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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, Department of Informatics, CA, USA (and 1 more)
- Kai Zheng 0003
![[0009-0008-7007-9400]](https://dblp.org/img/orcid-mark.12x12.png "0009-0008-7007-9400")
— Huawei Technologies, Beijing, China (and 2 more) - Kai Zheng 0004 — 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
- Kai Zheng 0021 — Microsoft STC Asia
- Kai Zheng 0022 — Wuhan University of Technology, School of Navigation, China (and 2 more)
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2020 – today
- 2025
[j124]Yan Liu, Yaxin Liu, Ruiqing Han, Kai Zheng, Yufeng Yao, Ming Zhong:
Interactive Prompt-Guided Robotic Grasping for Arbitrary Objects Based on Promptable Segment Anything Model and Force-Closure Analysis. Adv. Intell. Syst. 7(3) (2025)- [j123]Xu Chen, Shuncheng Liu, Tong Yuan, Tao Ye, Kai Zeng, Han Su, Kai Zheng:
Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve. Proc. ACM Manag. Data 3(1): 60:1-60:26 (2025) - [j122]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Spatio-Temporal Prediction on Streaming Data: A Unified Federated Continuous Learning Framework. IEEE Trans. Knowl. Data Eng. 37(4): 2126-2140 (2025) - [j121]Ziyang Liu, Chaokun Wang, Shuwen Zheng, Cheng Wu, Kai Zheng, Yang Song, Na Mou:
Pone-GNN: Integrating Positive and Negative Feedback in Graph Neural Networks for Recommender Systems. Trans. Recomm. Syst. 3(2): 25:1-25:23 (2025) - [c200]Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu:
Trigger3: Refining Query Correction via Adaptive Model Selector. AAAI 2025: 13260-13268 - [c199]Wuchao Li, Kai Zheng, Defu Lian, Qi Liu, Wentian Bao, Yunen Yu, Yang Song, Han Li, Kun Gai:
Making Transformer Decoders Better Differentiable Indexers. ICLR 2025 - [c198]Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li:
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. ICLR 2025 - [c197]Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng:
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective. KDD (1) 2025: 307-317 - [c196]Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou:
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. WSDM 2025: 726-734 - [c195]Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective. WWW 2025: 772-785 - [c194]Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng:
LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search. WWW 2025: 2729-2741 - [c193]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
LargePiG for Hallucination-Free Query Generation: Your Large Language Model is Secretly a Pointer Generator. WWW 2025: 4766-4779 - [i64]Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li:
ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. CoRR abs/2501.07861 (2025) - [i63]Jinwen Chen, Jiannan Guo, Dazhuo Qiu, Yawen Li, Guanhua Ye, Yan Zhao, Kai Zheng:
DATA-WA: Demand-based Adaptive Task Assignment with Dynamic Worker Availability Windows. CoRR abs/2503.21458 (2025) - [i62]Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng:
LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search. CoRR abs/2503.23409 (2025) - [i61]Kepu Zhang, Zhongxiang Sun, Weijie Yu, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li, Jun Xu:
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors. CoRR abs/2504.04062 (2025) - [i60]Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu:
Unified Generative Search and Recommendation. CoRR abs/2504.05730 (2025) - [i59]Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li:
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. CoRR abs/2504.05731 (2025) - [i58]Yuchuan Zhao, Tong Chen, Junliang Yu, Kai Zheng, Lizhen Cui, Hongzhi Yin:
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation. CoRR abs/2504.06586 (2025) - 2024
- [j120]Hao Miao, Ziqiao Liu, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching. Proc. VLDB Endow. 18(2): 226-238 (2024) - [j119]Liwei Deng, Tianfu Wang, Yan Zhao, Kai Zheng:
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management. Proc. VLDB Endow. 18(2): 466-474 (2024) - [j118]Liwei Deng, Penghao Chen, Ximu Zeng, Tianfu Wang, Yan Zhao, Kai Zheng:
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search. Proc. VLDB Endow. 18(3): 812-821 (2024) - [j117]Hao Miao, Xiaolong Zhong, Jiaxin Liu, Yan Zhao, Xiangyu Zhao, Weizhu Qian, Kai Zheng, Christian S. Jensen:
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36(4): 1800-1814 (2024) - [j116]Kai Huang, Yue Cui, Qingqing Ye, Yan Zhao, Xi Zhao, Yao Tian, Kai Zheng, Haibo Hu, Xiaofang Zhou:
TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. IEEE Trans. Knowl. Data Eng. 36(5): 2224-2238 (2024) - [j115]Weizhu Qian, Yan Zhao, Dalin Zhang, Bowei Chen, Kai Zheng, Xiaofang Zhou:
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(5): 2239-2256 (2024) - [j114]Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Kai Zheng:
STWave$^+$+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting. IEEE Trans. Knowl. Data Eng. 36(6): 2671-2685 (2024) - [j113]Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng:
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 36(7): 2927-2941 (2024) - [j112]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Personalized Elastic Embedding Learning for On-Device Recommendation. IEEE Trans. Knowl. Data Eng. 36(7): 3363-3375 (2024) - [j111]Yan Zhao, Xuanlei Chen, Guanyu Ye, Fangda Guo, Kai Zheng, Xiaofang Zhou:
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework. IEEE Trans. Knowl. Data Eng. 36(9): 4943-4955 (2024) - [j110]Yan Zhao, Kai Zheng, Ziwei Wang, Liwei Deng, Bin Yang, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou:
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. VLDB J. 33(1): 163-184 (2024) - [j109]Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Kai Zheng, Defu Lian, Enhong Chen:
When large language models meet personalization: perspectives of challenges and opportunities. World Wide Web (WWW) 27(4): 42 (2024) - [c192]Haitian Chen, Xu Chen, Zibo Liang, Xiushi Feng, Jiandong Xie, Han Su, Kai Zheng:
Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection. CIKM 2024: 218-227 - [c191]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Large Language Models Enhanced Collaborative Filtering. CIKM 2024: 2178-2188 - [c190]Runfan Ye, Zibo Liang, Xu Chen, Shuncheng Liu, Kai Zheng:
A Cause-Focused Query Optimizer Alert System. CIKM 2024: 2981-2990 - [c189]Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai:
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. CIKM 2024: 4890-4897 - [c188]Waner Li, Xu Chen, Zibo Liang, Runfan Ye, Ruyi Lai, Siying Yue, Qinyuan Su, Kai Zheng, Han Su, Shaozhi Wu:
FAITH: A Fast, Accurate, and Lightweight Database-Agnostic Learned Cost Model. DASFAA (Workshops) 2024: 27-41 - [c187]Quanlin Yu, Yuyang Xia, Shuncheng Liu, Weijie Lian, Rui Hu, Zhengzhuo Zhang, Shaozhi Wu, Kai Zheng, Han Su:
MODUS: An Impact-Aware Decision Framework with Adaptive Fusion for Connected Autonomous Vehicles. DASFAA (7) 2024: 53-69 - [c186]Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng:
Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving. DASFAA (7) 2024: 220-231 - [c185]Liwei Deng, Yan Zhao, Yue Cui, Yuyang Xia, Jin Chen, Kai Zheng:
Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage. ICDE 2024: 276-288 - [c184]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. ICDE 2024: 1050-1062 - [c183]Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng:
Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. ICDE 2024: 1228-1241 - [c182]Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. ICDE 2024: 1685-1698 - [c181]Ziyang Liu, Chaokun Wang, Liqun Yang, Yunkai Lou, Hao Feng, Cheng Wu, Kai Zheng, Yang Song:
Incorporating Dynamic Temperature Estimation into Contrastive Learning on Graphs. ICDE 2024: 2889-2903 - [c180]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. ICDE 2024: 2986-2999 - [c179]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. ICDE 2024: 3056-3069 - [c178]Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li:
LightTR: A Lightweight Framework for Federated Trajectory Recovery. ICDE 2024: 4422-4434 - [c177]Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng:
Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving. ICDE 2024: 4463-4476 - [c176]Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng:
Learning to Hash for Trajectory Similarity Computation and Search. ICDE 2024: 4491-4503 - [c175]Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen:
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE 2024: 4628-4642 - [c174]Zibo Liang, Xu Chen, Yuyang Xia, Runfan Ye, Haitian Chen, Jiandong Xie, Kai Zheng:
DACE: A Database-Agnostic Cost Estimator. ICDE 2024: 4925-4937 - [c173]Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song:
UniSAR: Modeling User Transition Behaviors between Search and Recommendation. SIGIR 2024: 1029-1039 - [c172]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Poisoning Decentralized Collaborative Recommender System and Its Countermeasures. SIGIR 2024: 1712-1721 - [c171]Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu, Kun Gai:
Generative Retrieval with Semantic Tree-Structured Identifiers and Contrastive Learning. SIGIR-AP 2024: 154-163 - [c170]Yupu Zhang, Guanglin Cong, Jihan Qu, Ran Xu, Yuan Fu, Weiqi Li, Feiran Hu, Jing Liu, Wenliang Zhang, Kai Zheng:
ESTELLE: An Efficient and Cost-effective Cloud Log Engine. SIGMOD Conference Companion 2024: 201-213 - [c169]Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Quoc Viet Hung Nguyen, Hongzhi Yin:
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. WWW 2024: 3379-3387 - [c168]Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai:
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. WWW 2024: 3621-3631 - [i57]Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Nguyen Quoc Viet Hung, Hongzhi Yin:
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. CoRR abs/2401.14583 (2024) - [i56]Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
Adaptive Hypergraph Network for Trust Prediction. CoRR abs/2402.05154 (2024) - [i55]Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng:
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond. CoRR abs/2403.14151 (2024) - [i54]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Large Language Models Enhanced Collaborative Filtering. CoRR abs/2403.17688 (2024) - [i53]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Poisoning Decentralized Collaborative Recommender System and Its Countermeasures. CoRR abs/2404.01177 (2024) - [i52]Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song:
UniSAR: Modeling User Transition Behaviors between Search and Recommendation. CoRR abs/2404.09520 (2024) - [i51]Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao:
Real-Time Trajectory Synthesis with Local Differential Privacy. CoRR abs/2404.11450 (2024) - [i50]Hao Miao, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Feiteng Huang, Jiandong Xie, Christian S. Jensen:
A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. CoRR abs/2404.14999 (2024) - [i49]Ziqiao Liu, Hao Miao, Yan Zhao, Chenxi Liu, Kai Zheng, Huan Li:
LightTR: A Lightweight Framework for Federated Trajectory Recovery. CoRR abs/2405.03409 (2024) - [i48]Kai Zheng, Haijun Zhao, Rui Huang, Beichuan Zhang, Na Mou, Yanan Niu, Yang Song, Hongning Wang, Kun Gai:
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. CoRR abs/2405.04844 (2024) - [i47]Zihua Si, Lin Guan, Zhongxiang Sun, Xiaoxue Zang, Jing Lu, Yiqun Hui, Xingchao Cao, Zeyu Yang, Yichen Zheng, Dewei Leng, Kai Zheng, Chenbin Zhang, Yanan Niu, Yang Song, Kun Gai:
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou. CoRR abs/2407.16357 (2024) - [i46]Wuchao Li, Rui Huang, Haijun Zhao, Chi Liu, Kai Zheng, Qi Liu, Na Mou, Guorui Zhou, Defu Lian, Yang Song, Wentian Bao, Enyun Yu, Wenwu Ou:
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. CoRR abs/2408.12153 (2024) - [i45]Wentian Bao, Hu Liu, Kai Zheng, Chao Zhang, Shunyu Zhang, Enyun Yu, Wenwu Ou, Yang Song:
Beyond Relevance: Improving User Engagement by Personalization for Short-Video Search. CoRR abs/2409.11281 (2024) - [i44]Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
LargePiG: Your Large Language Model is Secretly a Pointer Generator. CoRR abs/2410.11366 (2024) - [i43]Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu, Xiao Zhang, Weijie Yu, Han Li:
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. CoRR abs/2410.11414 (2024) - [i42]Qi Liu, Kai Zheng, Rui Huang, Wuchao Li, Kuo Cai, Yuan Chai, Yanan Niu, Yiqun Hui, Bing Han, Na Mou, Hongning Wang, Wentian Bao, Yunen Yu, Guorui Zhou, Han Li, Yang Song, Defu Lian, Kun Gai:
RecFlow: An Industrial Full Flow Recommendation Dataset. CoRR abs/2410.20868 (2024) - [i41]Hao Miao, Ziqiao Liu, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching-Extended Version. CoRR abs/2410.20905 (2024) - [i40]Chi Liu, Jiangxia Cao, Rui Huang, Kai Zheng, Qiang Luo, Kun Gai, Guorui Zhou:
KuaiFormer: Transformer-Based Retrieval at Kuaishou. CoRR abs/2411.10057 (2024) - [i39]Hung Vinh Tran, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective. CoRR abs/2411.13052 (2024) - [i38]Liwei Deng, Penghao Chen, Ximu Zeng, Tianfu Wang, Yan Zhao, Kai Zheng:
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search. CoRR abs/2411.17229 (2024) - [i37]Liwei Deng, Tianfu Wang, Yan Zhao, Kai Zheng:
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management. CoRR abs/2412.03038 (2024) - [i36]Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng:
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective. CoRR abs/2412.09972 (2024) - [i35]Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu:
Trigger3: Refining Query Correction via Adaptive Model Selector. CoRR abs/2412.12701 (2024) - 2023
- [j108]Haitian Chen, Ziwei Wang, Yunchuan Li, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng:
Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing. Data Sci. Eng. 8(3): 234-246 (2023) - [j107]Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng:
BASE: Bridging the Gap between Cost and Latency for Query Optimization. Proc. VLDB Endow. 16(8): 1958-1966 (2023) - [j106]Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng:
LEON: A New Framework for ML-Aided Query Optimization. Proc. VLDB Endow. 16(9): 2261-2273 (2023) - [j105]Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen:
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation. IEEE Trans. Knowl. Data Eng. 35(2): 2034-2047 (2023) - [j104]Pengfei Ding, Guanfeng Liu, Yan Wang, Kai Zheng, Xiaofang Zhou:
A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery. IEEE Trans. Knowl. Data Eng. 35(3): 2243-2257 (2023) - [j103]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng:
DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 35(4): 3645-3657 (2023) - [j102]Defu Lian, Zhihao Zhu, Kai Zheng, Yong Ge, Xing Xie, Enhong Chen:
Network Representation Lightening From Hashing to Quantization. IEEE Trans. Knowl. Data Eng. 35(5): 5119-5131 (2023) - [j101]Yan Zhao, Kai Zheng, Yunchuan Li, Jinfu Xia, Bin Yang, Torben Bach Pedersen, Rui Mao, Christian S. Jensen, Xiaofang Zhou:
Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(8): 8386-8401 (2023) - [j100]Yan Zhao, Tinghao Lai, Ziwei Wang, Kaixuan Chen, Huan Li, Kai Zheng:
Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 35(9): 9783-9796 (2023) - [j99]Minrui Xu, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Pengpeng Zhao, Chengfei Liu:
Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation. IEEE Trans. Knowl. Data Eng. 35(10): 10011-10023 (2023) - [j98]Yan Zhao, Jiaxin Liu, Yunchuan Li, Dalin Zhang, Christian S. Jensen, Kai Zheng:
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. IEEE Trans. Knowl. Data Eng. 35(10): 10722-10734 (2023) - [j97]Mubashir Imran, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Alexander Zhou, Kai Zheng:
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. ACM Trans. Inf. Syst. 41(3): 65:1-65:30 (2023) - [j96]Yan Zhao, Liwei Deng, Kai Zheng:
AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing. ACM Trans. Inf. Syst. 41(4): 95:1-95:32 (2023) - [c167]Yongfu Fan, Jin Chen, Yongquan Jiang, Defu Lian, Fangda Guo, Kai Zheng:
Batch-Mix Negative Sampling for Learning Recommendation Retrievers. CIKM 2023: 494-503 - [c166]Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng:
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. CIKM 2023: 535-544 - [c165]Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng:
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. CIKM 2023: 3124-3133 - [c164]Xiaolong Zhong, Hao Miao, Dazhuo Qiu, Yan Zhao, Kai Zheng:
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. CIKM 2023: 3534-3543 - [c163]Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng:
Learned Bloom Filter for Multi-key Membership Testing. DASFAA (1) 2023: 62-79 - [c162]Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Jiandong Xie, Kai Zheng:
SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. DASFAA (1) 2023: 431-447 - [c161]Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su:
SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. DASFAA (4) 2023: 447-462 - [c160]Liwei Deng, Yan Zhao, Hao Sun, Changjie Yang, Jiandong Xie, Kai Zheng:
Fusing Local and Global Mobility Patterns for Trajectory Recovery. DASFAA (1) 2023: 448-463 - [c159]Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou:
Instant Representation Learning for Recommendation over Large Dynamic Graphs. ICDE 2023: 82-95 - [c158]Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu:
Uncertainty Quantification for Traffic Forecasting: A Unified Approach. ICDE 2023: 992-1004 - [c157]Yue Cui, Shuhao Li, Wenjin Deng, Zhaokun Zhang, Jing Zhao, Kai Zheng, Xiaofang Zhou:
ROI-demand Traffic Prediction: A Pre-train, Query and Fine-tune Framework. ICDE 2023: 1340-1352 - [c156]Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng:
Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle. ICDE 2023: 3255-3268 - [c155]Meng Chen, Yan Zhao, Yang Liu, Xiaohui Yu, Kai Zheng:
Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). ICDE 2023: 3813-3814 - [c154]Bin Wu, Xiangnan He, Yu Chen, Liqiang Nie, Kai Zheng, Yangdong Ye:
Modeling Product's Visual and Functional Characteristics for Recommender Systems (Extended Abstract). ICDE 2023: 3837-3838 - [c153]Zibo Liang, Xu Chen, Yan Zhao, Jiandong Xie, Kai Zeng, Kai Zheng:
Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning. ICDM 2023: 388-397 - [c152]Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng:
Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay. ICDM 2023: 1013-1018 - [c151]Hechuan Wen, Tong Chen, Li Kheng Chai, Shazia Sadiq, Kai Zheng, Hongzhi Yin:
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. ICDM 2023: 1415-1420 - [c150]Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai:
Graph Contrastive Learning with Generative Adversarial Network. KDD 2023: 2721-2730 - [c149]Jing Long, Tong Chen, Quoc Viet Hung Nguyen, Guandong Xu, Kai Zheng, Hongzhi Yin:
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. SIGIR 2023: 423-432 - [c148]Jingcao Xu, Chaokun Wang, Cheng Wu, Yang Song, Kai Zheng, Xiaowei Wang, Changping Wang, Guorui Zhou, Kun Gai:
Multi-behavior Self-supervised Learning for Recommendation. SIGIR 2023: 496-505 - [c147]Yunke Qu, Tong Chen, Xiangyu Zhao, Lizhen Cui, Kai Zheng, Hongzhi Yin:
Continuous Input Embedding Size Search For Recommender Systems. SIGIR 2023: 708-717 - [c146]Xuanhao Chen, Liwei Deng, Yan Zhao, Kai Zheng:
Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation. WSDM 2023: 267-275 - [c145]Liwei Deng, Hao Sun, Yan Zhao, Shuncheng Liu, Kai Zheng:
S2TUL: A Semi-Supervised Framework for Trajectory-User Linking. WSDM 2023: 375-383 - [c144]Yue Cui, Chen Ma, Kai Zheng, Lei Chen, Xiaofang Zhou:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [i34]Yunke Qu, Tong Chen, Xiangyu Zhao, Lizhen Cui, Kai Zheng, Hongzhi Yin:
Continuous Input Embedding Size Search For Recommender Systems. CoRR abs/2304.03501 (2023) - [i33]Jing Long, Tong Chen, Nguyen Quoc Viet Hung, Guandong Xu, Kai Zheng, Hongzhi Yin:
Model-Agnostic Decentralized Collaborative Learning for On-Device POI Recommendation. CoRR abs/2304.03947 (2023) - [i32]Jingcao Xu, Chaokun Wang, Cheng Wu, Yang Song, Kai Zheng, Xiaowei Wang, Changping Wang, Guorui Zhou, Kun Gai:
Multi-behavior Self-supervised Learning for Recommendation. CoRR abs/2305.18238 (2023) - [i31]Cheng Wu, Chaokun Wang, Jingcao Xu, Ziwei Fang, Tiankai Gu, Changping Wang, Yang Song, Kai Zheng, Xiaowei Wang, Guorui Zhou:
Instant Representation Learning for Recommendation over Large Dynamic Graphs. CoRR abs/2305.18622 (2023) - [i30]Ziyang Liu, Chaokun Wang, Jingcao Xu, Cheng Wu, Kai Zheng, Yang Song, Na Mou, Kun Gai:
PANE-GNN: Unifying Positive and Negative Edges in Graph Neural Networks for Recommendation. CoRR abs/2306.04095 (2023) - [i29]Ruiqi Zheng, Liang Qu, Tong Chen, Kai Zheng, Yuhui Shi, Hongzhi Yin:
Personalized Elastic Embedding Learning for On-Device Recommendation. CoRR abs/2306.10532 (2023) - [i28]Xinyi Gao, Tong Chen, Yilong Zang, Wentao Zhang, Quoc Viet Hung Nguyen, Kai Zheng, Hongzhi Yin:
Graph Condensation for Inductive Node Representation Learning. CoRR abs/2307.15967 (2023) - [i27]Cheng Wu, Chaokun Wang, Jingcao Xu, Ziyang Liu, Kai Zheng, Xiaowei Wang, Yang Song, Kun Gai:
Graph Contrastive Learning with Generative Adversarial Network. CoRR abs/2308.00535 (2023) - [i26]Hechuan Wen, Tong Chen, Li Kheng Chai, Shazia Sadiq, Kai Zheng, Hongzhi Yin:
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. CoRR abs/2309.08165 (2023) - [i25]Zihua Si, Zhongxiang Sun, Jiale Chen, Guozhang Chen, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu:
Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning. CoRR abs/2309.13375 (2023) - [i24]Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng:
Parameterized Decision-making with Multi-modal Perception for Autonomous Driving. CoRR abs/2312.11935 (2023) - 2022
- [j95]Ming Dong, Bolong Zheng, Guohui Li, Chenliang Li, Kai Zheng, Xiaofang Zhou:
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1068-1078 (2022) - [j94]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) - [j93]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II. ACM Trans. Intell. Syst. Technol. 13(3): 34:1-34:2 (2022) - [j92]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) - [j91]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) - [j90]Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Xiaofang Zhou:
Overcoming Data Sparsity in Group Recommendation. IEEE Trans. Knowl. Data Eng. 34(7): 3447-3460 (2022) - [j89]Yan Zhao, Kai Zheng, Hongzhi Yin, Guanfeng Liu, Junhua Fang, Xiaofang Zhou:
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. IEEE Trans. Knowl. Data Eng. 34(7): 3461-3477 (2022) - [j88]Xuanhao Chen, Yan Zhao, Guanfeng Liu, Rui Sun, Xiaofang Zhou, Kai Zheng:
Efficient Similarity-Aware Influence Maximization in Geo-Social Network. IEEE Trans. Knowl. Data Eng. 34(10): 4767-4780 (2022) - [j87]Peng Han, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Xiangliang Zhang:
Point-of-Interest Recommendation With Global and Local Context. IEEE Trans. Knowl. Data Eng. 34(11): 5484-5495 (2022) - [j86]Defu Lian, Jin Chen, Kai Zheng, Enhong Chen, Xiaofang Zhou:
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 34(12): 5951-5963 (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) - [c143]Chen Zhu, Yue Cui, Yan Zhao, Kai Zheng:
Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing. APWeb/WAIM (1) 2022: 264-279 - [c142]Zidan Fu, Kai Zheng:
Searching Similar Trajectories Based on Shape. Big Data (CCF) 2022: 1-20 - [c141]Linjie Li, Yi Xiao, Dewei Ma, Kai Zheng:
PREVAIL: Pre-trained Variational Adversarial Active Learning for Molecular Property Prediction. CCIS 2022: 143-149 - [c140]Xuanlei Chen, Yan Zhao, Kai Zheng:
Task Publication Time Recommendation in Spatial Crowdsourcing. CIKM 2022: 232-241 - [c139]Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng:
Efficient Trajectory Similarity Computation with Contrastive Learning. CIKM 2022: 365-374 - [c138]Tinghao Lai, Yan Zhao, Weizhu Qian, Kai Zheng:
Loyalty-based Task Assignment in Spatial Crowdsourcing. CIKM 2022: 1014-1023 - [c137]Jiaxin Liu, Liwei Deng, Hao Miao, Yan Zhao, Kai Zheng:
Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. CIKM 2022: 1279-1288 - [c136]Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng:
Efficient Learning with Pseudo Labels for Query Cost Estimation. CIKM 2022: 1309-1318 - [c135]Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng:
HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic. CIKM 2022: 1319-1328 - [c134]Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su:
RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning. CIKM 2022: 2210-2219 - [c133]Jiandong Xie, Yue Cui, Feiteng Huang, Chao Liu, Kai Zheng:
MARINA: An MLP-Attention Model for Multivariate Time-Series Analysis. CIKM 2022: 2230-2239 - [c132]Xuanhao Chen, Yan Zhao, Kai Zheng, Bin Yang, Christian S. Jensen:
Influence-aware Task Assignment in Spatial Crowdsourcing. ICDE 2022: 2141-2153 - [c131]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. ICDE 2022: 3038-3050 - [c130]Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng:
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. ICDE 2022: 3294-3306 - [c129]Yu Fan, Jiajie Xu, Rui Zhou, Jianxin Li, Kai Zheng, Lu Chen, Chengfei Liu:
MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation. IJCAI 2022: 2023-2029 - [c128]Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng:
Efficient Join Order Selection Learning with Graph-based Representation. KDD 2022: 97-107 - [c127]Yuan Xu, Jiajie Xu, Jing Zhao, Kai Zheng, An Liu, Lei Zhao, Xiaofang Zhou:
MetaPTP: An Adaptive Meta-optimized Model for Personalized Spatial Trajectory Prediction. KDD 2022: 2151-2159 - [c126]Dazhuo Qiu, Yihao Wang, Yan Zhao, Liwei Deng, Kai Zheng:
CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. MDM 2022: 254-261 - [c125]Jin Chen, Defu Lian, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen:
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever. NeurIPS 2022 - [c124]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 - [c123]Jin Chen, Defu Lian, Binbin Jin, Xu Huang, Kai Zheng, Enhong Chen:
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. WWW 2022: 1944-1954 - [c122]Jin Chen, Defu Lian, Binbin Jin, Kai Zheng, Enhong Chen:
Learning Recommenders for Implicit Feedback with Importance Resampling. WWW 2022: 1997-2005 - [i23]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) - [i22]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) - [i21]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) - [i20]Jin Chen, Defu Lian, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen:
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever. CoRR abs/2205.14859 (2022) - [i19]Mubashir Imran, Hongzhi Yin, Tong Chen, Nguyen Quoc Viet Hung, Alexander Zhou, Kai Zheng:
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. CoRR abs/2207.13897 (2022) - [i18]Weizhu Qian, Dalin Zhang, Yan Zhao, Kai Zheng, James J. Q. Yu:
Uncertainty Quantification for Traffic Forecasting: A Unified Approach. CoRR abs/2208.05875 (2022) - [i17]Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen:
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. CoRR abs/2209.04635 (2022) - [i16]Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng:
A Pattern Discovery Approach to Multivariate Time Series Forecasting. CoRR abs/2212.10306 (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) - [c121]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 - [c120]Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin, Kai Zheng:
Subgraph Convolutional Network for Recommendation. CCIS 2021: 15-19 - [c119]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 - [c118]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 - [c117]Ziwei Wang, Yan Zhao, Xuanhao Chen, Kai Zheng:
Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. CIKM 2021: 2070-2079 - [c116]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 - [c115]Guanyu Ye, Yan Zhao, Xuanhao Chen, Kai Zheng:
Task Allocation with Geographic Partition in Spatial Crowdsourcing. CIKM 2021: 2404-2413 - [c114]Yue Cui, Jiandong Xie, Kai Zheng:
Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting. CIKM 2021: 2965-2969 - [c113]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 - [c112]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 - [c111]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 - [c110]Bingke Xu, Yue Cui, Zipeng Sun, Liwei Deng, Kai Zheng:
Fair Representation Learning in Knowledge-aware Recommendation. ICBK 2021: 385-392 - [c109]Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng:
Coalition-based Task Assignment in Spatial Crowdsourcing. ICDE 2021: 241-252 - [c108]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 - [c107]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 - [c106]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 - [c105]Yunchuan Li, Yan Zhao, Kai Zheng:
Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach. ICDM 2021: 350-359 - [c104]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 - [c103]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 - [c102]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. SIGIR 2021: 808-817 - [c101]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 - [i15]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) - [i14]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) - [i13]Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng:
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation. CoRR abs/2103.13506 (2021) - [i12]Yue Cui, Jiandong Xie, Kai Zheng:
Historical Inertia: An Ignored but Powerful Baseline for Long Sequence Time-series Forecasting. CoRR abs/2103.16349 (2021) - [i11]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) - [i10]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) - [i9]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) - [i8]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) - [c100]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 - [c99]Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng:
DeepQT : Learning Sequential Context for Query Execution Time Prediction. DASFAA (3) 2020: 188-203 - [c98]Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng:
Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. DASFAA (2) 2020: 677-693 - [c97]Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su:
Intention-Based Destination Recommendation in Navigation Systems. DASFAA (3) 2020: 698-710 - [c96]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 - [c95]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 - [c94]Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang:
Bilinear Graph Neural Network with Neighbor Interactions. IJCAI 2020: 1452-1458 - [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 - [i7]Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang:
Bilinear Graph Neural Network with Node Interactions. CoRR abs/2002.03575 (2020) - [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]Jiabao Sun, Jiajie Xu, Rui Zhou, Kai Zheng, Chengfei Liu:
Discovering Expert Drivers from Trajectories. ICDE 2018: 1332-1335 - [c66]Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks (Extended Abstract). ICDE 2018: 1783-1784 - [c65]Zhongjian Lv, Jiajie Xu, Kai Zheng, Hongzhi Yin, Pengpeng Zhao, Xiaofang Zhou:
LC-RNN: A Deep Learning Model for Traffic Speed Prediction. IJCAI 2018: 3470-3476 - [c64]Defu Lian, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao, Ivor W. Tsang, Xing Xie:
High-order Proximity Preserving Information Network Hashing. KDD 2018: 1744-1753 - [c63]Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng:
REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. KDD 2018: 2797-2806 - [c62]Maoxiang Hao, Zhixu Li, Yan Zhao, Kai Zheng:
Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias. WISE (2) 2018: 345-360 - 2017
- [j42]Yang Zhao, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
CAT: Context-Aware Trust-Oriented Worker Selection in Social Crowd. Comput. Informatics 36(3): 517-540 (2017) - [j41]Binbin Gu, Zhixu Li, Qiang Yang, Qing Xie, An Liu, Guanfeng Liu, Kai Zheng, Xiangliang Zhang:
Web-ADARE: A web-aided data repairing system. Neurocomputing 253: 201-214 (2017) - [j40]Zhixu Li, Qiang Yang, An Liu, Guanfeng Liu, Jia Zhu, Jia-Jie Xu, Kai Zheng, Min Zhang:
Crowd-Guided Entity Matching with Consolidated Textual Data. J. Comput. Sci. Technol. 32(5): 858-876 (2017) - [j39]An Liu, Zhixu Li, Guanfeng Liu, Kai Zheng, Min Zhang, Qing Li, Xiangliang Zhang:
Privacy-Preserving Task Assignment in Spatial Crowdsourcing. J. Comput. Sci. Technol. 32(5): 905-918 (2017) - [j38]Yan Yan, Gaowen Liu, Sen Wang, Jian Zhang, Kai Zheng:
Graph-based clustering and ranking for diversified image search. Multim. Syst. 23(1): 41-52 (2017) - [j37]Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis:
Trajectory Similarity Join in Spatial Networks. Proc. VLDB Endow. 10(11): 1178-1189 (2017) - [j36]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. Proc. VLDB Endow. 11(1): 14-26 (2017) - [j35]Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou:
The Interaction Between Schema Matching and Record Matching in Data Integration. IEEE Trans. Knowl. Data Eng. 29(1): 186-199 (2017) - [j34]Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou:
Understand Short Texts by Harvesting and Analyzing Semantic Knowledge. IEEE Trans. Knowl. Data Eng. 29(3): 499-512 (2017) - [j33]Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li:
Efficient Clue-Based Route Search on Road Networks. IEEE Trans. Knowl. Data Eng. 29(9): 1846-1859 (2017) - [j32]Kai Zheng, Bolong Zheng, Jiajie Xu, Guanfeng Liu, An Liu, Zhixu Li:
Popularity-aware spatial keyword search on activity trajectories. World Wide Web 20(4): 749-773 (2017) - [j31]Xuefei Li, Lijun Chang, Kai Zheng, Zi Huang, Xiaofang Zhou:
Ranking weighted clustering coefficient in large dynamic graphs. World Wide Web 20(5): 855-883 (2017) - [j30]Kai Zheng, Feifei Li, Kyuseok Shim:
Preface to the special issue on big data search and mining. World Wide Web 20(5): 1047-1048 (2017) - [j29]Yang Zhao, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Xiaofang Zhou:
A context-aware approach for trustworthy worker selection in social crowd. World Wide Web 20(6): 1211-1235 (2017) - [c61]Yan Zhao, Jia Zhu, Mengdi Jia, Wenyan Yang, Kai Zheng:
A Novel Hybrid Friends Recommendation Framework for Twitter. APWeb/WAIM (2) 2017: 83-97 - [c60]Shushu Liu, An Liu, Zhixu Li, Guanfeng Liu, Jiajie Xu, Lei Zhao, Kai Zheng:
Privacy-Preserving Collaborative Web Services QoS Prediction via Differential Privacy. APWeb/WAIM (1) 2017: 200-214 - [c59]Pingfu Chao, Dan He, Shazia Sadiq, Kai Zheng, Xiaofang Zhou:
A performance study on large-scale data analytics using disk-based and in-memory database systems. BigComp 2017: 247-254 - [c58]Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng:
Destination-aware Task Assignment in Spatial Crowdsourcing. CIKM 2017: 297-306 - [c57]Meng Hu, Zhixu Li, Yongxin Shen, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao:
CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation. CIKM 2017: 1159-1168 - [c56]Jiabao Sun, Jiajie Xu, Kai Zheng, Chengfei Liu:
Interactive Spatial Keyword Querying with Semantics. CIKM 2017: 1727-1736 - [c55]Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou:
EtherQL: A Query Layer for Blockchain System. DASFAA (2) 2017: 556-567 - [c54]Binbin Gu, Zhixu Li, Xiangliang Zhang, An Liu, Guanfeng Liu, Kai Zheng, Lei Zhao, Xiaofang Zhou:
The Interaction Between Schema Matching and Record Matching in Data Integration (Extended Abstract). ICDE 2017: 33-34 - [c53]Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Ziting Zhou, Kai Zheng, Victor S. Sheng, Hui Xiong:
Exploiting Hierarchical Structures for POI Recommendation. ICDM 2017: 655-664 - [c52]Qun Shi, Guanfeng Liu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou:
Multi-Constrained Top-K Graph Pattern Matching in Contextual Social Graphs. ICWS 2017: 588-595 - [c51]Defu Lian, Rui Liu, Yong Ge, Kai Zheng, Xing Xie, Longbing Cao:
Discrete Content-aware Matrix Factorization. KDD 2017: 325-334 - [c50]Pengpeng Zhao, Xiefeng Xu, Yanchi Liu, Victor S. Sheng, Kai Zheng, Hui Xiong:
Photo2Trip: Exploiting Visual Contents in Geo-tagged Photos for Personalized Tour Recommendation. ACM Multimedia 2017: 916-924 - [c49]Yue Sun, An Liu, Zhixu Li, Guanfeng Liu, Lei Zhao, Kai Zheng:
Anonymity-Based Privacy-Preserving Task Assignment in Spatial Crowdsourcing. WISE (2) 2017: 263-277 - [c48]Ying Xu, Lisi Chen, Bin Yao, Shuo Shang, Shunzhi Zhu, Kai Zheng, Fang Li:
Location-Based Top-k Term Querying over Sliding Window. WISE (1) 2017: 299-314 - [c47]Huiwen Liu, Jiajie Xu, Kai Zheng, Chengfei Liu, Lan Du, Xian Wu:
Semantic-aware Query Processing for Activity Trajectories. WSDM 2017: 283-292 - [i2]Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei, Xiaokui Xiao, Kai Zheng, Jiaheng Lu:
ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs. CoRR abs/1709.06955 (2017) - [i1]Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen, Kai Zheng:
RUM: network Representation learning throUgh Multi-level structural information preservation. CoRR abs/1710.02836 (2017) - 2016
- [j28]Bolong Zheng, Han Su, Kai Zheng, Xiaofang Zhou:
Landmark-Based Route Recommendation with Crowd Intelligence. Data Sci. Eng. 1(2): 86-100 (2016) - [j27]Wen Hua, Kai Zheng, Xiaofang Zhou:
Quality-Aware Entity-Level Semantic Representations for Short Texts. IEEE Data Eng. Bull. 39(2): 93-105 (2016) - [j26]Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen:
Finding regions of interest using location based social media. Neurocomputing 173: 118-123 (2016) - [j25]Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen:
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach. Neurocomputing 195: 112-116 (2016) - [j24]Zhao Guo, Lianli Gao, Xiantong Zhen, Fuhao Zou, Fumin Shen, Kai Zheng:
Spatial and temporal scoring for egocentric video summarization. Neurocomputing 208: 299-308 (2016) - [j23]Guanfeng Liu, Feng Zhu, Kai Zheng, An Liu, Zhixu Li, Lei Zhao, Xiaofang Zhou:
TOSI: A trust-oriented social influence evaluation method in contextual social networks. Neurocomputing 210: 130-140 (2016) - [j22]Xinhang Song, Shuqiang Jiang, Luis Herranz, Yan Kong, Kai Zheng:
Category co-occurrence modeling for large scale scene recognition. Pattern Recognit. 59: 98-111 (2016) - [j21]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou:
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks. ACM Trans. Knowl. Discov. Data 11(2): 25:1-25:28 (2016) - [j20]Hongzhi Yin, Xiaofang Zhou, Bin Cui, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung:
Adapting to User Interest Drift for POI Recommendation. IEEE Trans. Knowl. Data Eng. 28(10): 2566-2581 (2016) - [c46]Zhihu Qian, Jiajie Xu, Kai Zheng, Wei Sun, Zhixu Li, Haoming Guo:
On Efficient Spatial Keyword Querying with Semantics. DASFAA (2) 2016: 149-164 - [c45]Shushu Liu, An Liu, Lei Zhao, Guanfeng Liu, Zhixu Li, Pengpeng Zhao, Kai Zheng, Lu Qin:
Efficient Query Processing with Mutual Privacy Protection for Location-Based Services. DASFAA (2) 2016: 299-313 - [c44]Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, GuoHui Li:
Keyword-aware continuous kNN query on road networks. ICDE 2016: 871-882 - [c43]Jiajun Liu, Kun Zhao, Brano Kusy, Ji-Rong Wen, Kai Zheng, Raja Jurdak:
Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks. ICDE 2016: 895-905 - [c42]Hongzhi Yin, Zhiting Hu, Xiaofang Zhou, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung, Shazia Sadiq:
Discovering interpretable geo-social communities for user behavior prediction. ICDE 2016: 942-953 - [c41]Jialong Han, Kai Zheng, Aixin Sun, Shuo Shang, Ji-Rong Wen:
Discovering Neighborhood Pattern Queries by sample answers in knowledge base. ICDE 2016: 1014-1025 - [c40]Feng Zhu, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, An Liu, Zhixu Li, Kai Zheng:
A Robust Approach to Finding Trustworthy Influencer in Trust-Oriented E-Commerce Environments. ICSOC 2016: 387-401 - [c39]Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Xiaoming Zheng, An Liu, Zhixu Li, Kai Zheng:
Strong Social Component-Aware Trust Sub-network Extraction in Contextual Social Networks. ICWS 2016: 107-114 - [c38]Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui:
Exploiting Dining Preference for Restaurant Recommendation. WWW 2016: 725-735 - [e2]Feifei Li, Kyuseok Shim, Kai Zheng, Guanfeng Liu:
Web Technologies and Applications - 18th Asia-Pacific Web Conference, APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part I. Lecture Notes in Computer Science 9931, Springer 2016, ISBN 978-3-319-45813-7 [contents] - [e1]Feifei Li, Kyuseok Shim, Kai Zheng, Guanfeng Liu:
Web Technologies and Applications - 18th Asia-Pacific Web Conference, APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part II. Lecture Notes in Computer Science 9932, Springer 2016, ISBN 978-3-319-45816-8 [contents] - 2015
- [j19]Kai Zheng, Han Su:
Go Beyond Raw Trajectory Data: Quality and Semantics. IEEE Data Eng. Bull. 38(2): 27-34 (2015) - [j18]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): 145-164 (2015) - [j17]Shuo Shang, Jiajun Liu, Kai Zheng, Hua Lu, Torben Bach Pedersen, Ji-Rong Wen:
Planning unobstructed paths in traffic-aware spatial networks. GeoInformatica 19(4): 723-746 (2015) - [j16]Shuo Shang, Jiajun Liu, Kun Zhao, Mingrui Yang, Kai Zheng, Ji-Rong Wen:
Dimension reduction with meta object-groups for efficient image retrieval. Neurocomputing 169: 50-54 (2015) - [j15]Jia Zhu, Qing Xie, Kai Zheng:
An improved early detection method of type-2 diabetes mellitus using multiple classifier system. Inf. Sci. 292: 1-14 (2015) - [j14]Shuo Shang, Kexin Xie, Kai Zheng, Jiajun Liu, Ji-Rong Wen:
VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services. J. Comput. Sci. Technol. 30(4): 725-744 (2015) - [j13]Wei Chen, Lei Zhao, Jiajie Xu, Guanfeng Liu, Kai Zheng, Xiaofang Zhou:
Trip Oriented Search on Activity Trajectory. J. Comput. Sci. Technol. 30(4): 745-761 (2015) - [j12]Nicholas Jing Yuan, Yu Zheng, Xing Xie, Yingzi Wang, Kai Zheng, Hui Xiong:
Discovering Urban Functional ZonesUsing Latent Activity Trajectories. IEEE Trans. Knowl. Data Eng. 27(3): 712-725 (2015) - [j11]Haoji Hu, Kai Zheng, Xiaoling Wang, Aoying Zhou:
GFilter: A General Gram Filter for String Similarity Search. IEEE Trans. Knowl. Data Eng. 27(4): 1005-1018 (2015) - [j10]Shuo Shang, Kai Zheng, Christian S. Jensen, Bin Yang, Panos Kalnis, Guohe Li, Ji-Rong Wen:
Discovery of Path Nearby Clusters in Spatial Networks. IEEE Trans. Knowl. Data Eng. 27(6): 1505-1518 (2015) - [j9]Han Su, Kai Zheng, Jiamin Huang, Haozhou Wang, Xiaofang Zhou:
Calibrating trajectory data for spatio-temporal similarity analysis. VLDB J. 24(1): 93-116 (2015) - [c37]Haozhou Wang, Kai Zheng, Hoyoung Jeung, Shane Bracher, Asadul K. Islam, Wasim Sadiq, Shazia Sadiq, Xiaofang Zhou:
Storing and Processing Massive Trajectory Data on SAP HANA. ADC 2015: 66-77 - [c36]Xiaofang Zhou, Kai Zheng, Hoyoung Jeung, Jiajie Xu, Shazia Sadiq:
Making Sense of Spatial Trajectories. CIKM 2015: 671-672 - [c35]Yanxia Xu, Guanfeng Liu, Hongzhi Yin, Jiajie Xu, Kai Zheng, Lei Zhao:
Discovering Organized POI Groups in a City. DASFAA Workshops 2015: 223-226 - [c34]Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding:
On Efficient Passenger Assignment for Group Transportation. DASFAA (1) 2015: 226-243 - [c33]Guanfeng Liu, Lei Zhao, Kai Zheng, An Liu, Jiajie Xu, Zhixu Li, Athman Bouguettaya:
An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs. DASFAA (2) 2015: 399-417 - [c32]Fuzheng Zhang, Nicholas Jing Yuan, Kai Zheng, Defu Lian, Xing Xie, Yong Rui:
Mining consumer impulsivity from offline and online behavior. UbiComp 2015: 1281-1292 - [c31]An Liu, Kai Zheng, Lu Li, Guanfeng Liu, Lei Zhao, Xiaofang Zhou:
Efficient secure similarity computation on encrypted trajectory data. ICDE 2015: 66-77 - [c30]Guanfeng Liu, Kai Zheng, Yan Wang, Mehmet A. Orgun, An Liu, Lei Zhao, Xiaofang Zhou:
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs. ICDE 2015: 351-362 - [c29]Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou:
Interactive Top-k Spatial Keyword queries. ICDE 2015: 423-434 - [c28]Wen Hua, Zhongyuan Wang, Haixun Wang, Kai Zheng, Xiaofang Zhou:
Short text understanding through lexical-semantic analysis. ICDE 2015: 495-506 - [c27]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Sadiq, Nicholas Jing Yuan, Xiaofang Zhou:
Making sense of trajectory data: A partition-and-summarization approach. ICDE 2015: 963-974 - [c26]Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie, Shazia Sadiq, Xiaofang Zhou:
Approximate keyword search in semantic trajectory database. ICDE 2015: 975-986 - [c25]Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng, Xiaofang Zhou:
Modeling User Mobility for Location Promotion in Location-based Social Networks. KDD 2015: 1573-1582 - [c24]Haozhou Wang, Kai Zheng, Xiaofang Zhou, Shazia Sadiq:
SharkDB: An In-Memory Storage System for Massive Trajectory Data. SIGMOD Conference 2015: 1099-1104 - [c23]Wen Hua, Kai Zheng, Xiaofang Zhou:
Microblog Entity Linking with Social Temporal Context. SIGMOD Conference 2015: 1761-1775 - [c22]Fuzheng Zhang, Kai Zheng, Nicholas Jing Yuan, Xing Xie, Enhong Chen, Xiaofang Zhou:
A Novelty-Seeking based Dining Recommender System. WWW 2015: 1362-1372 - 2014
- [j8]Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Xiaofang Zhou:
STMaker - A System to Make Sense of Trajectory Data. Proc. VLDB Endow. 7(13): 1701-1704 (2014) - [j7]Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang, Xiaofang Zhou:
Online Discovery of Gathering Patterns over Trajectories. IEEE Trans. Knowl. Data Eng. 26(8): 1974-1988 (2014) - [j6]Shuo Shang, Ruogu Ding, Kai Zheng, Christian S. Jensen, Panos Kalnis, Xiaofang Zhou:
Personalized trajectory matching in spatial networks. VLDB J. 23(3): 449-468 (2014) - [c21]Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Sadiq, Xiaofang Zhou:
Efficient Aggregate Farthest Neighbour Query Processing on Road Networks. ADC 2014: 13-25 - [c20]Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou, Shazia Sadiq:
SharkDB: An In-Memory Column-Oriented Trajectory Storage. CIKM 2014: 1409-1418 - [c19]Mingliang Yue, Zhiyong Peng, Kai Zheng, Yuwei Peng:
Rights Protection for Trajectory Streams. DASFAA (2) 2014: 407-421 - [c18]Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng:
Compressing large scale urban trajectory data. CloudDP@EuroSys 2014: 3:1-3:6 - [c17]Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng:
Benchmarking big data for trip recommendation. ICCCN 2014: 1-6 - [c16]Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou:
CrowdPlanner: A crowd-based route recommendation system. ICDE 2014: 1144-1155 - [c15]Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou:
A crowd-based route recommendation system-CrowdPlanner. ICDE 2014: 1178-1181 - [c14]Jiping Wang, Kai Zheng, Hoyoung Jeung, Haozhou Wang, Bolong Zheng, Xiaofang Zhou:
Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing. MDM (1) 2014: 13-22 - [c13]Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq:
Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. MDM (1) 2014: 259-268 - [c12]Wei Chen, Lei Zhao, Jiajie Xu, Kai Zheng, Xiaofang Zhou:
Ranking Based Activity Trajectory Search. WISE (1) 2014: 170-185 - 2013
- [j5]Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann:
Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. IEEE Trans. Multim. 15(7): 1628-1637 (2013) - [c11]Haozhou Wang, Han Su, Kai Zheng, Shazia Sadiq, Xiaofang Zhou:
An Effectiveness Study on Trajectory Similarity Measures. ADC 2013: 13-22 - [c10]Nicholas Jing Yuan, Fuzheng Zhang, Defu Lian, Kai Zheng, Siyu Yu, Xing Xie:
We know how you live: exploring the spectrum of urban lifestyles. COSN 2013: 3-14 - [c9]Kai Zheng, Shuo Shang, Nicholas Jing Yuan, Yi Yang:
Towards efficient search for activity trajectories. ICDE 2013: 230-241 - [c8]Kai Zheng, Yu Zheng, Nicholas Jing Yuan, Shuo Shang:
On discovery of gathering patterns from trajectories. ICDE 2013: 242-253 - [c7]Han Su, Kai Zheng, Haozhou Wang, Jiamin Huang, Xiaofang Zhou:
Calibrating trajectory data for similarity-based analysis. SIGMOD Conference 2013: 833-844 - 2012
- [b1]Kai Zheng:
Uncertainty Management in Spatio-temporal Database. University of Queensland, Australia, 2012 - [j4]Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Kai Zheng, Xiaofang Zhou:
PNN query processing on compressed trajectories. GeoInformatica 16(3): 467-496 (2012) - [j3]Kai Zheng, Zi Huang, Aoying Zhou, Xiaofang Zhou:
Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach. IEEE Trans. Knowl. Data Eng. 24(12): 2156-2169 (2012) - [j2]Kexin Xie, Ke Deng, Shuo Shang, Xiaofang Zhou, Kai Zheng:
Finding Alternative Shortest Paths in Spatial Networks. ACM Trans. Database Syst. 37(4): 29:1-29:31 (2012) - [j1]Kai Zheng, Xiaofang Zhou, Gabriel Pui Cheong Fung, Kexin Xie:
Spatial query processing for fuzzy objects. VLDB J. 21(5): 729-751 (2012) - [c6]Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis:
User oriented trajectory search for trip recommendation. EDBT 2012: 156-167 - [c5]Kai Zheng, Yu Zheng, Xing Xie, Xiaofang Zhou:
Reducing Uncertainty of Low-Sampling-Rate Trajectories. ICDE 2012: 1144-1155 - 2011
- [c4]Kai Zheng, Goce Trajcevski, Xiaofang Zhou, Peter Scheuermann:
Probabilistic range queries for uncertain trajectories on road networks. EDBT 2011: 283-294 - 2010
- [c3]Shuo Shang, Ke Deng, Kai Zheng:
Efficient best path monitoring in road networks for instant local traffic information. ADC 2010: 47-56 - [c2]Henning Köhler, Kai Zheng, Jing Yang, Xiaofang Zhou:
Transitivity-Preserving Skylines for Partially Ordered Domains. DASFAA (2) 2010: 109-115 - [c1]Kai Zheng, Gabriel Pui Cheong Fung, Xiaofang Zhou:
K-nearest neighbor search for fuzzy objects. SIGMOD Conference 2010: 699-710
Coauthor Index
Nguyen Quoc Viet Hung
aka: Quoc Viet Hung Nguyen
aka: Quoc Viet Hung Nguyen
[c180] [i56] [j104] [j89] [j88] [j76] [j68] [j67] [j64] [j60] [j59] [c95] [j58] [j56] [j55] [j52] [j51] [c91] [c81] [c80] [c79] [c78] [j49] [j43] [c75] [c72] [c70] [c69] [j42] [j41] [j40] [j39] [j35] [j32] [j29] [c60] [c57] [c54] [c52] [c49] [j23] [c45] [c40] [c39] [e2] [e1] [j13] [c35] [c34] [c33] [c31] [c30]
[j123] [c194] [i62] [j113] [c192] [c188] [c187] [c186] [c177] [j107] [j106] [c165] [c161] [c156] [i24] [c135] [c134] [c116] [c112] [c103] [j66] [j63] [j61] [c99] [c97] [c96] [c91] [c89] [c83] [c82] [j45] [c74] [c73] [c66] [j33] [c58] [j28] [c44] [j19] [j9] [c29] [c27] [j8] [c21] [c16] [c15] [c11] [c7]
[j122] [i63] [j120] [j119] [j118] [j117] [j116] [j115] [j113] [j111] [j110] [c185] [c184] [c183] [c178] [c176] [i50] [i49] [i41] [i38] [i37] [j108] [j101] [j100] [j98] [j96] [c164] [c163] [c162] [c160] [c158] [c155] [c153] [c146] [c145] [j91] [j89] [j88] [j84] [c143] [c140] [c139] [c138] [c137] [c136] [c132] [c131] [c128] [c126] [c124] [i22] [i21] [i18] [i17] [j78] [j75] [c120] [c117] [c115] [c113] [c111] [c109] [c108] [c106] [c105] [c103] [i10] [j74] [j64] [j63] [j60] [c100] [c99] [c98] [c97] [c96] [j58] [c91] [c88] [c87] [c80] [c79] [c77] [c72] [c70] [c63] [c62] [c61] [c58]
[j116] [j115] [j113] [j111] [j110] [c180] [i56] [i55] [j104] [j101] [c157] [c144] [j95] [j90] [j89] [j88] [j86] [c127] [j83] [j79] [j78] [j76] [j75] [c109] [c104] [j74] [j66] [j65] [j64] [j63] [j61] [c96] [c93] [i4] [j55] [j54] [c86] [c82] [j49] [j47] [j44] [j43] [c66] [c65] [j42] [j35] [j34] [j33] [j31] [j29] [c59] [c55] [c54] [c52] [j28] [j27] [j23] [j21] [j20] [c44] [c42] [j13] [j9] [c37] [c36] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [j8] [j7] [j6] [c21] [c20] [c16] [c15] [c14] [c13] [c12] [c11] [c7] [j4] [j3] [j2] [j1] [c5] [c4] [c2] [c1]
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