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Lisi Chen 0001

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affiliation: University of Electronic Science and Technology of China (UESTC), Chengdu, China
affiliation (former): Inception Institute of Artificial Intelligence (IIAI), United Arab Emirates
affiliation (former): University of Wollongong, NSW, Australia
affiliation (former): Hong Kong Baptist University, Hong Kong, SAR, China
affiliation (PhD): Nanyang Technological University, Singapore

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2020 – today

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2025
[j40]
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Silin Zhou, Chengrui Huang, Yuntao Wen, Lisi Chen:
Feature Enhanced Spatial-Temporal Trajectory Similarity Computation. Data Sci. Eng. 10(1): 1-11 (2025)
[j39]
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Xin Chen, Chengrui Huang, Chenhao Wang, Lisi Chen:
Trajectory generation: a survey on methods and techniques. GeoInformatica 29(3): 351-376 (2025)
[j38]
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Xuan Rao, Shuo Shang, Renhe Jiang, Lisi Chen, Peng Han:
Traffic forecasting with patch-based graph convolutional recurrent network. GeoInformatica 29(3): 691-720 (2025)
[j37]
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Ziwen Chen, Ke Li, Lisi Chen, Nan Hu, Yoshiharu Ishikawa:
Co-movement aware trajectory generation via waypoint-guided generative adversarial networks. GeoInformatica 29(4): 1093-1119 (2025)
[j36]
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Shuo Shang, Chengrui Huang, Lisi Chen:
Efficient Parallel Processing of Semantic Trajectory Similarity Joins. IEEE Internet Things J. 12(4): 3534-3548 (2025)
[j35]
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Shuo Shang, Chengrui Huang, Xiaocheng Hu, Lisi Chen:
An Efficient Parallel Mechanism for Processing Trajectory Split-and-Combine. IEEE Internet Things J. 12(17): 34956-34964 (2025)
[j34]
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Yihao Zhao, Chenhao Wang, Hongyu Wang, Shunzhi Zhu, Lisi Chen:
Toward High-Quality Spatiotemporal Recommendation: Trajectory Recovery Based on Spatial and Temporal Dependencies. IEEE Trans. Big Data 11(4): 1628-1639 (2025)
[j33]
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Xuan Rao, Renhe Jiang, Shuo Shang, Lisi Chen, Peng Han, Bin Yao, Panos Kalnis:
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning. IEEE Trans. Knowl. Data Eng. 37(3): 1366-1379 (2025)
[c48]
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Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang:
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis. ACL (1) 2025: 22413-22430
[c47]
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Sujun Shuai, Xuan Rao, Lisi Chen, Shuo Shang, Shen Gao:
Real-Time Single-Source Personalized PageRank Over Evolving Social Networks. ICDE 2025: 3765-3777
[c46]
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  - conf/ijcai/RaoS0J025
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Xuan Rao, Shuo Shang, Lisi Chen, Renhe Jiang, Peng Han:
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation. IJCAI 2025: 7697-7705
[c45]
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Hongyu Wang, Lisi Chen, Shuo Shang, Peng Han, Christian S. Jensen:
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting. IJCAI 2025: 7778-7785
[c44]
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Hongyu Wang, Lisi Chen, Shuo Shang:
TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference. IJCAI 2025: 7786-7794
[c43]
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Ke Li, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis:
Beyond Locations: A Motion Range-Aware Similarity Join. KDD (2) 2025: 1424-1434
[c42]
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Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen:
Grid and Road Expressions Are Complementary for Trajectory Representation Learning. KDD (1) 2025: 2135-2146
[c41]
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  - conf/www/RaoSJ0025
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Xuan Rao, Shuo Shang, Renhe Jiang, Peng Han, Lisi Chen:
Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation. WWW 2025: 2007-2017
[c40]
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Zhongjun Ding, Ke Li, Lisi Chen, Shuo Shang:
Parallel Online Similarity Join over Trajectory Streams. WWW 2025: 3426-3437
[i7]
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  - journals/corr/abs-2505-19484
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Ruixiang Feng, Shen Gao, Xiuying Chen, Lisi Chen, Shuo Shang:
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis. CoRR abs/2505.19484 (2025)
[i6]
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  - journals/corr/abs-2506-01524
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Qi Lin, Weikai Xu, Lisi Chen, Bin Dai:
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat. CoRR abs/2506.01524 (2025)
2024
[j32]
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Junjie Zhang, Jie Yu, Shuo Shang, Lisi Chen, Shanshan Feng:
Continuous frequent contact detection over moving objects. GeoInformatica 28(2): 271-290 (2024)
[j31]
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Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis:
RED: Effective Trajectory Representation Learning with Comprehensive Information. Proc. VLDB Endow. 18(2): 80-92 (2024)
[c39]
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Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang:
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding. AAAI 2024: 8311-8319
[c38]
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  - conf/dasfaa/WangFCLS24
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Haiyan Wang, Shanshan Feng, Lisi Chen, Yang Liu, Shuo Shang:
Simulating Individual Infection Risk over Big Trajectory Data. DASFAA (1) 2024: 136-151
[c37]
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Chenhao Wang, Lisi Chen, Shanshan Feng, Shuo Shang:
Flexible Contact Correlation Learning on Spatio-Temporal Trajectories. DASFAA (1) 2024: 152-168
[c36]
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  - conf/kdd/FengMCSO24
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Shanshan Feng, Feiyu Meng, Lisi Chen, Shuo Shang, Yew Soon Ong:
ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation. KDD 2024: 759-770
[c35]
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Chenhao Wang, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis:
Multi-Scale Detection of Anomalous Spatio-Temporal Trajectories in Evolving Trajectory Datasets. KDD 2024: 2980-2990
[i5]
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  - journals/corr/abs-2404-06311
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Shen Gao, Yifan Wang, Jiabao Fang, Lisi Chen, Peng Han, Shuo Shang:
DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level. CoRR abs/2404.06311 (2024)
[i4]
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  - journals/corr/abs-2411-14768
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Silin Zhou, Shuo Shang, Lisi Chen, Peng Han, Christian S. Jensen:
Grid and Road Expressions Are Complementary for Trajectory Representation Learning. CoRR abs/2411.14768 (2024)
[i3]
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  - journals/corr/abs-2411-15096
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Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis:
RED: Effective Trajectory Representation Learning with Comprehensive Information. CoRR abs/2411.15096 (2024)
2023
[j30]
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  - journals/dase/HanZYXCS23
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Peng Han, Silin Zhou, Jie Yu, Zichen Xu, Lisi Chen, Shuo Shang:
Personalized Re-ranking for Recommendation with Mask Pretraining. Data Sci. Eng. 8(4): 357-367 (2023)
[j29]
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  - journals/fgcs/WangLC23
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Chenhao Wang, Ke Li, Lisi Chen:
Deep unified attention-based sequence modeling for online anomalous trajectory detection. Future Gener. Comput. Syst. 144: 1-11 (2023)
[j28]
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  - journals/fgcs/LiWCC23
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Ke Li, Hongyu Wang, Ziwen Chen, Lisi Chen:
Relaxed group pattern detection over massive-scale trajectories. Future Gener. Comput. Syst. 144: 131-139 (2023)
[j27]
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  - journals/fgcs/ZhangWWRC23
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Qinglin Zhang, Menghan Wang, Haiyan Wang, Xuan Rao, Lisi Chen:
SSAR-GNN: Self-Supervised Artist Recommendation from spatio-temporal perspectives in art history with Graph Neural Networks. Future Gener. Comput. Syst. 144: 230-241 (2023)
[j26]
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Jing Li, Peng Han, Xiangnan Ren, Jilin Hu, Lisi Chen, Shuo Shang:
Sequence Labeling With Meta-Learning. IEEE Trans. Knowl. Data Eng. 35(3): 3072-3086 (2023)
[j25]
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Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang, Rui Mao, Xiangliang Zhang:
Dynamic Set Similarity Join: An Update Log Based Approach. IEEE Trans. Knowl. Data Eng. 35(4): 3727-3741 (2023)
[j24]
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Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Xuemeng Song, Shuo Shang, Panos Kalnis, Ling Shao:
ROLE: Rotated Lorentzian Graph Embedding Model for Asymmetric Proximity. IEEE Trans. Knowl. Data Eng. 35(9): 9140-9153 (2023)
[j23]
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Ziwen Chen, Ke Li, Silin Zhou, Lisi Chen, Shuo Shang:
Towards robust trajectory similarity computation: Representation-based spatio-temporal similarity quantification. World Wide Web (WWW) 26(4): 1271-1294 (2023)
[j22]
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Silin Zhou, Peng Han, Di Yao, Lisi Chen, Xiangliang Zhang:
Spatial-temporal fusion graph framework for trajectory similarity computation. World Wide Web (WWW) 26(4): 1501-1523 (2023)
[j21]
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Siqi Fan, Yequan Wang, Xiaobing Pang, Lisi Chen, Peng Han, Shuo Shang:
UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining. World Wide Web (WWW) 26(6): 4109-4129 (2023)
[c34]
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  - conf/aaai/Yin00CS023
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Feiyu Yin, Yong Liu, Zhiqi Shen, Lisi Chen, Shuo Shang, Peng Han:
Next POI Recommendation with Dynamic Graph and Explicit Dependency. AAAI 2023: 4827-4834
[c33]
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  - conf/aaai/ZhouHCS023
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Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han:
Heterogeneous Region Embedding with Prompt Learning. AAAI 2023: 4981-4989
[c32]
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Xiaobing Pang, Yequan Wang, Siqi Fan, Lisi Chen, Shuo Shang, Peng Han:
EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation. WWW 2023: 1754-1764
2022
[j20]
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Haiyan Wang, Jiaming Feng, Ke Li, Lisi Chen:
Deep understanding of big geospatial data for self-driving: Data, technologies, and systems. Future Gener. Comput. Syst. 137: 146-163 (2022)
[j19]
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Zhiwei Zhang, Jeffrey Xu Yu, Guoren Wang, Ye Yuan, Lisi Chen:
Key-core: cohesive keyword subgraph exploration in large graphs. World Wide Web 25(2): 831-856 (2022)
[c31]
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  - conf/ijcai/LiCSWLK022
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Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao:
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects. IJCAI 2022: 3891-3897
[c30]
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Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han:
Graph-Flashback Network for Next Location Recommendation. KDD 2022: 1463-1471
[c29]
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  - conf/mmsp/ZhouZCS22
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Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang:
Multiple Behaviors Recommendation with Graph Learning. MMSP 2022: 1-6
2021
[j18]
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  - journals/bdr/LiRPCF21
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Ke Li, Xuan Rao, Xiaobing Pang, Lisi Chen, Siqi Fan:
Route Search and Planning: A Survey. Big Data Res. 26: 100246 (2021)
[j17]
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Jing Li, Shuo Shang, Lisi Chen:
Domain Generalization for Named Entity Boundary Detection via Metalearning. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3819-3830 (2021)
[j16]
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Zhida Chen, Lisi Chen, Gao Cong, Christian S. Jensen:
Location- and keyword-based querying of geo-textual data: a survey. VLDB J. 30(4): 603-640 (2021)
[c28]
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  - conf/aaai/YangCWS21
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Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang:
Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage. AAAI 2021: 689-696
[c27]
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Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang:
Node2LV: Squared Lorentzian Representations for Node Proximity. ICDE 2021: 2015-2020
[c26]
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Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis:
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data. IJCAI 2021: 3613-3619
[c25]
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Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao:
Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams. IJCAI 2021: 3656-3662
2020
[j15]
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Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis:
Introduction to Spatio-temporal data management and analytics for Smart City research. GeoInformatica 24(1): 1-2 (2020)
[j14]
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Lisi Chen, Shuo Shang, Chengcheng Yang, Jing Li:
Spatial keyword search: a survey. GeoInformatica 24(1): 85-106 (2020)
[j13]
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Lisi Chen, Shuo Shang, Christian S. Jensen, Jianliang Xu, Panos Kalnis, Bin Yao, Ling Shao:
Top-k term publish/subscribe for geo-textual data streams. VLDB J. 29(5): 1101-1128 (2020)
[c24]
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Lisi Chen, Shuo Shang, Tao Guo:
Real-Time Route Search by Locations. AAAI 2020: 574-581
[c23]
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Lisi Chen, Shuo Shang, Bin Yao, Jing Li:
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks. AAAI 2020: 582-589
[c22]
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Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis:
Parallel Semantic Trajectory Similarity Join. ICDE 2020: 997-1008
[c21]
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Ke Li, Lisi Chen, Shuo Shang:
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips. IJCAI 2020: 3400-3406
[c20]
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Shanshan Feng, Lucas Vinh Tran, Gao Cong, Lisi Chen, Jing Li, Fan Li:
HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation. SIGIR 2020: 1429-1438

2010 – 2019

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2019
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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)
[j11]
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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)
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Lisi Chen, Shuo Shang:
Approximate spatio-temporal top-k publish/subscribe. World Wide Web 22(5): 2153-2175 (2019)
[c19]
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Lisi Chen, Shuo Shang:
Region-Based Message Exploration over Spatio-Temporal Data Streams. AAAI 2019: 873-880
[c18]
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Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis:
Cluster-Based Subscription Matching for Geo-Textual Data Streams. ICDE 2019: 890-901
[c17]
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Qianwei Zhuang, Yuan Liu, Lisi Chen, Zhengpeng Ai:
Proof of Reputation: A Reputation-based Consensus Protocol for Blockchain Based Systems. IECC 2019: 131-138
[c16]
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  - conf/ijcai/YangCS0L019
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Chengcheng Yang, Lisi Chen, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams. IJCAI 2019: 4838-4845
[c15]
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  - conf/kdd/ChenSJ0Z019
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Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Zhiwei Zhang, Ling Shao:
Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation. KDD 2019: 488-498
2018
[j9]
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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)
[c14]
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Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis:
Location-Aware Top-k Term Publish/Subscribe. ICDE 2018: 749-760
[c13]
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Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Searching Trajectories by Regions of Interest. ICDE 2018: 1741-1742
2017
[j8]
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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)
[j7]
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Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Searching Trajectories by Regions of Interest. IEEE Trans. Knowl. Data Eng. 29(7): 1549-1562 (2017)
[c12]
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Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Collective Travel Planning in Spatial Networks. ICDE 2017: 59-60
[c11]
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Zhida Chen, Gao Cong, Zhenjie Zhang, Tom Z. J. Fu, Lisi Chen:
Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data Stream. ICDE 2017: 1095-1106
[c10]
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Xiucheng Li, Yun Cheng, Gao Cong, Lisi Chen:
Discovering Pollution Sources and Propagation Patterns in Urban Area. KDD 2017: 1863-1872
[c9]
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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
2016
[b1]
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Lisi Chen:
Query processing in publish/subscribe systems for textual data streams. Nanyang Technological University, Singapore, 2016
[j6]
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Shuo Shang, Lisi Chen, Zhewei Wei, Danhuai Guo, Ji-Rong Wen:
Dynamic Shortest Path Monitoring in Spatial Networks. J. Comput. Sci. Technol. 31(4): 637-648 (2016)
[j5]
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Kaiqi Zhao, Yiding Liu, Quan Yuan, Lisi Chen, Zhida Chen, Gao Cong:
Towards Personalized Maps: Mining User Preferences from Geo-textual Data. Proc. VLDB Endow. 9(13): 1545-1548 (2016)
[j4]
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Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Collective Travel Planning in Spatial Networks. IEEE Trans. Knowl. Data Eng. 28(5): 1132-1146 (2016)
[c8]
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Miao Li, Lisi Chen, Gao Cong, Yu Gu, Ge Yu:
Efficient Processing of Location-Aware Group Preference Queries. CIKM 2016: 559-568
[c7]
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Kaiqi Zhao, Lisi Chen, Gao Cong:
Topic Exploration in Spatio-Temporal Document Collections. SIGMOD Conference 2016: 985-998
[i2]
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Zhida Chen, Gao Cong, Zhenjie Zhang, Tom Z. J. Fu, Lisi Chen:
Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data Stream. CoRR abs/1612.02564 (2016)
2015
[c6]
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Lisi Chen, Gao Cong, Xin Cao, Kian-Lee Tan:
Temporal Spatial-Keyword Top-k publish/subscribe. ICDE 2015: 255-266
[c5]
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Lisi Chen, Gao Cong:
Diversity-Aware Top-k Publish/Subscribe for Text Stream. SIGMOD Conference 2015: 347-362
2014
[j3]
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  - journals/pvldb/ChenCCC14
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Lisi Chen, Yan Cui, Gao Cong, Xin Cao:
SOPS: A System for Efficient Processing of Spatial-Keyword Publish/Subscribe. Proc. VLDB Endow. 7(13): 1601-1604 (2014)
2013
[j2]
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Lisi Chen, Gao Cong, Christian S. Jensen, Dingming Wu:
Spatial Keyword Query Processing: An Experimental Evaluation. Proc. VLDB Endow. 6(3): 217-228 (2013)
[c4]
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Xin Cao, Lisi Chen, Gao Cong, Jihong Guan, Nhan-Tue Phan, Xiaokui Xiao:
KORS: Keyword-aware Optimal Route Search System. ICDE 2013: 1340-1343
[c3]
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Lisi Chen, Gao Cong, Xin Cao:
An efficient query indexing mechanism for filtering geo-textual data. SIGMOD Conference 2013: 749-760
2012
[j1]
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Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao:
Keyword-aware Optimal Route Search. Proc. VLDB Endow. 5(11): 1136-1147 (2012)
[c2]
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  - conf/er/CaoCCJQSWY12
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Xin Cao, Lisi Chen, Gao Cong, Christian S. Jensen, Qiang Qu, Anders Skovsgaard, Dingming Wu, Man Lung Yiu:
Spatial Keyword Querying. ER 2012: 16-29
[i1]
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  - journals/corr/abs-1208-0077
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Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao:
Keyword-aware Optimal Route Search. CoRR abs/1208.0077 (2012)
2011
[c1]
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  - conf/adma/ChenSL11
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Lisi Chen, Shengfei Shi, Jing Lv:
Efficient Computation of Measurements of Correlated Patterns in Uncertain Data. ADMA (1) 2011: 311-324

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