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2020 – today
- 2025
[j60]Shuo Shang
, Chengrui Huang, Lisi Chen:
Efficient Parallel Processing of Semantic Trajectory Similarity Joins. IEEE Internet Things J. 12(4): 3534-3548 (2025)- [j59]Shuo Shang, Mingyue Zhou:
A resource allocation algorithm based on hybrid spider wasp optimization for cognitive radio networks. Phys. Commun. 70: 102625 (2025) - [j58]Yang Cao, Shuo Shang, Jun Wang, Wei Zhang:
Explainable Session-Based Recommendation via Path Reasoning. IEEE Trans. Knowl. Data Eng. 37(1): 278-290 (2025) - [j57]Shuo Shang, Zhitao Yao, Hao Fu, Chongyang Tao, Xiuying Chen, Feng Wang, Yongbo Wang, Zhaochun Ren, Shen Gao:
Unified Multi-Scenario Summarization Evaluation and Explanation. IEEE Trans. Knowl. Data Eng. 37(2): 991-1003 (2025) - [j56]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) - [c81]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 - [c80]Xuan Rao, Shuo Shang, Renhe Jiang, Peng Han, Lisi Chen:
Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation. WWW 2025: 2007-2017 - [c79]Zhongjun Ding, Ke Li, Lisi Chen, Shuo Shang:
Parallel Online Similarity Join over Trajectory Streams. WWW 2025: 3426-3437 - [i25]XiaoQing Zhang, Ang Lv, Yuhan Liu, Flood Sung, Wei Liu, Shuo Shang, Xiuying Chen, Rui Yan:
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. CoRR abs/2501.04070 (2025) - [i24]Siqi Fan, Xuezhi Fang, Xingrun Xing, Peng Han, Shuo Shang, Yequan Wang:
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency. CoRR abs/2503.08524 (2025) - [i23]Siqi Fan, Xiusheng Huang, Yiqun Yao, Xuezhi Fang, Kang Liu, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang:
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs. CoRR abs/2503.23514 (2025) - 2024
- [j55]Shuo Shang, Bingsheng He, Lizhe Wang:
Introduction to distributed and parallel processing of big spatiotemporal data. Future Gener. Comput. Syst. 151: 98-99 (2024) - [j54]Junjie Zhang, Jie Yu, Shuo Shang, Lisi Chen, Shanshan Feng:
Continuous frequent contact detection over moving objects. GeoInformatica 28(2): 271-290 (2024) - [j53]Hongyu Wang, Ke Li, Shuo Shang:
DLRD: dual-level network for rumor detection on geo-textual data. GeoInformatica 28(2): 335-351 (2024) - [j52]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) - [j51]Zihan Liao, Xiaodong Wu, Shuo Shang, Jun Wang, Wei Zhang:
Modeling Dynamic Item Tendency Bias in Sequential Recommendation With Causal Intervention. IEEE Trans. Knowl. Data Eng. 36(12): 8814-8828 (2024) - [j50]Jiangfeng Du, Silin Zhou, Jie Yu, Peng Han, Shuo Shang:
Cross-Task Multimodal Reinforcement for Long Tail Next POI Recommendation. IEEE Trans. Multim. 26: 1996-2005 (2024) - [c78]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 - [c77]Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang:
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. ACL (1) 2024: 8813-8831 - [c76]Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan:
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. ACL (1) 2024: 9828-9862 - [c75]Quan Tu, Shilong Fan, Zihang Tian, Tianhao Shen, Shuo Shang, Xin Gao, Rui Yan:
CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. ACL (1) 2024: 11836-11850 - [c74]Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang:
360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System. ACL (Findings) 2024: 13149-13162 - [c73]Haiyan Wang, Shanshan Feng, Lisi Chen, Yang Liu, Shuo Shang:
Simulating Individual Infection Risk over Big Trajectory Data. DASFAA (1) 2024: 136-151 - [c72]Chenhao Wang, Lisi Chen, Shanshan Feng, Shuo Shang:
Flexible Contact Correlation Learning on Spatio-Temporal Trajectories. DASFAA (1) 2024: 152-168 - [c71]Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang:
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. EMNLP (Findings) 2024: 10231-10251 - [c70]Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan:
"In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. EMNLP 2024: 10408-10422 - [c69]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 - [c68]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 - [c67]Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan:
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction. NeurIPS 2024 - [c66]Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan:
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. WWW 2024: 4372-4382 - [i22]Yang Cao, Shuo Shang, Jun Wang, Wei Zhang:
Explainable Session-based Recommendation via Path Reasoning. CoRR abs/2403.00832 (2024) - [i21]Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang, Zhongyuan Wang:
Not all Layers of LLMs are Necessary during Inference. CoRR abs/2403.02181 (2024) - [i20]Chuanqi Cheng, Quan Tu, Wei Wu, Shuo Shang, Cunli Mao, Zhengtao Yu, Rui Yan:
"In Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. CoRR abs/2403.03102 (2024) - [i19]Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan:
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. CoRR abs/2403.05217 (2024) - [i18]Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Zhiliang Tian, Minlie Huang, Shuo Shang:
360{\deg}REA: Towards A Reusable Experience Accumulation with 360{\deg} Assessment for Multi-Agent System. CoRR abs/2404.05569 (2024) - [i17]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) - [i16]Hongda Sun, Hongzhan Lin, Haiyu Yan, Chen Zhu, Yang Song, Xin Gao, Shuo Shang, Rui Yan:
Facilitating Multi-Role and Multi-Behavior Collaboration of Large Language Models for Online Job Seeking and Recruiting. CoRR abs/2405.18113 (2024) - [i15]Shen Gao, Yuntao Wen, Minghang Zhu, Jianing Wei, Yuhan Cheng, Qunzi Zhang, Shuo Shang:
Simulating Financial Market via Large Language Model based Agents. CoRR abs/2406.19966 (2024) - [i14]Shihan Deng, Weikai Xu, Hongda Sun, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Rui Yan, Shuo Shang:
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. CoRR abs/2407.00993 (2024) - [i13]Chengrui Huang, Zhengliang Shi, Yuntao Wen, Xiuying Chen, Peng Han, Shen Gao, Shuo Shang:
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks. CoRR abs/2407.03007 (2024) - [i12]Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, Shuo Shang:
MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding. CoRR abs/2409.14818 (2024) - [i11]Shuqi Li, Yuebo Sun, Yuxin Lin, Xin Gao, Shuo Shang, Rui Yan:
CausalStock: Deep End-to-end Causal Discovery for News-driven Stock Movement Prediction. CoRR abs/2411.06391 (2024) - [i10]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) - [i9]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
- [j49]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) - [j48]Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis:
Deep understanding of big geo-social data for autonomous vehicles. Neural Comput. Appl. 35(5): 3585-3586 (2023) - [j47]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) - [j46]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) - [j45]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) - [j44]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) - [j43]Shuo Shang, Xiangliang Zhang, Panos Kalnis:
Spatiotemporal data management and analytics for recommender systems. World Wide Web (WWW) 26(5): 2395-2397 (2023) - [j42]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) - [c65]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 - [c64]Silin Zhou, Jing Li, Hao Wang, Shuo Shang, Peng Han:
GRLSTM: Trajectory Similarity Computation with Graph-Based Residual LSTM. AAAI 2023: 4972-4980 - [c63]Silin Zhou, Dan He, Lisi Chen, Shuo Shang, Peng Han:
Heterogeneous Region Embedding with Prompt Learning. AAAI 2023: 4981-4989 - [c62]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 - [i8]Quan Tu, Chuanqi Chen, Jinpeng Li, Yanran Li, Shuo Shang, Dongyan Zhao, Ran Wang, Rui Yan:
CharacterChat: Learning towards Conversational AI with Personalized Social Support. CoRR abs/2308.10278 (2023) - [i7]Qiang Huang, Jiawei Jiang, Susie Xi Rao, Ce Zhang, Zhichao Han, Zitao Zhang, Xin Wang, Yongjun He, Quanqing Xu, Yang Zhao, Chuang Hu, Shuo Shang, Bo Du:
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks. CoRR abs/2308.16385 (2023) - [i6]Yuxiang Wang, Xiao Yan, Chuang Hu, Fangcheng Fu, Wentao Zhang, Hao Wang, Shuo Shang, Jiawei Jiang:
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. CoRR abs/2310.15523 (2023) - [i5]Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan:
From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models. CoRR abs/2310.18659 (2023) - 2022
- [j41]Jing Li, Billy Chiu, Shuo Shang, Ling Shao:
Neural Text Segmentation and its Application to Sentiment Analysis. IEEE Trans. Knowl. Data Eng. 34(2): 828-842 (2022) - [j40]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) - [c61]Peng Han, Peilin Zhao, Chan Lu, Junzhou Huang, Jiaxiang Wu, Shuo Shang, Bin Yao, Xiangliang Zhang:
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks. AAAI 2022: 4014-4021 - [c60]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 - [c59]Xuan Rao, Hao Wang, Liang Zhang, Jing Li, Shuo Shang, Peng Han:
FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting. IJCAI 2022: 3926-3932 - [c58]Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han:
Interactive Information Extraction by Semantic Information Graph. IJCAI 2022: 4100-4106 - [c57]Dachuan Liu, Jin Wang, Shuo Shang, Peng Han:
MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting. KDD 2022: 1042-1050 - [c56]Xuan Rao, Lisi Chen, Yong Liu, Shuo Shang, Bin Yao, Peng Han:
Graph-Flashback Network for Next Location Recommendation. KDD 2022: 1463-1471 - [c55]Peng Han, Shuo Shang:
Scene Re-ranking for Recommendation. MMSP 2022: 1-6 - [c54]Silin Zhou, Junjie Zhang, Lisi Chen, Shuo Shang:
Multiple Behaviors Recommendation with Graph Learning. MMSP 2022: 1-6 - 2021
- [j39]Shuo Shang, Jianbing Shen, Ji-Rong Wen, Panos Kalnis:
Deep understanding of big geospatial data for self-driving cars. Neurocomputing 428: 308-309 (2021) - [j38]Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo:
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33(12): 3701-3715 (2021) - [j37]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) - [j36]Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
Internal and external memory set containment join. VLDB J. 30(3): 447-470 (2021) - [j35]Chengcheng Yang, Dong Deng, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
Correction to: Internal and external memory set containment join. VLDB J. 30(5): 907 (2021) - [c53]Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang:
Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage. AAAI 2021: 689-696 - [c52]Shanshan Feng, Lisi Chen, Kaiqi Zhao, Wei Wei, Fan Li, Shuo Shang:
Node2LV: Squared Lorentzian Representations for Node Proximity. ICDE 2021: 2015-2020 - [c51]Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis:
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data. IJCAI 2021: 3613-3619 - [c50]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 - [c49]Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang:
A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks. KDD 2021: 556-564 - 2020
- [j34]Shuo Shang, Kai Zheng, Panos Kalnis:
Introduction to spatio-temporal data driven urban computing. Distributed Parallel Databases 38(3): 561-562 (2020) - [j33]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) - [j32]Lisi Chen, Shuo Shang, Chengcheng Yang, Jing Li:
Spatial keyword search: a survey. GeoInformatica 24(1): 85-106 (2020) - [j31]Xiaofeng Zhu, Shuo Shang, Minjeong Kim:
Privacy-preserving representation learning for big data. Neurocomputing 406: 293-294 (2020) - [j30]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) - [c48]Lisi Chen, Shuo Shang, Tao Guo:
Real-Time Route Search by Locations. AAAI 2020: 574-581 - [c47]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 - [c46]Lisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao, Panos Kalnis:
Parallel Semantic Trajectory Similarity Join. ICDE 2020: 997-1008 - [c45]Chengcheng Yang, Dong Deng, Shuo Shang, Ling Shao:
Efficient Locality-Sensitive Hashing Over High-Dimensional Data Streams. ICDE 2020: 1986-1989 - [c44]Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang:
Contextualized Point-of-Interest Recommendation. IJCAI 2020: 2484-2490 - [c43]Ke Li, Lisi Chen, Shuo Shang:
Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips. IJCAI 2020: 3400-3406 - [c42]Jing Li, Shuo Shang, Ling Shao:
MetaNER: Named Entity Recognition with Meta-Learning. WWW 2020: 429-440
2010 – 2019
- 2019
- [j29]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) - [j28]Yan Wang, Jianmin Li, Ying Zhong, Shunzhi Zhu, Danhuai Guo, Shuo Shang:
Discovery of accessible locations using region-based geo-social data. World Wide Web 22(3): 929-944 (2019) - [j27]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) - [j26]Lisi Chen, Shuo Shang:
Approximate spatio-temporal top-k publish/subscribe. World Wide Web 22(5): 2153-2175 (2019) - [j25]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) - [c41]Lisi Chen, Shuo Shang:
Region-Based Message Exploration over Spatio-Temporal Data Streams. AAAI 2019: 873-880 - [c40]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 - [c39]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization over Streams with Inhomogeneous Decays. AAAI 2019: 5861-5868 - [c38]Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao:
LCJoin: Set Containment Join via List Crosscutting. ICDE 2019: 362-373 - [c37]Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis:
Cluster-Based Subscription Matching for Geo-Textual Data Streams. ICDE 2019: 890-901 - [c36]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. ICDE 2019: 1106-1117 - [c35]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 - [c34]Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang:
Accelerate MaxBRkNN Search by kNN Estimation. ICDE 2019: 1730-1733 - [c33]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 - [c32]Jing Li, Deheng Ye, Shuo Shang:
Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks. IJCAI 2019: 5053-5059 - [c31]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 - [c30]Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis:
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization. KDD 2019: 705-713 - 2018
- [j24]An Liu, Weiqi Wang, Shuo Shang, Qing Li, Xiangliang Zhang:
Efficient task assignment in spatial crowdsourcing with worker and task privacy protection. GeoInformatica 22(2): 335-362 (2018) - [j23]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) - [j22]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) - [c29]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 - [c28]Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis:
Location-Aware Top-k Term Publish/Subscribe. ICDE 2018: 749-760 - [c27]Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo:
Flexible Aggregate Nearest Neighbor Queries in Road Networks. ICDE 2018: 761-772 - [c26]Shuo Shang, Lisi Chen, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Searching Trajectories by Regions of Interest. ICDE 2018: 1741-1742 - [c25]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 - [c24]Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen:
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs. SIGMOD Conference 2018: 441-456 - [i4]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Tracking Influential Nodes in Time-Decaying Dynamic Interaction Networks. CoRR abs/1810.07917 (2018) - [i3]Junzhou Zhao, Shuo Shang, Pinghui Wang, John C. S. Lui, Xiangliang Zhang:
Submodular Optimization Over Streams with Inhomogeneous Decays. CoRR abs/1811.05652 (2018) - 2017
- [j21]Shunzhi Zhu, Yan Wang, Shuo Shang, Guang Zhao, Jiye Wang:
Probabilistic routing using multimodal data. Neurocomputing 253: 49-55 (2017) - [j20]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) - [j19]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) - [j18]Shuo Shang, Shunzhi Zhu, Danhuai Guo, Minhua Lu:
Discovery of probabilistic nearest neighbors in traffic-aware spatial networks. World Wide Web 20(5): 1135-1151 (2017) - [c23]Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis:
Collective Travel Planning in Spatial Networks. ICDE 2017: 59-60 - [c22]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
- [j17]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) - [j16]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) - [j15]Danhuai Guo, Yingqiu Zhu, Wei Xu, Shuo Shang, Zhiming Ding:
How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show. Neurocomputing 213: 95-101 (2016) - [j14]Shuo Shang, Danhuai Guo, Jiajun Liu, Ji-Rong Wen:
Prediction-based Unobstructed Route Planning. Neurocomputing 213: 147-154 (2016) - [j13]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) - [j12]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) - [j11]Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak:
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments. IEEE Trans. Knowl. Data Eng. 28(11): 2827-2841 (2016) - [j10]Sha Hu, Ji-Rong Wen, Zhicheng Dou, Shuo Shang:
Following the dynamic block on the Web. World Wide Web 19(6): 1077-1101 (2016) - [c21]Shuo Shang, Zhewei Wei, Ji-Rong Wen, Shunzhi Zhu:
Probabilistic Nearest Neighbor Query in Traffic-Aware Spatial Networks. APWeb (1) 2016: 3-14 - [c20]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 - [c19]Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen:
Matrix Sketching Over Sliding Windows. SIGMOD Conference 2016: 1465-1480 - [i2]Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak:
A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments. CoRR abs/1605.02337 (2016) - 2015
- [j9]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) - [j8]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) - [j7]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) - [j6]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) - [c18]Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou:
Interactive Top-k Spatial Keyword queries. ICDE 2015: 423-434 - [c17]Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak:
Bounded Quadrant System: Error-bounded trajectory compression on the go. ICDE 2015: 987-998 - 2014
- [j5]Wenxiao Shi, Shuo Shang, Yu Zheng, Yinlong Xu:
Routing Metric of Expected Delay in Multi-Radio Multi-Channel Wireless Mesh Networks. J. Commun. 9(11): 851-858 (2014) - [j4]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) - [j3]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) - [c16]Zhixu Li, Shuo Shang, Qing Xie, Xiangliang Zhang:
Cost Reduction for Web-Based Data Imputation. DASFAA (2) 2014: 438-452 - [c15]Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng:
Compressing large scale urban trajectory data. CloudDP@EuroSys 2014: 3:1-3:6 - [c14]Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng:
Benchmarking big data for trip recommendation. ICCCN 2014: 1-6 - [c13]Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang:
Stochastic skyline route planning under time-varying uncertainty. ICDE 2014: 136-147 - [c12]Shuo Shang, Danhuai Guo, Jiajun Liu, Kuien Liu:
Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks. MDM (2) 2014: 43-48 - [i1]Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Raja Jurdak:
Bounded Quadrant System: Error-bounded Trajectory Compression on the Go. CoRR abs/1412.0321 (2014) - 2013
- [b1]Shuo Shang:
Spatial query processing for trip planning and location recommendation. University of Queensland, Australia, 2013 - [c11]Qing Xie, Shuo Shang, Bo Yuan, Chaoyi Pang, Xiangliang Zhang:
Local correlation detection with linearity enhancement in streaming data. CIKM 2013: 309-318 - [c10]Xike Xie, Hua Lu, Jinchuan Chen, Shuo Shang:
Top-k Neighborhood Dominating Query. DASFAA (1) 2013: 131-145 - [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]Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie:
Modeling of Traffic-Aware Travel Time in Spatial Networks. MDM (1) 2013: 247-250 - [c6]Kuien Liu, Bin Yang, Shuo Shang, Yaguang Li, Zhiming Ding:
MOIR/UOTS: Trip Recommendation with User Oriented Trajectory Search. MDM (1) 2013: 335-337 - [c5]Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie:
Finding Traffic-Aware Fastest Paths in Spatial Networks. SSTD 2013: 128-145 - 2012
- [j2]Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Kai Zheng, Xiaofang Zhou:
PNN query processing on compressed trajectories. GeoInformatica 16(3): 467-496 (2012) - [j1]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) - [c4]Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis:
User oriented trajectory search for trip recommendation. EDBT 2012: 156-167 - 2011
- [c3]Shuo Shang, Bo Yuan, Ke Deng, Kexin Xie, Xiaofang Zhou:
Finding the most accessible locations: reverse path nearest neighbor query in road networks. GIS 2011: 181-190 - 2010
- [c2]Shuo Shang, Ke Deng, Kai Zheng:
Efficient best path monitoring in road networks for instant local traffic information. ADC 2010: 47-56 - [c1]Shuo Shang, Ke Deng, Kexin Xie:
Best point detour query in road networks. GIS 2010: 71-80
Coauthor Index
[j60] [j56] [c81] [c80] [c79] [j54] [j52] [c78] [c73] [c72] [c69] [c68] [i17] [i10] [i9] [j49] [j47] [j46] [j45] [j44] [j42] [c65] [c63] [c62] [c60] [c56] [c54] [j37] [c53] [c52] [c51] [c50] [j33] [j32] [j30] [c48] [c47] [c46] [c43] [j29] [j27] [j26] [c41] [c37] [c33] [c31] [j23] [c28] [c26] [j20] [j19] [c23] [c22] [j13] [j12]
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