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ORCIDKai Zheng 0001
郑 凯
Person information
- affiliation: University of Electronic Science and Technology of China, Chengdu, China
- affiliation (former): Soochow University, Suzhou, China
- affiliation (former): University of Queensland, Brisbane, Australia
- unicode name: 郑 凯
Other persons with the same name
- Kai Zheng — disambiguation page
- Kai Zheng 0002 — University of California, Irvine, CA, USA (and 1 more)
- Kai Zheng 0003 — Huawei Technologies, Beijing, China (and 2 more)
- Kai Zheng 0004
![[0000-0001-7686-8226]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-7686-8226")
— Dalian Maritime University, Dalian, China (and 2 more) - Kai Zheng 0005 — Shanghai Jiao Tong University, Shanghai, China
- Kai Zheng 0006 — Wuhan University of Technology, Wuhan, China
- Kai Zheng 0007 — Peking University, Beijing, China
- Kai Zheng 0008 — East China Normal University, Shanghai, China
- Kai Zheng 0009 — Arcelor Mittal, Chicago, IL, USA (and 1 more)
- Kai Zheng 0010 — Beijing University of Science and Technology, Beijing, China (and 1 more)
- Kai Zheng 0011 — University of Science and Technology of China, Hefei, China
- Kai Zheng 0012 — Xiamen University, Xiamen, China
- Kai Zheng 0013 — Intel Corporation, Shanghai, China
- Kai Zheng 0014 — South China Normal University, Guangzhou, China
- Kai Zheng 0015 — North China Electric Power University, Beijing, China
- Kai Zheng 0016 — TaiYuan University of Technology, Shanxi, China
- Kai Zheng 0017 — Stony Brook University, Stony Brook, NY, USA
- Kai Zheng 0018 — Xi'an Jiaotong-Liverpool University, Department of Computer Science and Software Engineering, Suzhou, China
- Kai Zheng 0019 — Chongqing University of Posts and Telecommunications, Department of Mechanical Engineering, School of Advanced Manufacturing Engineering, China
- Kai Zheng 0020 — China University of Mining and Technology, School of Computer Science and Technology, Xuzhou, China
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2020 – today
- 2022
[j88]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I. ACM Trans. Intell. Syst. Technol. 13(1): 1:1-1:2 (2022)- [j87]Bin Wu, Xiangnan He, Yun Chen, Liqiang Nie, Kai Zheng, Yangdong Ye:
Modeling Product's Visual and Functional Characteristics for Recommender Systems. IEEE Trans. Knowl. Data Eng. 34(3): 1330-1343 (2022) - [j86]Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng:
Modeling Spatial Trajectories With Attribute Representation Learning. IEEE Trans. Knowl. Data Eng. 34(4): 1902-1914 (2022) - [j85]Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng:
Hierarchical Hyperedge Embedding-Based Representation Learning for Group Recommendation. ACM Trans. Inf. Syst. 40(1): 3:1-3:27 (2022) - [j84]Yue Cui, Hao Sun, Yan Zhao, Hongzhi Yin, Kai Zheng:
Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach. ACM Trans. Inf. Syst. 40(2): 23:1-23:22 (2022) - [c122]Yan Zhao, Xuanhao Chen, Liwei Deng, Tung Kieu, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Outlier Detection for Streaming Task Assignment in Crowdsourcing. WWW 2022: 1933-1943 - [c121]Jin Chen, Defu Lian, Binbin Jin, Kai Zheng, Enhong Chen:
Learning Recommenders for Implicit Feedback with Importance Resampling. WWW 2022: 1997-2005 - [i17]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng:
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks. CoRR abs/2201.02757 (2022) - [i16]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). CoRR abs/2203.14241 (2022) - [i15]Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Yan Zhao, Feiteng Huang, Kai Zheng:
Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. CoRR abs/2204.03341 (2022) - 2021
- [j83]Yue Cui, Kai Zheng, Dingshan Cui, Jiandong Xie, Liwei Deng, Feiteng Huang, Xiaofang Zhou:
METRO: A Generic Graph Neural Network Framework for Multivariate Time Series Forecasting. Proc. VLDB Endow. 15(2): 224-236 (2021) - [j82]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles. Proc. VLDB Endow. 15(3): 611-623 (2021) - [j81]Shuo Tao, Jingang Jiang, Defu Lian, Kai Zheng, Enhong Chen:
Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling. ACM Trans. Intell. Syst. Technol. 12(6): 78:1-78:23 (2021) - [j80]Meng Chen, Yixuan Zuo, Xiaoyi Jia, Yang Liu, Xiaohui Yu, Kai Zheng:
CEM: A Convolutional Embedding Model for Predicting Next Locations. IEEE Trans. Intell. Transp. Syst. 22(6): 3349-3358 (2021) - [j79]Pengpeng Zhao, Chengfeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong, Xiaofang Zhou:
Photo2Trip: Exploiting Visual Contents in Geo-Tagged Photos for Personalized Tour Recommendation. IEEE Trans. Knowl. Data Eng. 33(4): 1708-1721 (2021) - [j78]Junhua Fang, Rong Zhang, Yan Zhao, Kai Zheng, Xiaofang Zhou, Aoying Zhou:
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. IEEE Trans. Knowl. Data Eng. 33(5): 1861-1876 (2021) - [j77]Lei Niu, Chenpeng Fu, Qiang Yang, Zhixu Li, Zhigang Chen, Qingsheng Liu, Kai Zheng:
Open-world knowledge graph completion with multiple interaction attention. World Wide Web 24(1): 419-439 (2021) - [j76]Qiqi Zheng, Guanfeng Liu, An Liu, Zhixu Li, Kai Zheng, Lei Zhao, Xiaofang Zhou:
Implicit relation-aware social recommendation with variational auto-encoder. World Wide Web 24(5): 1395-1410 (2021) - [j75]Xuanhao Chen, Liwei Deng, Yan Zhao, Xiaofang Zhou, Kai Zheng:
Community-based influence maximization in location-based social network. World Wide Web 24(6): 1903-1928 (2021) - [c120]Jin Chen, Tiezheng Ge, Gangwei Jiang, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. AAAI 2021: 3967-3975 - [c119]Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin, Kai Zheng:
Subgraph Convolutional Network for Recommendation. CCIS 2021: 15-19 - [c118]Yue Cui, Chen Zhu, Guanyu Ye, Ziwei Wang, Kai Zheng:
Into the Unobservables: A Multi-range Encoder-decoder Framework for COVID-19 Prediction. CIKM 2021: 292-301 - [c117]Hao Sun, Changjie Yang, Liwei Deng, Fan Zhou, Feiteng Huang, Kai Zheng:
PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network. CIKM 2021: 1734-1743 - [c116]Ziwei Wang, Yan Zhao, Xuanhao Chen, Kai Zheng:
Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. CIKM 2021: 2070-2079 - [c115]Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su:
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. CIKM 2021: 2271-2280 - [c114]Guanyu Ye, Yan Zhao, Xuanhao Chen, Kai Zheng:
Task Allocation with Geographic Partition in Spatial Crowdsourcing. CIKM 2021: 2404-2413 - [c113]Yue Cui, Jiandong Xie, Kai Zheng:
Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting. CIKM 2021: 2965-2969 - [c112]Hao Sun, Zijian Wu, Yue Cui, Liwei Deng, Yan Zhao, Kai Zheng:
Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. DASFAA (3) 2021: 148-164 - [c111]Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su:
SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction. DASFAA (1) 2021: 422-438 - [c110]Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng:
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. DASFAA (1) 2021: 641-649 - [c109]Bingke Xu, Yue Cui, Zipeng Sun, Liwei Deng, Kai Zheng:
Fair Representation Learning in Knowledge-aware Recommendation. ICBK 2021: 385-392 - [c108]Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE 2021: 241-252 - [c107]Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen:
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. ICDE 2021: 265-276 - [c106]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Xiangliang Zhang, Kai Zheng:
DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. ICDE 2021: 2033-2038 - [c105]Xuanhao Chen, Liwei Deng, Feiteng Huang, Chengwei Zhang, Zongquan Zhang, Yan Zhao, Kai Zheng:
DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. ICDE 2021: 2225-2230 - [c104]Yunchuan Li, Yan Zhao, Kai Zheng:
Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach. ICDM 2021: 350-359 - [c103]Huimin Sun, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, Xiaofang Zhou:
MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation. IJCAI 2021: 3017-3023 - [c102]Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng:
Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. KDD 2021: 3343-3353 - [c101]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. SIGIR 2021: 808-817 - [c100]Jin Chen, Ju Xu, Gangwei Jiang, Tiezheng Ge, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Automated Creative Optimization for E-Commerce Advertising. WWW 2021: 2304-2313 - [i14]Jin Chen, Ju Xu, Gangwei Jiang, Tiezheng Ge, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Automated Creative Optimization for E-Commerce Advertising. CoRR abs/2103.00436 (2021) - [i13]Jin Chen, Tiezheng Ge, Gangwei Jiang, Zhiqiang Zhang, Defu Lian, Kai Zheng:
Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure. CoRR abs/2103.01453 (2021) - [i12]Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng:
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation. CoRR abs/2103.13506 (2021) - [i11]Yue Cui, Jiandong Xie, Kai Zheng:
Historical Inertia: An Ignored but Powerful Baseline for Long Sequence Time-series Forecasting. CoRR abs/2103.16349 (2021) - [i10]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. CoRR abs/2105.04774 (2021) - [i9]Liwei Deng, Xuanhao Chen, Yan Zhao, Kai Zheng:
HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. CoRR abs/2106.06167 (2021) - [i8]Jin Chen, Binbin Jin, Xu Huang, Defu Lian, Kai Zheng, Enhong Chen:
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. CoRR abs/2109.05773 (2021) - [i7]David Campos, Tung Kieu, Chenjuan Guo, Feiteng Huang, Kai Zheng, Bin Yang, Christian S. Jensen:
Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles - Extended Version. CoRR abs/2111.11108 (2021) - 2020
- [j74]Xiang Li, Yan Zhao, Xiaofang Zhou, Kai Zheng:
Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. Data Sci. Eng. 5(4): 375-390 (2020) - [j73]Shuo Shang, Kai Zheng, Panos Kalnis:
Introduction to spatio-temporal data driven urban computing. Distributed Parallel Databases 38(3): 561-562 (2020) - [j72]Jin Chen, Defu Lian, Kai Zheng:
Collaborative Filtering With Ranking-Based Priors on Unknown Ratings. IEEE Intell. Syst. 35(5): 38-49 (2020) - [j71]Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Wei Zhang, Kai Zheng, Panos Kalnis, Feilong Tang:
ITISS: an efficient framework for querying big temporal data. GeoInformatica 24(1): 27-59 (2020) - [j70]Xiaozhao Song, Jiajie Xu, Rui Zhou, Chengfei Liu, Kai Zheng, Pengpeng Zhao, Nickolas J. G. Falkner:
Collective spatial keyword search on activity trajectories. GeoInformatica 24(1): 61-84 (2020) - [j69]Shaoqing Wang, Cuiping Li, Zheng Wang, Hong Chen, Kai Zheng:
BPF++: A Unified Factorization model for predicting retweet behaviors. Inf. Sci. 515: 218-232 (2020) - [j68]Zhong Yang, Bolong Zheng, Guohui Li, Nguyen Quoc Viet Hung, Guanfeng Liu, Kai Zheng:
Searching Activity Trajectories by Exemplar. Trans. Data Sci. 1(3): 19:1-19:18 (2020) - [j67]Guanfeng Liu, Yurong Wang, Bolong Zheng, Zhixu Li, Kai Zheng:
Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints. IEEE Trans. Emerg. Top. Comput. Intell. 4(5): 675-685 (2020) - [j66]Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 32(1): 26-39 (2020) - [j65]Mingjun Xiao, Kai Ma, An Liu, Hui Zhao, Zhixu Li, Kai Zheng, Xiaofang Zhou:
SRA: Secure Reverse Auction for Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 32(4): 782-796 (2020) - [j64]Kai Zheng, Yan Zhao, Defu Lian, Bolong Zheng, Guanfeng Liu, Xiaofang Zhou:
Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. IEEE Trans. Knowl. Data Eng. 32(11): 2227-2240 (2020) - [j63]Yan Zhao, Kai Zheng, Yang Li, Han Su, Jiajun Liu, Xiaofang Zhou:
Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. IEEE Trans. Knowl. Data Eng. 32(12): 2336-2350 (2020) - [j62]Changsheng Li, Chong Liu, Lixin Duan, Peng Gao, Kai Zheng:
Reconstruction Regularized Deep Metric Learning for Multi-Label Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2294-2303 (2020) - [j61]Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng:
A survey of trajectory distance measures and performance evaluation. VLDB J. 29(1): 3-32 (2020) - [j60]Anqi Zhao, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng:
Temporal paths discovery with multiple constraints in attributed dynamic graphs. World Wide Web 23(1): 313-336 (2020) - [j59]Kai Zheng, Guanfeng Liu, Mehmet A. Orgun, Junping Du:
Preface to the Special Issue on Graph Data Management in Online Social Networks. World Wide Web 23(2): 691-692 (2020) - [c99]Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng:
Multi-modal Knowledge Graphs for Recommender Systems. CIKM 2020: 1405-1414 - [c98]Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng:
DeepQT : Learning Sequential Context for Query Execution Time Prediction. DASFAA (3) 2020: 188-203 - [c97]Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng:
Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. DASFAA (2) 2020: 677-693 - [c96]Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su:
Intention-Based Destination Recommendation in Navigation Systems. DASFAA (3) 2020: 698-710 - [c95]Yan Zhao, Kai Zheng, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou:
Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. ICDE 2020: 13-24 - [c94]Bolong Zheng, Chenze Huang, Christian S. Jensen, Lu Chen, Nguyen Quoc Viet Hung, Guanfeng Liu, GuoHui Li, Kai Zheng:
Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing. ICDE 2020: 973-984 - [c93]Kangzhi Zhao, Yong Zhang, Hongzhi Yin, Jin Wang, Kai Zheng, Xiaofang Zhou, Chunxiao Xing:
Discovering Subsequence Patterns for Next POI Recommendation. IJCAI 2020: 3216-3222 - [i6]Changsheng Li, Chong Liu, Lixin Duan, Peng Gao, Kai Zheng:
Reconstruction Regularized Deep Metric Learning for Multi-label Image Classification. CoRR abs/2007.13547 (2020) - [i5]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen:
Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks. CoRR abs/2009.12157 (2020) - [i4]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Xiaofang Zhou:
Overcoming Data Sparsity in Group Recommendation. CoRR abs/2010.00813 (2020)
2010 – 2019
- 2019
- [j58]Junwen Lu, Guanfeng Liu, Bolong Zheng, Yan Zhao, Kai Zheng:
Social context-aware trust paths finding for trustworthy service provider selection in social media. Multim. Tools Appl. 78(17): 24473-24500 (2019) - [j57]Shuo Shang, Lisi Chen, Kai Zheng, Christian S. Jensen, Zhewei Wei, Panos Kalnis:
Parallel Trajectory-to-Location Join. IEEE Trans. Knowl. Data Eng. 31(6): 1194-1207 (2019) - [j56]Guanfeng Liu, Qun Shi, Kai Zheng, Zhixu Li, An Liu, Jiajie Xu:
Context-aware graph pattern based top-k designated nodes finding in social graphs. World Wide Web 22(2): 751-770 (2019) - [j55]Guanfeng Liu, Qun Shi, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
An efficient method for top-k graph based node matching. World Wide Web 22(3): 945-966 (2019) - [j54]Bolong Zheng, Kai Zheng, Peter Scheuermann, Xiaofang Zhou, Quoc Viet Hung Nguyen, Chenliang Li:
Searching activity trajectory with keywords. World Wide Web 22(3): 967-1000 (2019) - [j53]Lisi Chen, Shuo Shang, Bin Yao, Kai Zheng:
Spatio-temporal top-k term search over sliding window. World Wide Web 22(5): 1953-1970 (2019) - [j52]Dongjun Zhai, Yue Sun, An Liu, Zhixu Li, Guanfeng Liu, Lei Zhao, Kai Zheng:
Towards secure and truthful task assignment in spatial crowdsourcing. World Wide Web 22(5): 2017-2040 (2019) - [j51]An Liu, Xindi Shen, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng, Shuo Shang:
Differential private collaborative Web services QoS prediction. World Wide Web 22(6): 2697-2720 (2019) - [c92]Jin Chen, Defu Lian, Kai Zheng:
Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer. AAAI 2019: 37-44 - [c91]Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng:
Preference-Aware Task Assignment in Spatial Crowdsourcing. AAAI 2019: 2629-2636 - [c90]Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan:
Learning Transferable Self-Attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. AAAI 2019: 9227-9234 - [c89]Han Su, Guanglin Cong, Wei Chen, Bolong Zheng, Kai Zheng:
Personalized Route Description Based On Historical Trajectories. CIKM 2019: 79-88 - [c88]Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng:
Music Playlist Recommendation with Long Short-Term Memory. DASFAA (2) 2019: 416-432 - [c87]Lianming Zhou, Xuanhao Chen, Yan Zhao, Kai Zheng:
Top-K Spatio-Topic Query on Social Media Data. DASFAA (2) 2019: 678-693 - [c86]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou:
Social Influence-Based Group Representation Learning for Group Recommendation. ICDE 2019: 566-577 - [c85]Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis:
Cluster-Based Subscription Matching for Geo-Textual Data Streams. ICDE 2019: 890-901 - [c84]Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis:
AUC-MF: Point of Interest Recommendation with AUC Maximization. ICDE 2019: 1558-1561 - [c83]Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng:
PerRD: A System for Personalized Route Description. ICDE 2019: 1658-1661 - [c82]Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, GuoHui Li, Xiaofang Zhou:
Answering Why-Not Group Spatial Keyword Queries (Extended Abstract). ICDE 2019: 2155-2156 - [c81]Pengfei Ding, Guanfeng Liu, Pengpeng Zhao, An Liu, Zhixu Li, Kai Zheng:
Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery. ICDM 2019: 140-149 - [c80]Huizhao Wang, Guanfeng Liu, Yan Zhao, Bolong Zheng, Pengpeng Zhao, Kai Zheng:
DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation. ICDM 2019: 608-617 - [c79]Jinfu Xia, Yan Zhao, Guanfeng Liu, Jiajie Xu, Min Zhang, Kai Zheng:
Profit-driven Task Assignment in Spatial Crowdsourcing. IJCAI 2019: 1914-1920 - [c78]Huizhao Wang, Guanfeng Liu, An Liu, Zhixu Li, Kai Zheng:
DMRAN: A Hierarchical Fine-Grained Attention-Based Network for Recommendation. IJCAI 2019: 3698-3704 - [c77]Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng:
Hidden POI Ranking with Spatial Crowdsourcing. KDD 2019: 814-824 - [c76]Yuandong Wang, Hongzhi Yin, Hongxu Chen, Tianyu Wo, Jie Xu, Kai Zheng:
Origin-Destination Matrix Prediction via Graph Convolution: a New Perspective of Passenger Demand Modeling. KDD 2019: 1227-1235 - [i3]Xiaoyu Zhang, Haichao Shi, Changsheng Li, Kai Zheng, Xiaobin Zhu, Lixin Duan:
Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. CoRR abs/1902.07370 (2019) - 2018
- [j50]Kai Zheng, Feifei Li, Kyuseok Shim:
Preface to the special issue on advances in Spatio-temporal data analysis and management. GeoInformatica 22(1): 1-2 (2018) - [j49]Guanfeng Liu, Yi Liu, Kai Zheng, An Liu, Zhixu Li, Yan Wang, Xiaofang Zhou:
MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs. IEEE Trans. Knowl. Data Eng. 30(6): 1050-1064 (2018) - [j48]Defu Lian, Kai Zheng, Yong Ge, Longbing Cao, Enhong Chen, Xing Xie:
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization. ACM Trans. Inf. Syst. 36(3): 33:1-33:29 (2018) - [j47]Lei Li, Kai Zheng, Sibo Wang, Wen Hua, Xiaofang Zhou:
Go slow to go fast: minimal on-road time route scheduling with parking facilities using historical trajectory. VLDB J. 27(3): 321-345 (2018) - [j46]Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis:
Parallel trajectory similarity joins in spatial networks. VLDB J. 27(3): 395-420 (2018) - [j45]Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang:
SharkDB: an in-memory column-oriented storage for trajectory analysis. World Wide Web 21(2): 455-485 (2018) - [j44]Zhihu Qian, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Xiaofang Zhou:
Semantic-aware top-k spatial keyword queries. World Wide Web 21(3): 573-594 (2018) - [j43]Guanfeng Liu, Yi Liu, An Liu, Zhixu Li, Kai Zheng, Yan Wang, Xiaofang Zhou:
Context-aware trust network extraction in large-scale trust-oriented social networks. World Wide Web 21(3): 713-738 (2018) - [c75]Jian Li, An Liu, Weiqi Wang, Zhixu Li, Guanfeng Liu, Lei Zhao, Kai Zheng:
Towards Privacy-Preserving Travel-Time-First Task Assignment in Spatial Crowdsourcing. APWeb/WAIM (2) 2018: 19-34 - [c74]Rong Liu, Guanglin Cong, Bolong Zheng, Kai Zheng, Han Su:
Location Prediction in Social Networks. APWeb/WAIM (2) 2018: 151-165 - [c73]Chen Yang, Wei Chen, Bolong Zheng, Tieke He, Kai Zheng, Han Su:
Predicting Passenger's Public Transportation Travel Route Using Smart Card Data. APWeb/WAIM (2) 2018: 199-213 - [c72]Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng:
A Time-Aware Path-Based Publish/Subscribe Framework. DASFAA (1) 2018: 511-528 - [c71]Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo:
Distributed In-Memory Analytics for Big Temporal Data. DASFAA (1) 2018: 549-565 - [c70]Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu, Kai Zheng:
Modeling Travel Behavior Similarity with Trajectory Embedding. DASFAA (1) 2018: 630-646 - [c69]Jiuchao Shi, Guanfeng Liu, Anqi Zhao, An Liu, Zhixu Li, Kai Zheng:
A Multi-Constrained Temporal Path Query System. ER Workshops 2018: 39-43 - [c68]Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic:
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE 2018: 89-100 - [c67]