Rok Sosic

45 papers A* 6A 3Journal 30Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Hybrid Forecasting of Geopolitical Events.
CoRR
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
2024 J jnl
TimeGraphs: Graph-based Temporal Reasoning.
CoRR
Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec
2023 J jnl
Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning.
J. Biomed. Informatics
Sajjad Fouladvand, Federico Reyes Gomez, Hamed Nilforoshan, Matthew Schwede, Morteza Noshad, Olivia Jee, Jiaxuan You, Rok Sosic, Jure Leskovec, Jonathan H. Chen
2023 J jnl
Hybrid forecasting of geopolitical events
AI Mag.
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
2022 A* conf
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator.
KDD
Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec
2022 J jnl
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator.
CoRR
Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec
2022 A* conf
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time.
NeurIPS
Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosic, Jure Leskovec
2022 J jnl
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time.
CoRR
Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosic, Jure Leskovec
2021 A conf
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams.
WSDM
Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec
2020 J jnl
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams.
CoRR
Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec
2019 J jnl
Best practices for analyzing large-scale health data from wearables and smartphone apps.
npj Digit. Medicine
Jennifer L. Hicks, Tim Althoff, Rok Sosic, Peter Kuhar, Bojan Bostjancic, Abby C. King, Jure Leskovec, Scott L. Delp
2019 A* conf
SAGE: A Hybrid Geopolitical Event Forecasting System.
IJCAI
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
2019 J jnl
SIGKDD Impact Program 2018.
SIGKDD Explor.
Rok Sosic, Rayid Ghani, Jure Leskovec
2018 J jnl
CASC: Context-Aware Segmentation and Clustering for Motif Discovery in Noisy Time Series Data.
CoRR
Saachi Jain, David Hallac, Rok Sosic, Jure Leskovec
2018 — conf
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data.
ITSC
David Hallac, Suvrat Bhooshan, Michael H. Chen, Kacem Abida, Rok Sosic, Jure Leskovec
2018 J jnl
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data.
CoRR
David Hallac, Suvrat Bhooshan, Michael H. Chen, Kacem Abida, Rok Sosic, Jure Leskovec
2018 J jnl
Prioritizing network communities.
CoRR
Marinka Zitnik, Rok Sosic, Jure Leskovec
2017 J jnl
Driver Identification Using Automobile Sensor Data from a Single Turn.
CoRR
David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec
2017 J jnl
SnapVX: A Network-Based Convex Optimization Solver.
J. Mach. Learn. Res.
David Hallac, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosic, Stephen P. Boyd, Jure Leskovec
2016 — conf
Driver identification using automobile sensor data from a single turn.
ITSC
David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec
2016 J jnl
SNAP: A General Purpose Network Analysis and Graph Mining Library.
CoRR
Jure Leskovec, Rok Sosic
2016 J jnl
SNAP: A General-Purpose Network Analysis and Graph-Mining Library.
ACM Trans. Intell. Syst. Technol.
Jure Leskovec, Rok Sosic
2015 — conf
Large Scale Network Analytics with SNAP: Tutorial at the World Wide Web 2015 Conference.
WWW (Companion Volume)
Rok Sosic, Jure Leskovec
2015 — conf
Ringo: Interactive Graph Analytics on Big-Memory Machines.
SIGMOD Conference
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
2015 J jnl
Ringo: Interactive Graph Analytics on Big-Memory Machines.
CoRR
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
2015 J jnl
SnapVX: A Network-Based Convex Optimization Solver.
CoRR
David Hallac, Christopher Wong, Steven Diamond, Rok Sosic, Stephen P. Boyd, Jure Leskovec
2013 A* conf
NIFTY: a system for large scale information flow tracking and clustering.
WWW
Caroline Suen, Sandy Huang, Chantat Eksombatchai, Rok Sosic, Jure Leskovec
1999 A* conf
Optimal Locking Integrated with Operational Transformation in Distributed Real-Time Group Editors.
PODC
Chengzheng Sun, Rok Sosic
1997 J jnl
Guard: A Relative Debugger.
Softw. Pract. Exp.
Rok Sosic, David Abramson
1996 J jnl
A Debugging and Testing Tool for Supporting Software Evolution.
Autom. Softw. Eng.
David Abramson, Rok Sosic
1996 J jnl
A New Methodology for Debugging Scientific Applications.
Commun. ACM
David Abramson, Ian T. Foster, John Michalakes, Rok Sosic
1996 — conf
Implementation techniques for a parallel relative debugger.
IEEE PACT
David Abramson, Rok Sosic, Greg Watson
1996 J jnl
The Unison algorithm: fast evaluation of Boolean expressions.
ACM Trans. Design Autom. Electr. Syst.
Rok Sosic, Jun Gu, Robert R. Johnson
1995 J jnl
A Procedural Interface for Program Directing.
Softw. Pract. Exp.
Rok Sosic
1995 A conf
Nimrod: A Tool for Performing Parameterised Simulations Using Distributed Workstations.
HPDC
David Abramson, Rok Sosic, Jonathan Giddy, B. Hall
1995 A conf
Relative Debugging and its Application to the Development of Large Numerical Models.
SC
David Abramson, Ian T. Foster, John Michalakes, Rok Sosic
1995 J jnl
The Dynascope Directing Server: Design and Implementation.
Comput. Syst.
Rok Sosic
1994 J jnl
Efficient Local Search with Conflict Minimization: A Case Study of the n-Queens Problem.
IEEE Trans. Knowl. Data Eng.
Rok Sosic, Jun Gu
1994 J jnl
History cache: hardware support for reverse execution.
SIGARCH Comput. Archit. News
Rok Sosic
1992 A* conf
Dynascope: A Tool for Program Directing.
PLDI
Rok Sosic
1991 J jnl
3000000 Queens in Less Than One Minute.
SIGART Bull.
Rok Sosic, Jun Gu
1991 J jnl
Fast search algorithms for the n-queens problem.
IEEE Trans. Syst. Man Cybern.
Rok Sosic, Jun Gu
1990 — conf
A Parallel Optimal Arc Consistency Algorithm.
ICPP (1)
Jun Gu, Rok Sosic
1990 J jnl
A Polynomial Time Algorithm for the N-Queens Problem.
SIGART Bull.
Rok Sosic, Jun Gu
1990 J jnl
Parallel algorithms for line generation.
Int. J. Parallel Program.
Rok Sosic, Richard F. Riesenfeld