7 conf/spatialdi/2021 db/conf/spatialdi/spatialdi2021.html#LiuDYYLJ21 Xiaofeng Meng 0001 Xing Xie 0001 Yang Yue 0001 Zhiming Ding Spatial Data and Intelligence - First International Conference, SpatialDI 2020, Virtual Event, May 8-9, 2020, Proceedings SpatialDI Springer 2021 Lecture Notes in Computer Science 12567 978-3-030-69872-0 978-3-030-69873-7 https://doi.org/10.1007/978-3-030-69873-7 db/conf/spatialdi/spatialdi2020.html Gang Pan 0001 Hui Lin Xiaofeng Meng 0001 Yunjun Gao Yong Li 0008 Qingfeng Guan 0001 Zhiming Ding Spatial Data and Intelligence - Second International Conference, SpatialDI 2021, Hangzhou, China, April 22-24, 2021, Proceedings SpatialDI Springer 2021 Lecture Notes in Computer Science 12753 978-3-030-85461-4 978-3-030-85462-1 https://doi.org/10.1007/978-3-030-85462-1 db/conf/spatialdi/spatialdi2021.html

Jiuling Zhang Zhiming Ding Delve into the Performance Degradation of Differentiable Architecture Search. 2021 abs/2109.13466 CoRR https://arxiv.org/abs/2109.13466 db/journals/corr/corr2109.html#abs-2109-13466

Zhi Cai Xuerui Cui Xing Su 0001 Qing Mi Limin Guo 0002 Zhiming Ding A Novel Vector-Based Dynamic Path Planning Method in Urban Road Network. 9046-9060 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2019.2962392 db/journals/access/access8.html#CaiCSMGD20

Xing Su 0001 Zhi Cai Xibin Jia Limin Guo 0002 Zhiming Ding A Self-Adaptive Approach for Mobile Wireless Sensors to Achieve Energy Efficient Information Transmission. 86296-86304 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2992603 db/journals/access/access8.html#SuCJGD20

Bowen Yang Zhiming Ding Lei Yuan Jin Yan Limin Guo 0002 Zhi Cai A Novel Urban Emergency Path Planning Method Based on Vector Grid Map. 154338-154353 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3018729 db/journals/access/access8.html#YangDYYGC20

Fei Xue Yang Cao 0022 Zhiming Ding Hengliang Tang Xi Yang 0005 Lei Chen Juntao Li Urban population density estimation based on spatio-temporal trajectories. 2020 32 Concurr. Comput. Pract. Exp. 14 https://doi.org/10.1002/cpe.5685 db/journals/concurrency/concurrency32.html#XueCDTYCL20

Rui Song Tong Li 0001 Xin Dong Zhiming Ding Identifying Similar Users Based on Their Check-in Data: A Graph Embedding Approach. 1735-1757 2020 30 Int. J. Softw. Eng. Knowl. Eng. 11&12 https://doi.org/10.1142/S0218194020400288 db/journals/ijseke/ijseke30.html#SongLDD20

Zhumei Wang Liang Zhang Zhiming Ding Hybrid time-aligned and context attention for time series prediction. 105937 2020 198 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2020.105937 db/journals/kbs/kbs198.html#WangZD20

Yang Cao 0022 Fei Xue Yuanying Chi Zhiming Ding Limin Guo 0002 Zhi Cai Hengliang Tang Effective spatio-temporal semantic trajectory generation for similar pattern group identification. 287-300 2020 11 Int. J. Mach. Learn. Cybern. 2 https://doi.org/10.1007/s13042-019-00973-y https://www.wikidata.org/entity/Q127565139 db/journals/mlc/mlc11.html#CaoXCDGCT20

Zhi Cai Tong Li 0001 Xing Su 0001 Limin Guo 0002 Zhiming Ding Research on Analysis Method of Characteristics Generation of Urban Rail Transit. 3608-3620 2020 21 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2019.2929619 db/journals/tits/tits21.html#CaiLSGD20

Rui Song Tong Li 0001 Zhiming Ding Automatically Identifying Requirements-Oriented Reviews Using a Top-Down Feature Extraction Approach. 450-454 2020 APSEC https://doi.org/10.1109/APSEC51365.2020.00054 conf/apsec/2020 db/conf/apsec/apsec2020.html#SongLD20 Yuanzhu Liu Zhiming Ding Yang Cao 0022 Mengmeng Chang Multi-scale Feature Fusion UAV Image Object Detection Method Based on Dilated Convolution and Attention Mechanism. 125-132 2020 ICIT https://doi.org/10.1145/3446999.3447023 https://www.wikidata.org/entity/Q130963788 conf/icit/2020 db/conf/icit/icit2020.html#LiuDCC20 Rui Song Tong Li 0001 Xin Dong Zhiming Ding Identifying Similar Users Based on Metagraph of Check-in Trajectory Data. 525-531 2020 SEKE https://doi.org/10.18293/SEKE2020-118 conf/seke/2020 db/conf/seke/seke2020.html#LiDDS20 Zilin Zhao Zhiming Ding Yang Cao 0022 A Method of Emergency Prediction Based on Spatiotemporal Context Time Series. 14-28 2020 SpatialDI https://doi.org/10.1007/978-3-030-69873-7_2 conf/spatialdi/2020 db/conf/spatialdi/spatialdi2020.html#ZhaoDC20 Minyu Tao Zhiming Ding Yang Cao 0022 Attention U-Net for Road Extraction in Remote Sensing Images. 153-164 2020 SpatialDI https://doi.org/10.1007/978-3-030-69873-7_11 conf/spatialdi/2020 db/conf/spatialdi/spatialdi2020.html#TaoDC20 Zhiming Ding Xuyang Li College Students' Portrait Technology Based on Hybrid Neural Network. 165-183 2020 SpatialDI https://doi.org/10.1007/978-3-030-69873-7_12 conf/spatialdi/2020 db/conf/spatialdi/spatialdi2020.html#DingL20

Yang Cao 0022 Zhiming Ding Fujie Ren Limin Guo 0002 Efficient multi-vehicle navigation based on trajectory vector features considering non-uniform destination distribution for emergency evacuation. 195-203 2019 16 Int. J. Wirel. Mob. Comput. 3 https://doi.org/10.1504/IJWMC.2019.099870 https://www.wikidata.org/entity/Q127799277 db/journals/ijwmc/ijwmc16.html#CaoDRG19

Xin Dong Tong Li 0001 Xiangyang Li Rui Song Zhiming Ding Review-Based User Profiling: A Systematic Mapping Study. 229-244 2019 BPMDS/EMMSAD@CAiSE https://doi.org/10.1007/978-3-030-20618-5_16 conf/caise/2019bpmds db/conf/caise/bpmds2019.html#DongLLSD19 Xin Dong Tong Li 0001 Zhiming Ding An Ontology Enhanced User Profiling Algorithm Based on Application Feedback. 316-325 2019 COMPSAC (1) https://doi.org/10.1109/COMPSAC.2019.00054 conf/compsac/2019-1 db/conf/compsac/compsac2019-1.html#DongLD19 Weilin Ge Yang Cao 0022 Zhiming Ding Limin Guo 0002 Forecasting Model of Traffic Flow Prediction Model Based on Multi-resolution SVR. 1-5 2019 ICIAI https://doi.org/10.1145/3319921.3319923 conf/iciai/2019 db/conf/iciai/iciai2019.html#GeCD019 Jieli Peng Yang Cao 0022 Zhiming Ding Jin Yan A Fast Real-time Map-Matching for Unstable Sampling-rate GPS Trajectories. 253-258 2019 ICIT https://doi.org/10.1145/3377170.3377195 conf/icit/2019 db/conf/icit/icit2019.html#PengCDY19

Zhi Cai Fujie Ren Yuanying Chi Xibin Jia Lijuan Duan Zhiming Ding Multi-vehicles dynamic navigating method for large-scale event crowd evacuations. 435-462 2018 22 GeoInformatica 2 https://doi.org/10.1007/s10707-018-0320-y https://www.wikidata.org/entity/Q114389379 db/journals/geoinformatica/geoinformatica22.html#CaiRCJDD18

Yang Cao 0022 Zhiming Ding Fei Xue Xiaotao Rong An improved twin support vector machine based on multi-objective cuckoo search for software defect prediction. 282-291 2018 11 Int. J. Bio Inspired Comput. 4 https://doi.org/10.1504/IJBIC.2018.10014002 db/journals/ijbic/ijbic11.html#CaoDXR18

Yang Cao 0022 Zhi Cai Fei Xue Tong Li 0001 Zhiming Ding Semantic Trajectory Based Behavior Generation for Groups Identification. 5782-5799 2018 12 KSII Trans. Internet Inf. Syst. 12 https://doi.org/10.3837/tiis.2018.12.010 db/journals/itiis/itiis12.html#CaoCXLD18

Xiong Li Zhiming Ding Xing Su 0001 Limin Guo 0002 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). 417-421 2018 45 计算机科学 11A http://www.jsjkx.com/CN/Y2018/V45/I11A/417 http://www.jsjkx.com/EN/Y2018/V45/I11A/417 db/journals/jsjkx/jsjkx45.html#LiD0018

Zhi Cai Fujie Ren Juncheng Chen Zhiming Ding Vector-Based Trajectory Storage and Query for Intelligent Transport System. 1508-1519 2018 19 IEEE Trans. Intell. Transp. Syst. 5 https://doi.org/10.1109/TITS.2017.2726103 db/journals/tits/tits19.html#CaiRCD18

Rui Yao Yang Cao 0022 Zhiming Ding Limin Guo 0002 A Sensitive Words Filtering Model Based on Web Text Features. 516-520 2018 CSAI/ICIMT https://doi.org/10.1145/3297156.3297232 conf/csai/2018 db/conf/csai/csai2018.html#YaoCD018 Zhiming Ding Yang Cao 0022 Yuanying Chi Xuyang Li Rui Yao Limin Guo 0002 An effective emergency logistics scheduling model based on multi-objective optimization algorithms. 10:1-10:6 2018 EM-GIS@SIGSPATIAL https://doi.org/10.1145/3284103.3284113 conf/gis/2018em db/conf/gis/em2018.html#DingCCLY018 Limin Guo 0002 Xing Su 0001 Ling Zhang Guangyan Huang Xu Gao Zhiming Ding Query Expansion Based on Semantic Related Network. 19-28 2018 PRICAI https://doi.org/10.1007/978-3-319-97310-4_3 conf/pricai/2018b db/conf/pricai/pricai2018b.html#GuoSZHGD18 Jing Chen Jiajie Xu 0001 Chengfei Liu Zhixu Li An Liu 0002 Zhiming Ding Multi-objective Spatial Keyword Query with Semantics. 34-48 2017 DASFAA (2) https://doi.org/10.1007/978-3-319-55699-4_3 conf/dasfaa/2017-2 db/conf/dasfaa/dasfaa2017-2.html#ChenXLLLD17 Zhiming Ding Zhengzhong Zhou Liqing Zhang 0001 Deep Encoding Features for Instance Retrieval. 65-74 2017 ICONIP (3) https://doi.org/10.1007/978-3-319-70090-8_7 conf/iconip/2017-3 db/conf/iconip/iconip2017-3.html#DingZZ17

Danhuai Guo Yingqiu Zhu Wei Xu 0008 Shuo Shang Zhiming Ding How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show. 95-101 2016 213 Neurocomputing https://doi.org/10.1016/j.neucom.2016.02.084 db/journals/ijon/ijon213.html#GuoZXSD16

Jian Dai Zhiming Ding Jiajie Xu 0001 Context-Based Moving Object Trajectory Uncertainty Reduction and Ranking in Road Network. 167-184 2016 31 J. Comput. Sci. Technol. 1 https://doi.org/10.1007/s11390-016-1619-5 db/journals/jcst/jcst31.html#DaiDX16

Zhiming Ding Bin Yang 0002 Yuanying Chi Limin Guo 0002 Enabling Smart Transportation Systems: A Parallel Spatio-Temporal Database Approach. 1377-1391 2016 65 IEEE Trans. Computers 5 https://doi.org/10.1109/TC.2015.2479596 http://doi.ieeecomputersociety.org/10.1109/TC.2015.2479596 db/journals/tc/tc65.html#Ding0C016

Jiajie Xu 0001 Chengfei Liu Xiaohui Zhao 0001 Sira Yongchareon Zhiming Ding Resource Management for Business Process Scheduling in the Presence of Availability Constraints. 9:1-9:26 2016 7 ACM Trans. Manag. Inf. Syst. 3 http://dl.acm.org/citation.cfm?id=2990197 db/journals/tmis/tmis7.html#XuLZYD16

Jian Dai Chengfei Liu Jiajie Xu 0001 Zhiming Ding On personalized and sequenced route planning. 679-705 2016 19 World Wide Web 4 https://doi.org/10.1007/s11280-015-0352-2 db/journals/www/www19.html#DaiLXD16

Xu Gao Limin Guo 0002 Guangyan Huang Zhiming Ding Yanjun Wu Borui Cai Xiangxi Meng Juncheng Chen Searching Time Period-Based Longest Frequent Path in Big Trajectory Data. 1461-1468 2016 HPCC/SmartCity/DSS https://doi.org/10.1109/HPCC-SmartCity-DSS.2016.0208 https://doi.ieeecomputersociety.org/10.1109/HPCC-SmartCity-DSS.2016.0208 conf/hpcc/2016 db/conf/hpcc/hpcc2016.html#Gao0HDWCMC16

Yi Hong 0003 Donovan Bradley Donghyun Kim 0001 Deying Li 0001 Alade O. Tokuta Zhiming Ding Construction of higher spectral efficiency virtual backbone in wireless networks. 228-236 2015 25 Ad Hoc Networks https://doi.org/10.1016/j.adhoc.2014.10.013 db/journals/adhoc/adhoc25.html#HongBKLTD15

Xianling Lu Deying Li 0001 Wenping Chen Yuqing Zhu 0002 Hongwei Du 0001 Zhiming Ding Maximum Lifetime Temporal Q-Coverage in Directional Sensor Networks. 53-74 2015 29 Ad Hoc Sens. Wirel. Networks 1-4 http://www.oldcitypublishing.com/journals/ahswn-home/ahswn-issue-contents/ahswn-volume-29-number-1-4-2015/ahswn-29-1-4-p-53-74/ db/journals/ahswn/ahswn29.html#LuLCZDD15

Peili Wu Kuien Liu Kai Zheng 0001 Zhiming Ding Yuan Tan A road network modeling method for map matching on lightweight mobile devices. 145-164 2015 33 Distributed Parallel Databases 2 https://doi.org/10.1007/s10619-013-7138-2 db/journals/dpd/dpd33.html#WuLZDT15

Jiajie Xu 0001 Yunjun Gao Chengfei Liu Lei Zhao 0001 Zhiming Ding Efficient route search on hierarchical dynamic road networks. 227-252 2015 33 Distributed Parallel Databases 2 https://doi.org/10.1007/s10619-014-7146-x db/journals/dpd/dpd33.html#XuGLZD15

Zhiming Ding Bin Yang 0002 Ralf Hartmut Güting Yaguang Li Network-Matched Trajectory-Based Moving-Object Database: Models and Applications. 1918-1928 2015 16 IEEE Trans. Intell. Transp. Syst. 4 https://doi.org/10.1109/TITS.2014.2383494 db/journals/tits/tits16.html#Ding0GL15

Guangyan Huang Jing He 0004 Yanchun Zhang Wanlei Zhou 0001 Hai Liu 0006 Peng Zhang 0063 Zhiming Ding Yue You Jian Cao 0001 Mining streams of short text for analysis of world-wide event evolutions. 1201-1217 2015 18 World Wide Web 5 https://doi.org/10.1007/s11280-014-0293-1 https://www.wikidata.org/entity/Q114262813 db/journals/www/www18.html#HuangHZZLZDYC15

Jiajie Xu 0001 Guanfeng Liu 0001 Kai Zheng 0001 Chengfei Liu Haoming Guo Zhiming Ding On Efficient Passenger Assignment for Group Transportation. 226-243 2015 DASFAA (1) https://doi.org/10.1007/978-3-319-18120-2_14 conf/dasfaa/2015-1 db/conf/dasfaa/dasfaa2015-1.html#XuLZLGD15 Jian Dai Bin Yang 0002 Chenjuan Guo Zhiming Ding Personalized route recommendation using big trajectory data. 543-554 2015 ICDE https://doi.org/10.1109/ICDE.2015.7113313 https://doi.ieeecomputersociety.org/10.1109/ICDE.2015.7113313 conf/icde/2015 db/conf/icde/icde2015.html#DaiYGD15 Xiaofeng Meng 0001 Zhiming Ding Jiajie Xu 0001 Moving Objects Management - Models, Techniques and Applications 2014 1-225 Springer 978-3-642-38275-8 978-3-642-38276-5 https://doi.org/10.1007/978-3-642-38276-5

Jingyu Han Kejia Chen 0001 Zhiming Ding Huiping Cao An efficient location reporting and indexing framework for urban road moving objects. 271-311 2014 32 Distributed Parallel Databases 2 https://doi.org/10.1007/s10619-013-7135-5 db/journals/dpd/dpd32.html#HanCDC14

Zhiming Ding Zhikui Chen Qi Yang 0013 IoT-SVKSearch: a real-time multimodal search engine mechanism for the internet of things. 871-897 2014 27 Int. J. Commun. Syst. 6 https://doi.org/10.1002/dac.2647 db/journals/ijcomsys/ijcomsys27.html#DingCY14

Xianling Lu Yuqing Zhu 0002 Deying Li 0001 Biaofei Xu Wenping Chen Zhiming Ding Minimum payment collaborative sensing network using mobile phones. 1859-1872 2014 20 Wirel. Networks 7 https://doi.org/10.1007/s11276-014-0715-0 db/journals/winet/winet20.html#LuZLXCD14

Zhihui Jiang Zhiming Ding Xiaofeng Gao 0001 Guihai Chen DCP: An efficient and distributed data center cache protocol with Fat-Tree topology. 1-4 2014 APNOMS https://doi.org/10.1109/APNOMS.2014.6996589 conf/apnoms/2014 db/conf/apnoms/apnoms2014.html#JiangDGC14 Limin Guo 0002 Guangyan Huang Zhiming Ding Efficient Detection of Emergency Event from Moving Object Data Streams. 422-437 2014 DASFAA (2) https://doi.org/10.1007/978-3-319-05813-9_28 conf/dasfaa/2014-2 db/conf/dasfaa/dasfaa2014-2.html#GuoHD14 Hongtai Zhang Jian Dai Kuien Liu Zhiming Ding Huidan Liu An efficient method of map generalization using topology partitioning and constraints recognition. 621-624 2014 SIGSPATIAL/GIS https://doi.org/10.1145/2666310.2666423 conf/gis/2014 db/conf/gis/gis2014.html#ZhangDLDL14 Kuien Liu Yaguang Li Zhiming Ding Shuo Shang Kai Zheng 0001 Benchmarking big data for trip recommendation. 1-6 2014 ICCCN https://doi.org/10.1109/ICCCN.2014.6911842 conf/icccn/2014 db/conf/icccn/icccn2014.html#LiuLDSZ14 Hongtai Zhang Kuien Liu Xiuli Wang Limin Guo 0002 Zhiming Ding An Effective Method to Detect People in Danger. 87-97 2014 WAIM Workshops https://doi.org/10.1007/978-3-319-11538-2_9 conf/waim/2014w db/conf/waim/waimw2014.html#ZhangLWGD14

Jiajie Xu 0001 Chengfei Liu Xiaohui Zhao 0001 Zhiming Ding Incorporating structural improvement into resource allocation for business process execution planning. 427-442 2013 25 Concurr. Comput. Pract. Exp. 3 https://doi.org/10.1002/cpe.2855 https://www.wikidata.org/entity/Q134670033 db/journals/concurrency/concurrency25.html#XuLZD13

Kuien Liu Jiajie Xu 0001 Longfei Zhang Zhiming Ding Mingshu Li 0001 Discovering hot topics from geo-tagged video. 90-99 2013 105 Neurocomputing https://doi.org/10.1016/j.neucom.2012.05.035 db/journals/ijon/ijon105.html#LiuXZDL13

Zhiming Ding Jiajie Xu 0001 Qi Yang 0013 SeaCloudDM: a database cluster framework for managing and querying massive heterogeneous sensor sampling data. 1260-1284 2013 66 J. Supercomput. 3 https://doi.org/10.1007/s11227-012-0762-1 db/journals/tjs/tjs66.html#DingXY13

Yaguang Li Chengfei Liu Kuien Liu Jiajie Xu 0001 Fengcheng He Zhiming Ding On Efficient Map-Matching According to Intersections You Pass By. 42-56 2013 DEXA (2) https://doi.org/10.1007/978-3-642-40173-2_6 conf/dexa/2013-2 db/conf/dexa/dexa2013-2.html#LiLLXHD13 Zhiming Ding Xu Gao Jiajie Xu 0001 Hong Wu IOT-StatisticDB: A General Statistical Database Cluster Mechanism for Big Data Analysis in the Internet of Things. 535-543 2013 GreenCom/iThings/CPScom https://doi.org/10.1109/GreenCom-iThings-CPSCom.2013.104 conf/greencom/2013 db/conf/greencom/greencom2013.html#DingGXW13 Xianling Lu Deying Li 0001 Biaofei Xu Wenping Chen Zhiming Ding Minimum cost collaborative sensing network with mobile phones. 1816-1820 2013 conf/icc/2013 ICC https://doi.org/10.1109/ICC.2013.6654784 db/conf/icc/icc2013.html#LuLXCD13 Yi Hong 0003 Donghyun Kim 0001 Deying Li 0001 Wenping Chen Alade O. Tokuta Zhiming Ding Target-Temporal Effective-Sensing Coverage in Mission-Driven Camera Sensor Networks. 1-9 2013 ICCCN https://doi.org/10.1109/ICCCN.2013.6614201 conf/icccn/2013 db/conf/icccn/icccn2013.html#HongKLCTD13 Kuien Liu Bin Yang 0002 Shuo Shang Yaguang Li Zhiming Ding MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search. 335-337 2013 MDM (1) https://doi.org/10.1109/MDM.2013.49 https://doi.ieeecomputersociety.org/10.1109/MDM.2013.49 conf/mdm/2013-1 db/conf/mdm/mdm2013-1.html#LiuYSLD13 Yunjun Gao Kyuseok Shim Zhiming Ding Peiquan Jin Zujie Ren Yingyuan Xiao An Liu 0002 Shaojie Qiao Web-Age Information Management - WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings 2013 Springer Lecture Notes in Computer Science 7901 https://doi.org/10.1007/978-3-642-39527-7 978-3-642-39526-0 WAIM Workshops db/conf/waim/waimw2013.html Zhiming Ding Jian Dai Xu Gao Qi Yang 0013 A Hybrid Search Engine Framework for the Internet of Things. 57-60 2012 WISA https://doi.org/10.1109/WISA.2012.11 https://doi.ieeecomputersociety.org/10.1109/WISA.2012.11 conf/IEEEwisa/2012 db/conf/IEEEwisa/wisa2012.html#DingDGY12 Xiling Sun Jiajie Xu 0001 Zhiming Ding Xu Gao Kuien Liu An Efficient Overload Control Strategy in Cloud. 11-18 2012 APWeb Workshops https://doi.org/10.1007/978-3-642-29426-6_3 conf/apweb/2012w db/conf/apweb/apweb2012w.html#SunXDGL12 Minghua Nuo Huidan Liu Weina Zhao Long-Long Ma Jian Wu 0011 Zhi Ming Ding Tibetan Base Noun Phrase Identification Framework Based on Chinese-Tibetan Sentence Aligned Corpus. 2141-2158 2012 COLING https://aclanthology.org/C12-1131/ conf/coling/2012 db/conf/coling/coling2012.html#NuoLZMWD12 Jiajie Xu 0001 Limin Guo 0002 Zhiming Ding Xiling Sun Chengfei Liu Traffic Aware Route Planning in Dynamic Road Networks. 576-591 2012 DASFAA (1) https://doi.org/10.1007/978-3-642-29038-1_41 conf/dasfaa/2012-1 db/conf/dasfaa/dasfaa2012-1.html#XuGDSL12 Kuien Liu Yaguang Li Fengcheng He Jiajie Xu 0001 Zhiming Ding Effective map-matching on the most simplified road network. 609-612 2012 SIGSPATIAL/GIS https://doi.org/10.1145/2424321.2424429 conf/gis/2012 db/conf/gis/gis2012.html#LiuLHXD12 Zhiming Ding Xu Gao Limin Guo 0002 Qi Yang 0013 A Hybrid Search Engine Framework for the Internet of Things Based on Spatial-Temporal, Value-Based, and Keyword-Based Conditions. 17-25 2012 GreenCom https://doi.org/10.1109/GreenCom.2012.13 https://doi.ieeecomputersociety.org/10.1109/GreenCom.2012.13 conf/greencom/2012 db/conf/greencom/greencom2012.html#DingGGY12 Zhiming Ding Qi Yang 0013 Limin Guo 0002 A Relational Database and Key-value Store Combined Mechanism for Massive Heterogeneous Sensor Data Management. 151-154 2012 SENSORNETS conf/sensornets/2012 db/conf/sensornets/sensornets2012.html#DingYG12 Xiaofeng Meng 0001 Zhiming Ding Haibo Hu 0001 Report on the third international workshop on cloud datamanagement (CloudDB 2011). 2637-2638 2011 CIKM https://doi.org/10.1145/2063576.2064051 conf/cikm/2011 db/conf/cikm/cikm2011.html#MengDH11 Zhiming Ding Ke Deng Collecting and Managing Network-Matched Trajectories of Moving Objects in Databases. 270-279 2011 DEXA (1) https://doi.org/10.1007/978-3-642-23088-2_19 conf/dexa/2011-1 db/conf/dexa/dexa2011-1.html#DingD11 Zhiming Ding Indexing Frequently Updated Trajectories of Network-Constrained Moving Objects. 464-474 2011 DEXA (2) https://doi.org/10.1007/978-3-642-23091-2_40 conf/dexa/2011-2 db/conf/dexa/dexa2011-2.html#Ding11 Minghua Nuo Huidan Liu Long-Long Ma Jian Wu 0011 Zhi Ming Ding Automatic Acquisition of Chinese-Tibetan Multi-word Equivalent Pair from Bilingual Corpora. 177-180 2011 IALP https://doi.org/10.1109/IALP.2011.33 https://doi.ieeecomputersociety.org/10.1109/IALP.2011.33 conf/ialp/2011 db/conf/ialp/ialp2011.html#NuoLMWD11 Zhiming Ding Qi Yang 0013 Hong Wu Massive Heterogeneous Sensor Data Management in the Internet of Things. 100-108 2011 iThings/CPSCom https://doi.org/10.1109/iThings/CPSCom.2011.6 https://doi.ieeecomputersociety.org/10.1109/iThings/CPSCom.2011.6 conf/ithings/2011 db/conf/ithings/ithings2011.html#DingYW11 Guangyan Huang Yanchun Zhang Jing He 0004 Zhiming Ding Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions. 375-386 2011 PAKDD (1) https://doi.org/10.1007/978-3-642-20841-6_31 conf/pakdd/2011-1 db/conf/pakdd/pakdd2011-1.html#HuangZHD11

Kuien Liu Ke Deng Zhiming Ding Mingshu Li 0001 Xiaofang Zhou 0001 MOIR/MT: Monitoring Large-Scale Road Network Traffic in Real-Time. 1538-1541 2009 2 Proc. VLDB Endow. 2 http://www.vldb.org/pvldb/vol2/vldb09-125.pdf https://doi.org/10.14778/1687553.1687585 db/journals/pvldb/pvldb2.html#LiuDDLZ09

Jingyu Han Dawei Jiang Lingjuan Li Zhiming Ding Assessing Accuracy with Locality-Sensitive Hashing in Multiple Source Environment. 278 2009 AMCIS http://aisel.aisnet.org/amcis2009/278 conf/amcis/2009 db/conf/amcis/amcis2009.html#HanJLD09 Xiaolan Yin Zhiming Ding Jing Li Moving Continuous K Nearest Neighbor Queries in Spatial Network Databases. 535-541 2009 CSIE (4) https://doi.org/10.1109/CSIE.2009.626 https://doi.ieeecomputersociety.org/10.1109/CSIE.2009.626 conf/csie/2009 db/conf/csie/csie2009-4.html#YinDL09 Zhiming Ding Guangyan Huang Real-Time Traffic Flow Statistical Analysis Based on Network-Constrained Moving Object Trajectories. 173-183 2009 DEXA https://doi.org/10.1007/978-3-642-03573-9_14 conf/dexa/2009 db/conf/dexa/dexa2009.html#DingH09 Zhiming Ding Limin Guo 0002 Xiaofeng Meng 0001 Adaptive Location Update Mechanism for Network-Constrained Moving Objects in Changeful Traffic Conditions. 417-423 2009 Mobile Data Management https://doi.org/10.1109/MDM.2009.77 https://doi.ieeecomputersociety.org/10.1109/MDM.2009.77 conf/mdm/2009 db/conf/mdm/mdm2009.html#DingGM09 Zhiming Ding Moving Objects Databases Based on Dynamic Transportation Networks: Modeling, Indexing, and Implementation. 1-16 2008 APWeb Workshops https://doi.org/10.1007/978-3-540-89376-9_1 conf/apweb/2008w db/conf/apweb/apweb2008w.html#Ding08 Guangyan Huang Jing He 0004 Zhiming Ding Wireless Video-Based Sensor Networks for Surveillance of Residential Districts. 154-165 2008 APWeb https://doi.org/10.1007/978-3-540-78849-2_18 conf/apweb/2008 db/conf/apweb/apweb2008.html#HuangHD08 Zhiming Ding Xiaofang Zhou 0001 Location Update Strategies for Network-Constrained Moving Objects. 644-652 2008 DASFAA https://doi.org/10.1007/978-3-540-78568-2_57 conf/dasfaa/2008 db/conf/dasfaa/dasfaa2008.html#DingZ08 Guangyan Huang Jing He 0004 Zhiming Ding Inter-frame Change Directing Online Clustering of Multiple Moving Objects for Video-Based Sensor Networks. 442-446 2008 Web Intelligence/IAT Workshops https://doi.org/10.1109/WIIAT.2008.125 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.125 conf/iat/2008w db/conf/iat/iatw2008.html#HuangHD08 Zhiming Ding UTR-Tree: An Index Structure for the Full Uncertain Trajectories of Network-Constrained Moving Objects. 33-40 2008 MDM https://doi.org/10.1109/MDM.2008.8 https://doi.ieeecomputersociety.org/10.1109/MDM.2008.8 conf/mdm/2008 db/conf/mdm/mdm2008.html#Ding08 Zhiming Ding Limin Guo 0002 Kuien Liu Hu Wu 0001 Xiaofang Zhou 0001 MOIR: A Prototype for Managing Moving Objects in Road Networks. 219-220 2008 MDM https://doi.org/10.1109/MDM.2008.40 https://doi.ieeecomputersociety.org/10.1109/MDM.2008.40 conf/mdm/2008 db/conf/mdm/mdm2008.html#DingGLWZ08 Zhemin Zhu Chen Wang 0020 Li Ma 0002 Yue Pan Zhiming Ding Scalable Community Discovery of Large Networks. 381-388 2008 WAIM https://doi.org/10.1109/WAIM.2008.13 https://doi.ieeecomputersociety.org/10.1109/WAIM.2008.13 conf/waim/2008 db/conf/waim/waim2008.html#ZhuWMPD08 Guangyan Huang Zhiming Ding Jing He 0004 Automatic Generation of Traditional Style Painting by Using Density-Based Color Clustering. 41-44 2007 ICDM Workshops https://doi.org/10.1109/ICDMW.2007.17 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2007.17 conf/icdm/2007w db/conf/icdm/icdmw2007.html#HuangDH07

Ralf Hartmut Güting Victor Teixeira de Almeida Zhiming Ding Modeling and querying moving objects in networks. 165-190 2006 15 VLDB J. 2 https://doi.org/10.1007/s00778-005-0152-x db/journals/vldb/vldb15.html#GutingAD06

Ralf Hartmut Güting Victor Teixeira de Almeida Dirk Ansorge Thomas Behr Zhiming Ding Thomas Höse Frank Hoffmann Markus Spiekermann Ulrich Telle SECONDO: An Extensible DBMS Platform for Research Prototyping and Teaching. 1115-1116 2005 conf/icde/2005 ICDE https://doi.org/10.1109/ICDE.2005.129 https://doi.ieeecomputersociety.org/10.1109/ICDE.2005.129 db/conf/icde/icde2005.html#GutingAABDHHST05

Ralf Hartmut Güting Zhiming Ding A simple but effective improvement to the plumb-line algorithm. 251-257 2004 91 Inf. Process. Lett. 6 https://doi.org/10.1016/j.ipl.2004.05.015 db/journals/ipl/ipl91.html#GutingD04

Zhiming Ding Ralf Hartmut Güting Modeling Temporally Variable Transportation Networks. 154-168 https://doi.org/10.1007/978-3-540-24571-1_13 2004 conf/dasfaa/2004 DASFAA db/conf/dasfaa/dasfaa2004.html#DingG04 Zhiming Ding Ralf Hartmut Güting Uncertainty Management for Network Constrained Moving Objects. 411-421 https://doi.org/10.1007/978-3-540-30075-5_40 2004 conf/dexa/2004 DEXA db/conf/dexa/dexa2004.html#DingG04 Zhiming Ding Ralf Hartmut Güting Managing Moving Objects on Dynamic Transportation Networks. 287-296 2004 conf/ssdbm/2004 SSDBM https://doi.ieeecomputersociety.org/10.1109/SSDBM.2004.48 db/conf/ssdbm/ssdbm2004.html#DingG04 Xiaofeng Meng 0001 Zhiming Ding DSTTMOD: A Future Trajectory Based Moving Objects Database. 444-453 https://doi.org/10.1007/978-3-540-45227-0_44 2003 conf/dexa/2003 DEXA db/conf/dexa/dexa2003.html#MengD03

Zhiming Ding Xiaofeng Meng 0001 Shan Wang 0001 A Transactional Asynchronous Replication Scheme for Mobile Database Systems. 389-396 2002 17 J. Comput. Sci. Technol. 4 https://doi.org/10.1007/BF02943279 db/journals/jcst/jcst17.html#DingMW02

Zhiming Ding Xiaofeng Meng 0001 Shan Wang 0001 A Novel Conflict Detection and Resolution Strategy Based on TLRSP in Replicated Mobile Database Systems. 234-240 2001 conf/dasfaa/2001 DASFAA db/conf/dasfaa/dasfaa2001.html#DingMW01 https://doi.org/10.1109/DASFAA.2001.916383 https://doi.ieeecomputersociety.org/10.1109/DASFAA.2001.916383 Zhiming Ding Xiaofeng Meng 0001 Shan Wang 0001 O2PC-MT: A Novel Optimistic Two-Phase Commit Protocol for Mobile Transactions. 846-856 2001 conf/dexa/2001 DEXA https://doi.org/10.1007/3-540-44759-8_82 db/conf/dexa/dexa2001.html#DingMW01 Victor Teixeira de Almeida Dirk Ansorge Thomas Behr Donovan Bradley Pi Bu Borui Cai Zhi Cai Huiping Cao Jian Cao 0001 Yang Cao 0022 Mengmeng Chang Guihai Chen Hongyang Chen 0001 Jing Chen Juncheng Chen Junyan Chen Ke-Jia Chen 0001Kejia Chen 0001 Lei Chen Longbiao Chen Wenping Chen Yajun Chen Zhengchao Chen Zhikui Chen Yuanying Chi Qinglong Cui Xuerui Cui Jian Dai Ke Deng Ziluo Ding Qian Dong Weihua Dong Xin Dong Hongwei Du 0001 Lun Du Xiaoping Du Yan Du Lijuan Duan Yuan Fang Xiaofeng Gao 0001 Xu Gao Xueyu Gao Yan Gao Yunjun Gao Weilin Ge Zhaoya Gong Qingfeng Guan 0001 Zhipeng Gui Chenjuan Guo Danhuai Guo Haoming Guo Limin Guo 0002 Ralf Hartmut Güting Jingyu Han Shi Han Xue Han Fengcheng He Jing He 0004 Frank Hoffmann Yi Hong 0003 Thomas Höse Zhigang Hou Zhihao Hou Anbang Hu Haibo Hu 0001 Guangyan Huang Meilin Ji Nannan Jia Xibin Jia Dawei Jiang Jiechuan Jiang Shan Jiang Shang Jiang Yanbing Jiang Zhihui Jiang Peiquan Jin Börje Karlsson 0001Börje F. Karlsson Donghyun Kim 0001 Deying Li 0001 Dongze Li Guoqi Li 0002 Jiayi Li 0001 Jing Li Juntao Li Lingjuan Li Lutong Li Mingshu Li 0001 Tian Li Tong Li 0001 Wenyong Li Xiang Li 0033 Xiangyang Li Xiong Li Xuyang Li Yaguang Li Yong Li 0008 Yunsong Li Zhixu Li Zhanbiao Lian Yi Liang Hui Lin An Liu 0002 Chengfei Liu Fangzhe Liu Guanfeng Liu 0001 Hai Liu 0006 Hengyu Liu 0001 Huidan Liu Kuien Liu Xinhui Liu Yu Liu 0070 Yuanzhu Liu Zhining Liu 0003 Zunhao Liu Jian-Guang Lou Feng Lu 0004 Hao Lu Xianling Lu Xucheng Lu Jiawei Lv Manying Lv Xinjie Lv Li Ma 0002 Long-Long Ma Xiaojun Ma 0001 Lingrui Mei Lingzhong Meng Xiangxi Meng Xiaofeng Meng 0001 Qing Mi Jian Miao Fangwen Mu Minghua Nuo Gang Pan 0001 Xiao Pan Yue Pan Jieli Peng Qiong Qi Shaojie Qiao Kun Qin Tao Qin Fujie Ren Hongbing Ren Zujie Ren Xiaotao Rong Shuo Shang Lin Shi Meihui Shi Kyuseok Shim Yuyu Shu Jun Song Rui Song Tengtao Song Markus Spiekermann Xing Su 0001 Gongyu Sun Leilei Sun Xiaodi Sun Xiling Sun Yafei Sun Yu-an TanYuan Tan Hengliang Tang Chuang Tao Minyu Tao Ulrich Telle Jing Tian Alade O. Tokuta Xiangbin Wan Chen Wang 0020 Fulin Wang Jiawei Wang Jingyuan Wang 0001 Junjie Wang Kun Wang Shan Wang 0001 Shaohua Wang Tao Wang Xiuli Wang Ye Wang Yingying Wang Yiwei Wang 0001 Yuxin Wang 0006 Zhumei Wang Ziming Wang Ziyuan Wang Hong Wu Hu Wu 0001 Huayi Wu Jian Wu 0011 Peili Wu Yang Wu Yanjun Wu Yurong Wu Zepeng Wu Yingyuan Xiao Xing Xie 0001 Biaofei Xu Chaoyi Xu Jiajie Xu 0001 Wei Xu 0008 Xinrun Xu Fei Xue Yunzhi Xue Jin Yan Bin Yang 0002 Bowen Yang Jianwen Yang Linjun Yang Qi Yang 0013 Sheng Yang Xi Yang 0005 Xinting Yang Yukuan Yang Zhankui Yang Rui Yao Yao Yao 0004 Xiaolan Yin Sira Yongchareon Yue You Wenhao Yu 0001 Lei Yuan Chongjian Yue Peng Yue Yang Yue 0001 Hailun Zhan Dongmei Zhang 0001 Fuzheng Zhang Hongtai Zhang Jiuling Zhang Liang Zhang Ling Zhang Liqing Zhang 0001 Longfei Zhang Minjie Zhang 0001 Peng Zhang 0063 Qi Zhang 0066 Qiuhong Zhang Shuai Zhang Shuchang Zhang Shuo Zhang Xueying Zhang Yanchun Zhang Yong Zhang 0002 Zhili Zhang Jinjing Zhao Lei Zhao 0001 Weina Zhao Xiaohui Zhao 0001 Zilin Zhao Bo Zheng 0007 Bolong Zheng Kai Zheng 0001 Tengfei Zheng Yuhao Zheng Wanlei Zhou 0001 Xiaofang Zhou 0001 Zhengzhong Zhou Zineng Zhou Bin B. ZhuBin Benjamin ZhuBin Zhu 0008 Meiling Zhu Qi Zhu Yingqiu Zhu Yuqing Zhu 0002 Zhemin Zhu