Principles of Graph Data Integration

Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities

Author(s): Dingqi Yang, Bingqing Qu, Philippe Cudre-Mauroux
Published in: IEEE Intelligent Systems, 2020, Page(s) 1-1, ISSN 1541-1672
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2020.3009438

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy

Author(s): Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim, Xiao Han, Xiaojuan Ma
Published in: IEEE Transactions on Information Forensics and Security, Issue 15, 2020, Page(s) 2735-2749, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.2975925

In-Network Support for Transaction Triaging

Author(s): Theo Jepsen, Alberto Lerner, Fernando Pedone, Robert Soulé, Philippe Cudré-Mauroux
Published in: Proc. VLDB Endow., Issue 14(9), 2021, Page(s) 1626-1639, ISSN 2150-8097
Publisher: VLDB Endow.

Networking and Storage: The Next Computing Elements in Exascale Systems?

Author(s): Alberto Lerner, Rana Hussein, Andre Ryser, Sangjin Lee, Philippe Cudre-Mauroux
Published in: IEEE Data Eng. Bull., 2020, ISSN 2375-026X
Publisher: IEEE

LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks

Author(s): Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudre-Mauroux
Published in: IEEE Transactions on Knowledge and Data Engineering, 2020, Page(s) 1-1, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2020.2997869

CrimeTelescope: crime hotspot prediction based on urban and social media data fusion

Author(s): Dingqi Yang, Terence Heaney, Alberto Tonon, Leye Wang, Philippe Cudré-Mauroux
Published in: World Wide Web, Issue 21 (5), 2017, Page(s) 1323-1347, ISSN 1386-145X
Publisher: Baltzer Science Publishers B.V.
DOI: 10.1007/s11280-017-0515-4

SPACE-TA

Author(s): Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang
Published in: ACM Transactions on Intelligent Systems and Technology, Issue 9/2, 2018, Page(s) 1-28, ISSN 2157-6904
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3131671

D2 HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms

Author(s): Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudre-Mauroux
Published in: IEEE Transactions on Knowledge and Data Engineering, 2019, Page(s) 1-1, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2018.2867468

Relation Extraction Using Distant Supervision

Author(s): Alisa Smirnova, Philippe Cudré-Mauroux
Published in: ACM Computing Surveys, Issue 51/5, 2019, Page(s) 1-35, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3241741

Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization

Author(s): Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi-Mai-Trang Nguyen
Published in: Journal of Network and Computer Applications, Issue 121, 2018, Page(s) 59-69, ISSN 1084-8045
Publisher: Academic Press
DOI: 10.1016/j.jnca.2018.07.015

Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation

Author(s): Dingqi Yang, Bingqing Qu, Philippe Cudre-Mauroux
Published in: IEEE Transactions on Knowledge and Data Engineering, Issue 31/3, 2019, Page(s) 507-520, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2018.2840974

ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams

Author(s): Mourad Khayati, Ines Arous, Zakhar Tymchenko, Philippe Cudre-Mauroux
Published in: Proceedings of the VLDB Endowment, Issue 14, 3, 2021, Page(s) 294-306, ISSN 2150-8097
Publisher: VLDB Endowment

A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection

Author(s): Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 34/03, 2020, Page(s) 2451-2458, ISSN 2374-3468
Publisher: AAAI
DOI: 10.1609/aaai.v34i03.5626

Scalable recovery of missing blocks in time series with high and low cross-correlations

Author(s): Mourad Khayati, Philippe Cudré-Mauroux, Michael H. Böhlen
Published in: Knowledge and Information Systems, Issue 62/6, 2020, Page(s) 2257-2280, ISSN 0219-1377
Publisher: Springer Verlag
DOI: 10.1007/s10115-019-01421-7

Mind the gap

Author(s): Mourad Khayati, Alberto Lerner, Zakhar Tymchenko, Philippe Cudré-Mauroux
Published in: Proceedings of the VLDB Endowment, Issue 13/5, 2020, Page(s) 768-782, ISSN 2150-8097
Publisher: VLDB Endowment
DOI: 10.14778/3377369.3377383

Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!

Author(s): Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, Philippe Cudre-Mauroux
Published in: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020, Page(s) 2184-2190, ISBN 978-0-9992411-6-5
Publisher: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2020/302

OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation

Author(s): Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudré-Mauroux
Published in: Proceedings of The Web Conference 2020, 2020, Page(s) 1851-1862, ISBN 9781450370233
Publisher: ACM
DOI: 10.1145/3366423.3380254

Accuracy Evaluation of Overlapping and Multi-Resolution Clustering Algorithms on Large Datasets

Author(s): Artem Lutov, Mourad Khayati, Philippe Cudre-Mauroux
Published in: 2019 IEEE International Conference on Big Data and Smart Computing (BigComp), 2019, Page(s) 1-8, ISBN 978-1-5386-7789-6
Publisher: IEEE
DOI: 10.1109/bigcomp.2019.8679398

Not your Grandpa's SSD - The Era of Co-Designed Storage Devices

Author(s): Alberto Lerner, Philippe Bonnet
Published in: Proceedings of the 2021 International Conference on Management of Data, 2021, Page(s) 2852-2858, ISBN 9781450383431
Publisher: ACM
DOI: 10.1145/3448016.3457540

Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia

Author(s): Michael Luggen, Julien Audiffren, Djellel Eddine Difallah, Philippe Cudre-Mauroux
Published in: WWW, The Web Conference 2021, 2021
Publisher: ACM

Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process

Author(s): Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudre-Mauroux
Published in: WWW, The Web Conference 2021, 2021
Publisher: ACM

It Takes Two: Instrumenting the Interaction between In-Memory Databases

Author(s): Alberto Lerner, Jaewook Kwak, Sangjin Lee, Kibin Park, Yong Ho Song, Philippe Cudre-Mauroux
Published in: CIDR 2020, 10th Conference on Innovative Data Systems Research, 2020
Publisher: CIDR

Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection

Author(s): Artem Lutov, Dingqi Yang, Philippe Cudre-Mauroux
Published in: 2019 IEEE International Conference on Big Data (Big Data), 2019, Page(s) 2681-2690, ISBN 978-1-7281-0858-2
Publisher: IEEE
DOI: 10.1109/bigdata47090.2019.9006038

SectionLinks: Mapping Orphan Wikidata Entities onto Wikipedia Sections

Author(s): Natalia Ostapuk, Djellel Eddine Difallah, Philippe Cudré-Mauroux
Published in: Proceedings of the 1st Wikidata Workshop (Wikidata 2020), 2020
Publisher: CEUR-WS.org

HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift

Author(s): Dingqi Yang, Bin Li, Laura Rettig, Philippe Cudre-Mauroux
Published in: 2017 IEEE International Conference on Data Mining (ICDM), 2017, Page(s) 545-554, ISBN 978-1-5386-3835-4
Publisher: IEEE
DOI: 10.1109/ICDM.2017.64

How do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk

Author(s): Jie Yang, Carlo van der Valk, Tobias Hossfeld, Judith Redi and Alessandro Bozzon
Published in: HCOMP 2018, 2018, Page(s) 193-202
Publisher: AAAI

SwissLink - High-Precision, Context-Free Entity Linking Exploiting Unambiguous Labels

Author(s): Roman Prokofyev, Michael Luggen, Djellel Eddine Difallah, Philippe Cudré-Mauroux
Published in: Proceedings of the 13th International Conference on Semantic Systems - Semantics2017, 2017, Page(s) 65-72, ISBN 9781450352963
Publisher: ACM Press
DOI: 10.1145/3132218.3132234

LearningQ: A Large-scale Dataset for Educational Question Generation

Author(s): Guanliang Chen, Jie Yang, Claudia Hauff, Geert-Jan Houben.
Published in: ICWSM, 2018, Page(s) 481-490
Publisher: AAAI Press

Location Privacy-Preserving Task Allocation for Mobile Crowdsensing with Differential Geo-Obfuscation

Author(s): Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing Zhang, Xiaojuan Ma
Published in: Proceedings of the 26th International Conference on World Wide Web - WWW '17, 2017, Page(s) 627-636, ISBN 9781-450349130
Publisher: ACM Press
DOI: 10.1145/3038912.3052696

ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs

Author(s): Natalia Ostapuk, Jie Yang, Philippe Cudre-Mauroux
Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 1398-1408, ISBN 9781450366748
Publisher: ACM Press
DOI: 10.1145/3308558.3313620

Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach

Author(s): Dingqi Yang, Bingqing Qu, Jie Yang, Philippe Cudre-Mauroux
Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 2147-2157, ISBN 9781450366748
Publisher: ACM Press
DOI: 10.1145/3308558.3313635

Are Meta-Paths Necessary? - Revisiting Heterogeneous Graph Embeddings

Author(s): Rana Hussein, Dingqi Yang, Philippe Cudré-Mauroux
Published in: Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18, 2018, Page(s) 437-446, ISBN 9781450360142
Publisher: ACM Press
DOI: 10.1145/3269206.3271777

Geographic Differential Privacy for Mobile Crowd Coverage Maximization

Author(s): Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma
Published in: AAAI18, 2018, Page(s) 200-207
Publisher: AAAI

Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data

Author(s): Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, Philippe Cudre-Mauroux
Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 2158-2168, ISBN 9781450366748
Publisher: ACM Press
DOI: 10.1145/3308558.3313599

StaTIX — Statistical Type Inference on Linked Data

Author(s): Artem Lutov, Soheil Roshankish, Mourad Khayati, Philippe Cudre-Mauroux
Published in: 2018 IEEE International Conference on Big Data (Big Data), 2018, Page(s) 2253-2262, ISBN 978-1-5386-5035-6
Publisher: IEEE
DOI: 10.1109/bigdata.2018.8622285

The Case for Network Accelerated Query Processing

Author(s): Alberto Lerner, Rana Hussein, Philippe Cudré-Mauroux
Published in: CIDR 2019, 2019
Publisher: www.cidrdb.org

Clubmark: A Parallel Isolation Framework for Benchmarking and Profiling Clustering Algorithms on NUMA Architectures

Author(s): Artem Lutov, Mourad Khayati, Philippe Cudre-Mauroux
Published in: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, Page(s) 1481-1486, ISBN 978-1-5386-9288-2
Publisher: IEEE
DOI: 10.1109/icdmw.2018.00212

Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining - The Case of Event Detection in Microposts

Author(s): Julia Proskurnia, Ruslan Mavlyutov, Carlos Castillo, Karl Aberer, Philippe Cudré-Mauroux
Published in: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17, 2017, Page(s) 457-466, ISBN 9781450349185
Publisher: ACM Press
DOI: 10.1145/3132847.3133016

NodeSketch - Highly-Efficient Graph Embeddings via Recursive Sketching

Author(s): Dingqi Yang, Paolo Rosso, Bin Li, Philippe Cudre-Mauroux
Published in: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19, 2019, Page(s) 1162-1172, ISBN 9781-450362016
Publisher: ACM Press
DOI: 10.1145/3292500.3330951

APCNN: Tackling Class Imbalance in Relation Extraction through Aggregated Piecewise Convolutional Neural Networks

Author(s): Alisa Smirnova, Julien Audiffren, Philippe Cudre-Mauroux
Published in: 2019 6th Swiss Conference on Data Science (SDS), 2019, Page(s) 63-68, ISBN 978-1-7281-3105-4
Publisher: IEEE
DOI: 10.1109/sds.2019.000-6

RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs

Author(s): Paolo Rosso, Dingqi Yang Natalia Ostapuk, Philippe Cudre-Mauroux
Published in: WWW, The Web Conference 2021, 2021
Publisher: ACM

Challenging the Stateless Quo of Programmable Switches

Author(s): Nadeen Gebara, Alberto Lerner, Mingran Yang, Minlan Yu, Paolo Costa, Manya Ghobadi
Published in: Proceedings of the 19th ACM Workshop on Hot Topics in Networks, 2020, Page(s) 153-159, ISBN 9781450381451
Publisher: ACM
DOI: 10.1145/3422604.3425928

VADETIS: An Explainable Evaluator for Anomaly Detection Techniques

Author(s): Abdelouahab Khelifati, Mourad Khayati, Philippe Cudre-Mauroux, Adrian Hanni, Qian Liu, Manfred Hauswirth
Published in: 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021, Page(s) 2661-2664, ISBN 978-1-7281-9184-3
Publisher: IEEE
DOI: 10.1109/icde51399.2021.00298

Non-parametric Class Completeness Estimators for Collaborative Knowledge Graphs—The Case of Wikidata

Author(s): Michael Luggen, Djellel Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I, Issue 11778, 2019, Page(s) 453-469, ISBN 978-3-030-30792-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30793-6_26

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