default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSiyuan Liu 0001
Person information
- affiliation: Pennsylvania State University, State College, PA, USA
Other persons with the same name
- Siyuan Liu — disambiguation page
- Siyuan Liu 0002
![[0000-0002-3199-4015]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3199-4015")
— KTH Royal Institute of Technology, Stockholm, Sweden - Siyuan Liu 0003 — Nanyang Technological University, Singapore
- Siyuan Liu 0004 — Dalian Maritime University, Dalian, China
- Siyuan Liu 0005 — Microsoft Research AI4Science, Beijing, China
- Siyuan Liu 0006 — Nankai University, Tianjin, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
[j30]Yuntao Mao, Ziwei Chen, Siyuan Liu, Yanfeng Li:
Unveiling the potential: Exploring the predictability of complex exchange rate trends. Eng. Appl. Artif. Intell. 133: 108112 (2024)- [j29]Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou:
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks. Inf. Fusion 110: 102468 (2024) - 2023
- [j28]Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski:
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction. IEEE Trans. Knowl. Data Eng. 35(4): 3484-3499 (2023) - [j27]Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu:
CCGL: Contrastive Cascade Graph Learning. IEEE Trans. Knowl. Data Eng. 35(5): 4539-4554 (2023) - [j26]Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong:
Semi-Supervised Anomaly Detection Via Neural Process. IEEE Trans. Knowl. Data Eng. 35(10): 10423-10435 (2023) - [j25]Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou:
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks. IEEE Trans. Knowl. Data Eng. 35(10): 10540-10553 (2023) - 2022
- [j24]Shaojie Tang, Siyuan Liu, Xu Han, Yu Qiao:
Toward Robust Monitoring of Malicious Outbreaks. INFORMS J. Comput. 34(2): 1257-1271 (2022) - [j23]Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni:
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34(3): 1565-1586 (2022) - [j22]Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. IEEE Trans. Knowl. Data Eng. 34(2): 776-788 (2022) - 2021
- [j21]Haizhou Guo, Dian Zhang, Siyuan Liu, Lei Wang, Ye Ding:
Bitcoin price forecasting: A perspective of underlying blockchain transactions. Decis. Support Syst. 151: 113650 (2021) - 2019
- [j20]Anindya Ghose, Beibei Li, Siyuan Liu:
Mobile Targeting Using Customer Trajectory Patterns. Manag. Sci. 65(11): 5027-5049 (2019) - 2018
- [j19]Siyuan Liu, Qiang Qu, Shuhui Wang:
Heterogeneous anomaly detection in social diffusion with discriminative feature discovery. Inf. Sci. 439-440: 1-18 (2018) - 2017
- [j18]Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau:
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. IEEE Trans. Big Data 3(2): 194-207 (2017) - [j17]Siyuan Liu, Shuhui Wang:
Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling. IEEE Trans. Knowl. Data Eng. 29(4): 898-911 (2017) - 2016
- [j16]Qiang Qu, Siyuan Liu, Feida Zhu, Christian S. Jensen:
Efficient Online Summarization of Large-Scale Dynamic Networks. IEEE Trans. Knowl. Data Eng. 28(12): 3231-3245 (2016) - [j15]Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang:
Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. IEEE Trans. Multim. 18(6): 1201-1216 (2016) - [j14]Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang:
Corrections to "Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation". IEEE Trans. Multim. 18(10): 2127 (2016) - 2015
- [j13]Siyuan Liu, Shuhui Wang, Ce Liu, Ramayya Krishnan:
Understanding taxi drivers' routing choices from spatial and social traces. Frontiers Comput. Sci. 9(2): 200-209 (2015) - [j12]Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei:
ALID: Scalable Dominant Cluster Detection. Proc. VLDB Endow. 8(8): 826-837 (2015) - [j11]Siyuan Liu, Qiang Qu, Lei Chen, Lionel M. Ni:
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. IEEE Trans. Big Data 1(2): 68-81 (2015) - [j10]Siyuan Liu, Qiang Qu, Shuhui Wang:
Rationality Analytics from Trajectories. ACM Trans. Knowl. Discov. Data 10(1): 10:1-10:22 (2015) - [j9]Siyuan Liu, Shuhui Wang, Feida Zhu:
Structured Learning from Heterogeneous Behavior for Social Identity Linkage. IEEE Trans. Knowl. Data Eng. 27(7): 2005-2019 (2015) - [j8]Siyuan Liu, Yisong Yue, Ramayya Krishnan:
Non-Myopic Adaptive Route Planning in Uncertain Congestion Environments. IEEE Trans. Knowl. Data Eng. 27(9): 2438-2451 (2015) - 2014
- [j7]Jiansu Pu, Siyuan Liu, Panpan Xu, Huamin Qu, Lionel M. Ni:
MViewer: mobile phone spatiotemporal data viewer. Frontiers Comput. Sci. 8(2): 298-315 (2014) - [j6]Siyuan Liu, Lei Chen, Lionel M. Ni:
Anomaly Detection from Incomplete Data. ACM Trans. Knowl. Discov. Data 9(2): 11:1-11:22 (2014) - [j5]Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
How to Conduct Distributed IncompletePattern Matching. IEEE Trans. Parallel Distributed Syst. 25(4): 982-992 (2014) - [j4]Siyuan Liu, Lionel M. Ni, Ramayya Krishnan:
Fraud Detection From Taxis' Driving Behaviors. IEEE Trans. Veh. Technol. 63(1): 464-472 (2014) - 2013
- [j3]Siyuan Liu, Jiansu Pu, Qiong Luo, Huamin Qu, Lionel M. Ni, Ramayya Krishnan:
VAIT: A Visual Analytics System for Metropolitan Transportation. IEEE Trans. Intell. Transp. Syst. 14(4): 1586-1596 (2013) - [j2]Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Minglu Li, Jianping Fan:
Detecting Crowdedness Spot in City Transportation. IEEE Trans. Veh. Technol. 62(4): 1527-1539 (2013) - 2010
- [j1]Siyuan Liu, Gaojin Wen, Jianping Fan:
A 3D Geosciences Modeling System for Large-Scale Water-Diversion Projects. Comput. Sci. Eng. 12(1): 28-35 (2010)
Conference and Workshop Papers
- 2019
- [c44]Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. ICDE 2019: 1626-1629 - 2018
- [c43]Bing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, Lionel M. Ni:
Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit. IEEE BigData 2018: 1387-1396 - [c42]Bing He, Xiaolin Chen, Dian Zhang, Siyuan Liu, Dawei Han, Lionel M. Ni:
PBE: Driver Behavior Assessment Beyond Trajectory Profiling. ECML/PKDD (3) 2018: 507-523 - 2016
- [c41]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau:
Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract). AAMAS 2016: 1449-1450 - [c40]Ting Wu, Chen Jason Zhang, Lei Chen, Pan Hui, Siyuan Liu:
Object identification with Pay-As-You-Go crowdsourcing. IEEE BigData 2016: 578-585 - [c39]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau:
A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint. ECAI 2016: 347-354 - 2015
- [c38]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
Predicting Bundles of Spatial Locations from Learning Revealed Preference Data. AAMAS 2015: 1121-1129 - [c37]Wei Xie, Feida Zhu, Siyuan Liu, Ke Wang:
Modelling cascades over time in microblogs. IEEE BigData 2015: 677-686 - [c36]Anindya Ghose, Beibei Li, Siyuan Liu:
Digitizing Offline Shopping Behavior Towards Mobile Marketing. ICIS 2015 - [c35]Yingjie Zhang, Beibei Li, Ramayya Krishnan, Siyuan Liu:
Learning from the Offline Trace: A Case Study of the Taxi Industry. ICIS 2015 - 2014
- [c34]Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni:
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. AAAI 2014: 2198-2205 - [c33]Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni:
User characterization from geographic topic analysis in online social media. ASONAM 2014: 464-471 - [c32]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
A quantitative analysis of decision process in social groups using human trajectories. AAMAS 2014: 1425-1426 - [c31]Yan Hua, Shuhui Wang, Siyuan Liu, Qingming Huang, Anni Cai:
TINA: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. ICDM 2014: 190-199 - [c30]Xiaonan Guo, Eddie C. L. Chan, Ce Liu, Kaishun Wu, Siyuan Liu, Lionel M. Ni:
ShopProfiler: Profiling shops with crowdsourcing data. INFOCOM 2014: 1240-1248 - [c29]Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni:
Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. MDM (1) 2014: 146-155 - [c28]Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen:
Efficient Top-k Spatial Locality Search for Co-located Spatial Web Objects. MDM (1) 2014: 269-278 - [c27]Siyuan Liu, Shuhui Wang, Ramayya Krishnan:
Persistent Community Detection in Dynamic Social Networks. PAKDD (1) 2014: 78-89 - [c26]Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan, Huamin Qu:
Visual Analysis of Uncertainty in Trajectories. PAKDD (1) 2014: 509-520 - [c25]Qiang Qu, Siyuan Liu, Christian S. Jensen, Feida Zhu, Christos Faloutsos:
Interestingness-Driven Diffusion Process Summarization in Dynamic Networks. ECML/PKDD (2) 2014: 597-613 - [c24]Siyuan Liu, Shuhui Wang, Feida Zhu, Jinbo Zhang, Ramayya Krishnan:
HYDRA: large-scale social identity linkage via heterogeneous behavior modeling. SIGMOD Conference 2014: 51-62 - [c23]Qiang Qu, Siyuan Liu, Bin Yang, Christian S. Jensen:
Integrating non-spatial preferences into spatial location queries. SSDBM 2014: 8:1-8:12 - [c22]Biying Tan, Feida Zhu, Qiang Qu, Siyuan Liu:
Online Community Transition Detection. WAIM 2014: 633-644 - 2013
- [c21]Siyuan Liu, Shuhui Wang, Kasthuri Jayarajah, Archan Misra, Ramayya Krishnan:
TODMIS: mining communities from trajectories. CIKM 2013: 2109-2118 - [c20]Siyuan Liu, Lei Li, Rammaya Krishnan:
Hibernating Process: Modelling Mobile Calls at Multiple Scales. ICDM 2013: 1139-1144 - [c19]Siyuan Liu, Yisong Yue, Ramayya Krishnan:
Adaptive collective routing using gaussian process dynamic congestion models. KDD 2013: 704-712 - [c18]Ye Ding, Siyuan Liu, Jiansu Pu, Lionel M. Ni:
HUNTS: A Trajectory Recommendation System for Effective and Efficient Hunting of Taxi Passengers. MDM (1) 2013: 107-116 - [c17]Jiansu Pu, Siyuan Liu, Ye Ding, Huamin Qu, Lionel M. Ni:
T-Watcher: A New Visual Analytic System for Effective Traffic Surveillance. MDM (1) 2013: 127-136 - [c16]Siyuan Liu, Miguel Araujo, Emma Brunskill, Rosaldo J. F. Rossetti, João Barros, Ramayya Krishnan:
Understanding Sequential Decisions via Inverse Reinforcement Learning. MDM (1) 2013: 177-186 - [c15]Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel M. Ni:
Modeling Social Information Learning among Taxi Drivers. PAKDD (2) 2013: 73-84 - [c14]Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni:
Effective routine behavior pattern discovery from sparse mobile phone data via collaborative filtering. PerCom 2013: 29-37 - 2012
- [c13]Jiansu Pu, Siyuan Liu, Huamin Qu, Lionel M. Ni:
Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data. ADMA 2012: 502-515 - [c12]Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter. ICDCS 2012: 122-131 - [c11]Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Ramayya Krishnan:
Calibrating Large Scale Vehicle Trajectory Data. MDM 2012: 222-231 - 2011
- [c10]Siyuan Liu, Ce Liu, Qiong Luo, Lionel M. Ni, Huamin Qu:
A visual analytics system for metropolitan transportation. GIS 2011: 477-480 - [c9]Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni:
Mobile Phone Graph Evolution: Findings, Model and Interpretation. ICDM Workshops 2011: 323-330 - [c8]Siyuan Liu, Lei Chen, Lionel M. Ni, Jianping Fan:
CIM: categorical influence maximization. ICUIMC 2011: 124 - [c7]He Liu, Yuan Gao, Lu Lu, Siyuan Liu, Huamin Qu, Lionel M. Ni:
Visual analysis of route diversity. IEEE VAST 2011: 171-180 - [c6]Jiansu Pu, Panpan Xu, Huamin Qu, Weiwei Cui, Siyuan Liu, Lionel M. Ni:
Visual analysis of people's mobility pattern from mobile phone data. VINCI 2011: 13 - 2010
- [c5]Dian Zhang, Yanyan Yang, Dachao Cheng, Siyuan Liu, Lionel M. Ni:
COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization. ICC 2010: 1-5 - [c4]Siyuan Liu, Yunhuai Liu, Lionel M. Ni, Jianping Fan, Minglu Li:
Towards mobility-based clustering. KDD 2010: 919-928 - 2008
- [c3]Lei Li, Siyuan Liu, Mingyu Chen, Jianping Fan:
Grid Memory Service Architecture for High Performance Computing. GCC 2008: 22-27 - [c2]Siyuan Liu, Lei Li, Yiyang Zhao, Jianping Fan:
GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol. ICPADS 2008: 138-144 - [c1]Hanjiang Luo, Yiyang Zhao, Zhongwen Guo, Siyuan Liu, Pengpeng Chen, Lionel M. Ni:
UDB: Using Directional Beacons for Localization in Underwater Sensor Networks. ICPADS 2008: 551-558
Reference Works
- 2017
- [r1]Siyuan Liu, Shuhui Wang, Qiang Qu:
Trajectory Mining. Encyclopedia of GIS 2017: 2310-2313
Informal and Other Publications
- 2022
- [i4]Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou:
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs. CoRR abs/2210.15925 (2022) - 2021
- [i3]Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu:
CCGL: Contrastive Cascade Graph Learning. CoRR abs/2107.12576 (2021) - 2017
- [i2]Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau:
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. CoRR abs/1708.08079 (2017) - 2014
- [i1]Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei:
ALID: Scalable Dominant Cluster Detection. CoRR abs/1411.0064 (2014)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-08-10 21:20 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
