Rok Sosic

According to our database, Rok Sosic authored at least 38 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hybrid Forecasting of Geopolitical Events.

Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas, Andrés Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V. Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, K. S. M. Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A. Szekely, Michael D. Ward, Aram Galstyan

CoRR, 2024

TimeGraphs: Graph-based Temporal Reasoning.

Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec

CoRR, 2024

2023

Hybrid forecasting of geopolitical events^†.

Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas, Andrés Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V. Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, K. S. M. Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A. Szekely, Michael D. Ward, Aram Galstyan

AI Mag., March, 2023

Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning.

Sajjad Fouladvand, Federico Reyes Gomez, Hamed Nilforoshan, Matthew Schwede, Morteza Noshad, Olivia Jee, Jiaxuan You, Rok Sosic, Jure Leskovec, Jonathan H. Chen

J. Biomed. Informatics, 2023

2022

ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time.

Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosic, Jure Leskovec

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator.

Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams.

Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec

Proceedings of the WSDM '21, 2021

2019

SIGKDD Impact Program 2018.

Rok Sosic, Rayid Ghani, Jure Leskovec

SIGKDD Explor., 2019

Best practices for analyzing large-scale health data from wearables and smartphone apps.

Jennifer L. Hicks, Tim Althoff, Rok Sosic, Peter Kuhar, Bojan Bostjancic, Abby C. King, Jure Leskovec, Scott L. Delp

npj Digit. Medicine, 2019

SAGE: A Hybrid Geopolitical Event Forecasting System.

Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin, Andrés Abeliuk, Mehrnoosh Mirtaheri, K. S. M. Tozammel Hossain, Pedro A. Szekely, Emilio Ferrara, Akira Matsui, Mark Steyvers, Stephen Bennett, David V. Budescu, Mark Himmelstein, Michael D. Ward, Andreas Beger, Michele Catasta, Rok Sosic, Jure Leskovec, Pavel Atanasov, Regina Joseph, Rajiv Sethi, Ali E. Abbas

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

CASC: Context-Aware Segmentation and Clustering for Motif Discovery in Noisy Time Series Data.

Saachi Jain, David Hallac, Rok Sosic, Jure Leskovec

CoRR, 2018

Prioritizing network communities.

Marinka Zitnik, Rok Sosic, Jure Leskovec

CoRR, 2018

Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data.

David Hallac, Suvrat Bhooshan, Michael H. Chen, Kacem Abida, Rok Sosic, Jure Leskovec

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

SnapVX: A Network-Based Convex Optimization Solver.

David Hallac, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosic, Stephen P. Boyd, Jure Leskovec

J. Mach. Learn. Res., 2017

2016

SNAP: A General-Purpose Network Analysis and Graph-Mining Library.

Jure Leskovec, Rok Sosic

ACM Trans. Intell. Syst. Technol., 2016

Driver identification using automobile sensor data from a single turn.

David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

SnapVX: A Network-Based Convex Optimization Solver.

David Hallac, Christopher Wong, Steven Diamond, Rok Sosic, Stephen P. Boyd, Jure Leskovec

CoRR, 2015

Large Scale Network Analytics with SNAP: Tutorial at the World Wide Web 2015 Conference.

Rok Sosic, Jure Leskovec

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Ringo: Interactive Graph Analytics on Big-Memory Machines.

Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2013

NIFTY: a system for large scale information flow tracking and clustering.

Caroline Suen, Sandy Huang, Chantat Eksombatchai, Rok Sosic, Jure Leskovec

Proceedings of the 22nd International World Wide Web Conference, 2013

1999

Optimal Locking Integrated with Operational Transformation in Distributed Real-Time Group Editors.

Chengzheng Sun, Rok Sosic

Proceedings of the Eighteenth Annual ACM Symposium on Principles of Distributed Computing, 1999

1997

Guard: A Relative Debugger.

Rok Sosic, David Abramson

Softw. Pract. Exp., 1997

1996

The Unison algorithm: fast evaluation of Boolean expressions.

Rok Sosic, Jun Gu, Robert R. Johnson

ACM Trans. Design Autom. Electr. Syst., 1996

A New Methodology for Debugging Scientific Applications.

David Abramson, Ian T. Foster, John Michalakes, Rok Sosic

Commun. ACM, 1996

A Debugging and Testing Tool for Supporting Software Evolution.

David Abramson, Rok Sosic

Autom. Softw. Eng., 1996

Implementation techniques for a parallel relative debugger.

David Abramson, Rok Sosic, Greg Watson

Proceedings of the Fifth International Conference on Parallel Architectures and Compilation Techniques, 1996

1995

A Procedural Interface for Program Directing.

Rok Sosic

Softw. Pract. Exp., 1995

The Dynascope Directing Server: Design and Implementation.

Rok Sosic

Comput. Syst., 1995

Relative Debugging and its Application to the Development of Large Numerical Models.

David Abramson, Ian T. Foster, John Michalakes, Rok Sosic

Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995

Nimrod: A Tool for Performing Parameterised Simulations Using Distributed Workstations.

David Abramson, Rok Sosic, Jonathan Giddy, B. Hall

Proceedings of the 4th International Symposium on High Performance Distributed Computing (HPDC '95), 1995

1994

Efficient Local Search with Conflict Minimization: A Case Study of the n-Queens Problem.

Rok Sosic, Jun Gu

IEEE Trans. Knowl. Data Eng., 1994

History cache: hardware support for reverse execution.

Rok Sosic

SIGARCH Comput. Archit. News, 1994

1992

Dynascope: A Tool for Program Directing.

Rok Sosic

Proceedings of the ACM SIGPLAN'92 Conference on Programming Language Design and Implementation (PLDI), 1992

1991

Fast search algorithms for the n-queens problem.

Rok Sosic, Jun Gu

IEEE Trans. Syst. Man Cybern., 1991

3000000 Queens in Less Than One Minute.

Rok Sosic, Jun Gu

SIGART Bull., 1991

1990

A Polynomial Time Algorithm for the N-Queens Problem.

Rok Sosic, Jun Gu

SIGART Bull., 1990

Parallel algorithms for line generation.

Rok Sosic, Richard F. Riesenfeld

Int. J. Parallel Program., 1990

A Parallel Optimal Arc Consistency Algorithm.

Jun Gu, Rok Sosic

Proceedings of the 1990 International Conference on Parallel Processing, 1990