Grid Memory Service Architecture for High Performance Computing. - Lei Li 005; Siyuan Liu 001; Mingyu Chen 001; Jianping Fan 002 (GCC, 2008)

GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol. - Siyuan Liu 001; Lei Li 005; Yiyang Zhao; Jianping Fan 002 (ICPADS, 2008)

UDB: Using Directional Beacons for Localization in Underwater Sensor Networks. - Hanjiang Luo; Yiyang Zhao; Zhongwen Guo; Siyuan Liu 001; Pengpeng Chen; Lionel M. Ni (ICPADS, 2008)

COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization. - Dian Zhang 001; Yanyan Yang; Dachao Cheng; Siyuan Liu 001; Lionel M. Ni (ICC, 2010)

Towards mobility-based clustering. - Siyuan Liu 001; Yunhuai Liu; Lionel M. Ni; Jianping Fan 002; Minglu Li 001 (KDD, 2010)

A 3D Geosciences Modeling System for Large-Scale Water-Diversion Projects. - Siyuan Liu 001; Gaojin Wen; Jianping Fan 002 (Comput. Sci. Eng., 2010)

A visual analytics system for metropolitan transportation. - Siyuan Liu 001; Ce Liu; Qiong Luo 001; Lionel M. Ni; Huamin Qu (GIS, 2011)

Mobile Phone Graph Evolution: Findings, Model and Interpretation. - Siyuan Liu 001; Lei Li 005; Christos Faloutsos; Lionel M. Ni (ICDM Workshops, 2011)

CIM: categorical influence maximization. - Siyuan Liu 001; Lei Chen 002; Lionel M. Ni; Jianping Fan 002 (ICUIMC, 2011)

Visual analysis of route diversity. - He Liu; Yuan Gao; Lu Lu; Siyuan Liu 001; Huamin Qu; Lionel M. Ni (IEEE VAST, 2011)

Visual analysis of people's mobility pattern from mobile phone data. - Jiansu Pu; Panpan Xu; Huamin Qu; Weiwei Cui 001; Siyuan Liu 001; Lionel M. Ni (VINCI, 2011)

Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data. - Jiansu Pu; Siyuan Liu 001; Huamin Qu; Lionel M. Ni (ADMA, 2012)

Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter. - Siyuan Liu 001; Lei Kang; Lei Chen 002; Lionel M. Ni (ICDCS, 2012)

Calibrating Large Scale Vehicle Trajectory Data. - Siyuan Liu 001; Ce Liu; Qiong Luo 001; Lionel M. Ni; Ramayya Krishnan (MDM, 2012)

TODMIS: mining communities from trajectories. - Siyuan Liu 001; Shuhui Wang; Kasthuri Jayarajah; Archan Misra; Ramayya Krishnan (CIKM, 2013)

Hibernating Process: Modelling Mobile Calls at Multiple Scales. - Siyuan Liu 001; Lei Li 005; Rammaya Krishnan (ICDM, 2013)

Adaptive collective routing using gaussian process dynamic congestion models. - Siyuan Liu 001; Yisong Yue; Ramayya Krishnan (KDD, 2013)

HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers. - Ye Ding 002; Siyuan Liu 001; Jiansu Pu; Lionel M. Ni (MDM (1), 2013)

Understanding Sequential Decisions via Inverse Reinforcement Learning. - Siyuan Liu 001; Miguel Araujo; Emma Brunskill; Rosaldo J. F. Rossetti; João Barros; Ramayya Krishnan (MDM (1), 2013)

T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance. - Jiansu Pu; Siyuan Liu 001; Ye Ding 002; Huamin Qu; Lionel M. Ni (MDM (1), 2013)

Modeling Social Information Learning among Taxi Drivers. - Siyuan Liu 001; Ramayya Krishnan; Emma Brunskill; Lionel M. Ni (PAKDD (2), 2013)

Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (PerCom, 2013)

VAIT: A Visual Analytics System for Metropolitan Transportation. - Siyuan Liu 001; Jiansu Pu; Qiong Luo 001; Huamin Qu; Lionel M. Ni; Ramayya Krishnan (IEEE Trans. Intell. Transp. Syst., 2013)

Detecting Crowdedness Spot in City Transportation. - Siyuan Liu 001; Yunhuai Liu; Lionel M. Ni; Minglu Li 001; Jianping Fan 002 (IEEE Trans. Veh. Technol., 2013)

Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (AAAI, 2014)

User characterization from geographic topic analysis in online social media. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (ASONAM, 2014)

A quantitative analysis of decision process in social groups using human trajectories. - Truc Viet Le; Siyuan Liu 001; Hoong Chuin Lau; Ramayya Krishnan (AAMAS, 2014)

TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. - Yan Hua; Shuhui Wang; Siyuan Liu 001; Qingming Huang; Anni Cai (ICDM, 2014)

ShopProfiler: Profiling shops with crowdsourcing data. - Xiaonan Guo; Eddie C. L. Chan; Ce Liu; Kaishun Wu; Siyuan Liu 001; Lionel M. Ni (INFOCOM, 2014)

Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects. - Qiang Qu; Siyuan Liu 001; Bin Yang 002; Christian S. Jensen (MDM (1), 2014)

Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. - Jiangchuan Zheng; Siyuan Liu 001; Lionel M. Ni (MDM (1), 2014)

Persistent Community Detection in Dynamic Social Networks. - Siyuan Liu 001; Shuhui Wang; Ramayya Krishnan (PAKDD (1), 2014)

Visual Analysis of Uncertainty in Trajectories. - Lu Lu; Nan Cao 001; Siyuan Liu 001; Lionel M. Ni; Xiaoru Yuan; Huamin Qu (PAKDD (1), 2014)

Interestingness-Driven Diffusion Process Summarization in Dynamic Networks. - Qiang Qu; Siyuan Liu 001; Christian S. Jensen; Feida Zhu 001; Christos Faloutsos (ECML/PKDD (2), 2014)

HYDRA: large-scale social identity linkage via heterogeneous behavior modeling. - Siyuan Liu 001; Shuhui Wang; Feida Zhu 001; Jinbo Zhang; Ramayya Krishnan (SIGMOD Conference, 2014)

Integrating non-spatial preferences into spatial location queries. - Qiang Qu; Siyuan Liu 001; Bin Yang 002; Christian S. Jensen (SSDBM, 2014)

Online Community Transition Detection. - Biying Tan; Feida Zhu 001; Qiang Qu; Siyuan Liu 001 (WAIM, 2014)

MViewer: mobile phone spatiotemporal data viewer. - Jiansu Pu; Siyuan Liu 001; Panpan Xu; Huamin Qu; Lionel M. Ni (Frontiers Comput. Sci., 2014)

Anomaly Detection from Incomplete Data. - Siyuan Liu 001; Lei Chen 002; Lionel M. Ni (ACM Trans. Knowl. Discov. Data, 2014)

How to Conduct Distributed IncompletePattern Matching. - Siyuan Liu 001; Lei Kang; Lei Chen 002; Lionel M. Ni (IEEE Trans. Parallel Distributed Syst., 2014)

Fraud Detection From Taxis' Driving Behaviors. - Siyuan Liu 001; Lionel M. Ni; Ramayya Krishnan (IEEE Trans. Veh. Technol., 2014)

Predicting Bundles of Spatial Locations from Learning Revealed Preference Data. - Truc Viet Le; Siyuan Liu 001; Hoong Chuin Lau; Ramayya Krishnan (AAMAS, 2015)

Modelling cascades over time in microblogs. - Wei Xie 005; Feida Zhu 001; Siyuan Liu 001; Ke Wang 001 (IEEE BigData, 2015)

Digitizing Offline Shopping Behavior Towards Mobile Marketing. - Anindya Ghose; Beibei Li 003; Siyuan Liu 001 (ICIS, 2015)

Learning from the Offline Trace: A Case Study of the Taxi Industry. - Yingjie Zhang 003; Beibei Li 003; Ramayya Krishnan; Siyuan Liu 001 (ICIS, 2015)

Understanding taxi drivers' routing choices from spatial and social traces. - Siyuan Liu 001; Shuhui Wang; Ce Liu; Ramayya Krishnan (Frontiers Comput. Sci., 2015)

ALID: Scalable Dominant Cluster Detection. - Lingyang Chu; Shuhui Wang; Siyuan Liu 001; Qingming Huang; Jian Pei 001 (Proc. VLDB Endow., 2015)

SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. - Siyuan Liu 001; Qiang Qu; Lei Chen 002; Lionel M. Ni (IEEE Trans. Big Data, 2015)

Rationality Analytics from Trajectories. - Siyuan Liu 001; Qiang Qu; Shuhui Wang (ACM Trans. Knowl. Discov. Data, 2015)

Structured Learning from Heterogeneous Behavior for Social Identity Linkage. - Siyuan Liu 001; Shuhui Wang; Feida Zhu 001 (IEEE Trans. Knowl. Data Eng., 2015)

Non-Myopic Adaptive Route Planning in Uncertain Congestion Environments. - Siyuan Liu 001; Yisong Yue; Ramayya Krishnan (IEEE Trans. Knowl. Data Eng., 2015)

Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract). - Truc Viet Le; Siyuan Liu 001; Hoong Chuin Lau (AAMAS, 2016)

Object identification with Pay-As-You-Go crowdsourcing. - Ting Wu; Chen Jason Zhang; Lei Chen 002; Pan Hui 001; Siyuan Liu 001 (IEEE BigData, 2016)

A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint. - Truc Viet Le; Siyuan Liu 001; Hoong Chuin Lau (ECAI, 2016)

Efficient Online Summarization of Large-Scale Dynamic Networks. - Qiang Qu; Siyuan Liu 001; Feida Zhu 001; Christian S. Jensen (IEEE Trans. Knowl. Data Eng., 2016)

Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. - Yan Hua; Shuhui Wang; Siyuan Liu 001; Anni Cai; Qingming Huang (IEEE Trans. Multim., 2016)

Corrections to "Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation". - Yan Hua; Shuhui Wang; Siyuan Liu 001; Anni Cai; Qingming Huang (IEEE Trans. Multim., 2016)

Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. - Truc Viet Le; Richard Jayadi Oentaryo; Siyuan Liu 001; Hoong Chuin Lau (IEEE Trans. Big Data, 2017)

Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling. - Siyuan Liu 001; Shuhui Wang (IEEE Trans. Knowl. Data Eng., 2017)

Trajectory Mining. - Siyuan Liu 001; Shuhui Wang; Qiang Qu (Encyclopedia of GIS, 2017)

Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit. - Bing He 002; Dian Zhang 001; Siyuan Liu 001; Hao Liu 026; Dawei Han; Lionel M. Ni (IEEE BigData, 2018)

PBE: Driver Behavior Assessment Beyond Trajectory Profiling. - Bing He 002; Xiaolin Chen; Dian Zhang 001; Siyuan Liu 001; Dawei Han; Lionel M. Ni (ECML/PKDD (3), 2018)

Heterogeneous anomaly detection in social diffusion with discriminative feature discovery. - Siyuan Liu 001; Qiang Qu; Shuhui Wang (Inf. Sci., 2018)

Mobile Targeting Using Customer Trajectory Patterns. - Anindya Ghose; Beibei Li 003; Siyuan Liu 001 (Manag. Sci., 2019)

Bitcoin price forecasting: A perspective of underlying blockchain transactions. - Haizhou Guo; Dian Zhang 001; Siyuan Liu 001; Lei Wang; Ye Ding (Decis. Support Syst., 2021)

Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs. - Qiang Gao 003; Xinzhu Zhou; Kunpeng Zhang 001; Li Huang 002; Siyuan Liu 001; Fan Zhou 002 (CoRR, 2022)

Unsupervised Learning for Human Mobility Behaviors. - Siyuan Liu 001; Shaojie Tang 001; Jiangchuan Zheng; Lionel M. Ni (INFORMS J. Comput., 2022)

Toward Robust Monitoring of Malicious Outbreaks. - Shaojie Tang 001; Siyuan Liu 001; Xu Han; Yu Qiao (INFORMS J. Comput., 2022)

Maximizing the Utility in Location-Based Mobile Advertising. - Peng Cheng 003; Xiang Lian 001; Lei Chen 002; Siyuan Liu 001 (IEEE Trans. Knowl. Data Eng., 2022)

CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. - Xovee Xu; Fan Zhou 002; Kunpeng Zhang 001; Siyuan Liu 001; Goce Trajcevski (IEEE Trans. Knowl. Data Eng., 2023)

CCGL: Contrastive Cascade Graph Learning. - Xovee Xu; Fan Zhou 002; Kunpeng Zhang 001; Siyuan Liu 001 (IEEE Trans. Knowl. Data Eng., 2023)

Counterfactual Graph Learning for Anomaly Detection on Attributed Networks. - Chunjing Xiao; Xovee Xu; Yue Lei; Kunpeng Zhang 001; Siyuan Liu 001; Fan Zhou 002 (IEEE Trans. Knowl. Data Eng., 2023)

Semi-Supervised Anomaly Detection Via Neural Process. - Fan Zhou 002; Guanyu Wang 006; Kunpeng Zhang 001; Siyuan Liu 001; Ting Zhong (IEEE Trans. Knowl. Data Eng., 2023)

Unveiling the potential: Exploring the predictability of complex exchange rate trends. - Yuntao Mao; Ziwei Chen; Siyuan Liu 001; Yanfeng Li 001 (Eng. Appl. Artif. Intell., 2024)

Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks. - Qiang Gao 003; Xinzhu Zhou; Li Huang 002; Kunpeng Zhang 001; Siyuan Liu 001; Fan Zhou 002 (Inf. Fusion, 2024)