Siyuan Liu

83 papers A* 8A 6B 5C 4Journal 36Unranked 23
YearRankTypeTitle / Venue / Authors
2024 J jnl
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks.
Inf. Fusion
Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2024 J jnl
Unveiling the potential: Exploring the predictability of complex exchange rate trends.
Eng. Appl. Artif. Intell.
Yuntao Mao, Ziwei Chen, Siyuan Liu, Yanfeng Li
2023 J jnl
CCGL: Contrastive Cascade Graph Learning.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2023 J jnl
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski
2023 J jnl
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks.
IEEE Trans. Knowl. Data Eng.
Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2023 J jnl
Semi-Supervised Anomaly Detection Via Neural Process.
IEEE Trans. Knowl. Data Eng.
Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong
2022 J jnl
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs.
CoRR
Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou
2022 J jnl
Maximizing the Utility in Location-Based Mobile Advertising.
IEEE Trans. Knowl. Data Eng.
Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu
2022 J jnl
Toward Robust Monitoring of Malicious Outbreaks.
INFORMS J. Comput.
Shaojie Tang, Siyuan Liu, Xu Han, Yu Qiao
2022 J jnl
Unsupervised Learning for Human Mobility Behaviors.
INFORMS J. Comput.
Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni
2021 J jnl
Bitcoin price forecasting: A perspective of underlying blockchain transactions.
Decis. Support Syst.
Haizhou Guo, Dian Zhang, Siyuan Liu, Lei Wang, Ye Ding
2021 J jnl
CCGL: Contrastive Cascade Graph Learning.
CoRR
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2021 J jnl
Dynamic traffic bottlenecks identification based on congestion diffusion model by influence maximization in metro-city scales.
Concurr. Comput. Pract. Exp.
Baoxin Zhao, Cheng-Zhong Xu, Siyuan Liu, Juanjuan Zhao, Li Li
2019 — conf
A Congestion Diffusion Model with Influence Maximization for Traffic Bottlenecks Identification in Metrocity Scales.
IEEE BigData
Baoxin Zhao, Chengzhong Xu, Siyuan Liu, Juanjuan Zhao, Li Li
2019 A* conf
Maximizing the Utility in Location-Based Mobile Advertising.
ICDE
Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu
2019 J jnl
Mobile Targeting Using Customer Trajectory Patterns.
Manag. Sci.
Anindya Ghose, Beibei Li, Siyuan Liu
2018 J jnl
Heterogeneous anomaly detection in social diffusion with discriminative feature discovery.
Inf. Sci.
Siyuan Liu, Qiang Qu, Shuhui Wang
2018 — conf
PBE: Driver Behavior Assessment Beyond Trajectory Profiling.
ECML/PKDD (3)
Bing He, Xiaolin Chen, Dian Zhang, Siyuan Liu, Dawei Han, Lionel M. Ni
2018 — conf
Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit.
IEEE BigData
Bing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, Lionel M. Ni
2017 — conf
A data-driven congestion diffusion model for characterizing traffic in metrocity scales.
IEEE BigData
Baoxin Zhao, Chengzhong Xu, Siyuan Liu
2017 J jnl
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction.
CoRR
Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau
2017 J jnl
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction.
IEEE Trans. Big Data
Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau
2017 J jnl
Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data.
IEEE Trans. Intell. Transp. Syst.
Juanjuan Zhao, Qiang Qu, Fan Zhang, Chengzhong Xu, Siyuan Liu
2017 J jnl
Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling.
IEEE Trans. Knowl. Data Eng.
Siyuan Liu, Shuhui Wang
2017 — ch.
Trajectory Mining.
Encyclopedia of GIS
Siyuan Liu, Shuhui Wang, Qiang Qu
2016 A conf
A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint.
ECAI
Truc Viet Le, Siyuan Liu, Hoong Chuin Lau
2016 J jnl
Corrections to "Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation".
IEEE Trans. Multim.
Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang
2016 J jnl
Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation.
IEEE Trans. Multim.
Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang
2016 J jnl
Efficient Online Summarization of Large-Scale Dynamic Networks.
IEEE Trans. Knowl. Data Eng.
Qiang Qu, Siyuan Liu, Feida Zhu, Christian S. Jensen
2016 — conf
Object identification with Pay-As-You-Go crowdsourcing.
IEEE BigData
Ting Wu, Chen Jason Zhang, Lei Chen, Pan Hui, Siyuan Liu
2016 A conf
Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract).
AAMAS
Truc Viet Le, Siyuan Liu, Hoong Chuin Lau
2015 J jnl
ALID: Scalable Dominant Cluster Detection.
Proc. VLDB Endow.
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2015 C conf
Digitizing Offline Shopping Behavior Towards Mobile Marketing.
ICIS
Anindya Ghose, Beibei Li, Siyuan Liu
2015 C conf
Learning from the Offline Trace: A Case Study of the Taxi Industry.
ICIS
Yingjie Zhang, Beibei Li, Ramayya Krishnan, Siyuan Liu
2015 — conf
Modelling cascades over time in microblogs.
IEEE BigData
Wei Xie, Feida Zhu, Siyuan Liu, Ke Wang
2015 J jnl
Non-Myopic Adaptive Route Planning in Uncertain Congestion Environments.
IEEE Trans. Knowl. Data Eng.
Siyuan Liu, Yisong Yue, Ramayya Krishnan
2015 A conf
Predicting Bundles of Spatial Locations from Learning Revealed Preference Data.
AAMAS
Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan
2015 J jnl
Rationality Analytics from Trajectories.
ACM Trans. Knowl. Discov. Data
Siyuan Liu, Qiang Qu, Shuhui Wang
2015 J jnl
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams.
IEEE Trans. Big Data
Siyuan Liu, Qiang Qu, Lei Chen, Lionel M. Ni
2015 J jnl
Structured Learning from Heterogeneous Behavior for Social Identity Linkage.
IEEE Trans. Knowl. Data Eng.
Siyuan Liu, Shuhui Wang, Feida Zhu
2015 J jnl
Understanding taxi drivers' routing choices from spatial and social traces.
Frontiers Comput. Sci.
Siyuan Liu, Shuhui Wang, Ce Liu, Ramayya Krishnan
2014 A conf
A quantitative analysis of decision process in social groups using human trajectories.
AAMAS
Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan
2014 J jnl
ALID: Scalable Dominant Cluster Detection.
CoRR
Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei
2014 J jnl
Anomaly Detection from Incomplete Data.
ACM Trans. Knowl. Discov. Data
Siyuan Liu, Lei Chen, Lionel M. Ni
2014 — conf
Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes.
MDM (1)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
2014 — conf
Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects.
MDM (1)
Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen
2014 J jnl
Fraud Detection From Taxis' Driving Behaviors.
IEEE Trans. Veh. Technol.
Siyuan Liu, Lionel M. Ni, Ramayya Krishnan
2014 — conf
HYDRA: large-scale social identity linkage via heterogeneous behavior modeling.
SIGMOD Conference
Siyuan Liu, Shuhui Wang, Feida Zhu, Jinbo Zhang, Ramayya Krishnan
2014 J jnl
How to Conduct Distributed IncompletePattern Matching.
IEEE Trans. Parallel Distributed Syst.
Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni
2014 B conf
Integrating non-spatial preferences into spatial location queries.
SSDBM
Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen
2014 — conf
Interestingness-Driven Diffusion Process Summarization in Dynamic Networks.
ECML/PKDD (2)
Qiang Qu, Siyuan Liu, Christian S. Jensen, Feida Zhu, Christos Faloutsos
2014 J jnl
MViewer: mobile phone spatiotemporal data viewer.
Frontiers Comput. Sci.
Jiansu Pu, Siyuan Liu, Panpan Xu, Huamin Qu, Lionel M. Ni
2014 — conf
Online Community Transition Detection.
WAIM
Biying Tan, Feida Zhu, Qiang Qu, Siyuan Liu
2014 — conf
Persistent Community Detection in Dynamic Social Networks.
PAKDD (1)
Siyuan Liu, Shuhui Wang, Ramayya Krishnan
2014 A* conf
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise.
AAAI
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
2014 A* conf
ShopProfiler: Profiling shops with crowdsourcing data.
INFOCOM
Xiaonan Guo, Eddie C. L. Chan, Ce Liu, Kaishun Wu, Siyuan Liu, Lionel M. Ni
2014 A* conf
TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation.
ICDM
Yan Hua, Shuhui Wang, Siyuan Liu, Qingming Huang, Anni Cai
2014 B conf
User characterization from geographic topic analysis in online social media.
ASONAM
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
2014 — conf
Visual Analysis of Uncertainty in Trajectories.
PAKDD (1)
Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan, Huamin Qu
2013 A* conf
Adaptive collective routing using gaussian process dynamic congestion models.
KDD
Siyuan Liu, Yisong Yue, Ramayya Krishnan
2013 J jnl
Detecting Crowdedness Spot in City Transportation.
IEEE Trans. Veh. Technol.
Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Minglu Li, Jianping Fan
2013 A* conf
Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering.
PerCom
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
2013 — conf
HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers.
MDM (1)
Ye Ding, Siyuan Liu, Jiansu Pu, Lionel M. Ni
2013 A* conf
Hibernating Process: Modelling Mobile Calls at Multiple Scales.
ICDM
Siyuan Liu, Lei Li, Rammaya Krishnan
2013 — conf
Modeling Social Information Learning among Taxi Drivers.
PAKDD (2)
Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel M. Ni
2013 — conf
T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance.
MDM (1)
Jiansu Pu, Siyuan Liu, Ye Ding, Huamin Qu, Lionel M. Ni
2013 A conf
TODMIS: mining communities from trajectories.
CIKM
Siyuan Liu, Shuhui Wang, Kasthuri Jayarajah, Archan Misra, Ramayya Krishnan
2013 — conf
Understanding Sequential Decisions via Inverse Reinforcement Learning.
MDM (1)
Siyuan Liu, Miguel Araujo, Emma Brunskill, Rosaldo J. F. Rossetti, João Barros, Ramayya Krishnan
2013 J jnl
VAIT: A Visual Analytics System for Metropolitan Transportation.
IEEE Trans. Intell. Transp. Syst.
Siyuan Liu, Jiansu Pu, Qiong Luo, Huamin Qu, Lionel M. Ni, Ramayya Krishnan
2012 B conf
Calibrating Large Scale Vehicle Trajectory Data.
MDM
Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Ramayya Krishnan
2012 A conf
Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter.
ICDCS
Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni
2012 C conf
Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data.
ADMA
Jiansu Pu, Siyuan Liu, Huamin Qu, Lionel M. Ni
2011 — conf
A visual analytics system for metropolitan transportation.
GIS
Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Huamin Qu
2011 — conf
CIM: categorical influence maximization.
ICUIMC
Siyuan Liu, Lei Chen, Lionel M. Ni, Jianping Fan
2011 — conf
Mobile Phone Graph Evolution: Findings, Model and Interpretation.
ICDM Workshops
Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni
2011 C conf
Visual analysis of people's mobility pattern from mobile phone data.
VINCI
Jiansu Pu, Panpan Xu, Huamin Qu, Weiwei Cui, Siyuan Liu, Lionel M. Ni
2011 — conf
Visual analysis of route diversity.
IEEE VAST
He Liu, Yuan Gao, Lu Lu, Siyuan Liu, Huamin Qu, Lionel M. Ni
2010 J jnl
A 3D Geosciences Modeling System for Large-Scale Water-Diversion Projects.
Comput. Sci. Eng.
Siyuan Liu, Gaojin Wen, Jianping Fan
2010 — conf
COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization.
ICC
Dian Zhang, Yanyan Yang, Dachao Cheng, Siyuan Liu, Lionel M. Ni
2010 A* conf
Towards mobility-based clustering.
KDD
Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fan, Minglu Li
2008 B conf
GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol.
ICPADS
Siyuan Liu, Lei Li, Yiyang Zhao, Jianping Fan
2008 — conf
Grid Memory Service Architecture for High Performance Computing.
GCC
Lei Li, Siyuan Liu, Mingyu Chen, Jianping Fan
2008 B conf
UDB: Using Directional Beacons for Localization in Underwater Sensor Networks.
ICPADS
Hanjiang Luo, Yiyang Zhao, Zhongwen Guo, Siyuan Liu, Pengpeng Chen, Lionel M. Ni