Rok Sosic

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 21

Top Topics

Network Simulator

Graph Representation

Convex Optimization

Top Venues

npj Digit. Medicine

Publications

Paridhi Maheshwari, Hongyu Ren, Yanan Wang, Rok Sosic, Jure Leskovec
TimeGraphs: Graph-based Temporal Reasoning. CoRR (2024)
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. 44 (1) (2023)
Sajjad Fouladvand, Federico Reyes Gomez, Hamed Nilforoshan, Matthew Schwede, Morteza Noshad, Olivia Jee, Jiaxuan You, Rok Sosic, Jure Leskovec, Jonathan H. Chen
Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning. J. Biomed. Informatics 143 (2023)
Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator. CoRR (2022)
Tailin Wu, Qinchen Wang, Yinan Zhang, Rex Ying, Kaidi Cao, Rok Sosic, Ridwan Jalali, Hassan Hamam, Marko Maucec, Jure Leskovec
Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator. KDD (2022)
Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosic, Jure Leskovec
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time. CoRR (2022)
Tailin Wu, Megan Tjandrasuwita, Zhengxuan Wu, Xuelin Yang, Kevin Liu, Rok Sosic, Jure Leskovec
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time. NeurIPS (2022)
Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams. WSDM (2021)
Yen-Yu Chang, Pan Li, Rok Sosic, M. H. Afifi, Marco Schweighauser, Jure Leskovec
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams. CoRR (2020)
Rok Sosic, Rayid Ghani, Jure Leskovec
SIGKDD Impact Program 2018. SIGKDD Explor. 21 (1) (2019)
Jennifer L. Hicks, Tim Althoff, Rok Sosic, Peter Kuhar, Bojan Bostjancic, Abby C. King, Jure Leskovec, Scott L. Delp
Best practices for analyzing large-scale health data from wearables and smartphone apps. npj Digit. Medicine 2 (2019)
Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin, Andrés Abeliuk, Mehrnoosh Mirtaheri, KSM 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
SAGE: A Hybrid Geopolitical Event Forecasting System. IJCAI (2019)
Saachi Jain, David Hallac, Rok Sosic, Jure Leskovec
CASC: Context-Aware Segmentation and Clustering for Motif Discovery in Noisy Time Series Data. CoRR (2018)
David Hallac, Suvrat Bhooshan, Michael H. Chen, Kacem Abida, Rok Sosic, Jure Leskovec
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data. CoRR (2018)
David Hallac, Suvrat Bhooshan, Michael H. Chen, Kacem Abida, Rok Sosic, Jure Leskovec
Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data. ITSC (2018)
Marinka Zitnik, Rok Sosic, Jure Leskovec
Prioritizing network communities. CoRR (2018)
David Hallac, Christopher Wong, Steven Diamond, Abhijit Sharang, Rok Sosic, Stephen P. Boyd, Jure Leskovec
SnapVX: A Network-Based Convex Optimization Solver. J. Mach. Learn. Res. 18 (2017)
David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec
Driver Identification Using Automobile Sensor Data from a Single Turn. CoRR (2017)
Jure Leskovec, Rok Sosic
SNAP: A General Purpose Network Analysis and Graph Mining Library. CoRR (2016)
David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec
Driver identification using automobile sensor data from a single turn. ITSC (2016)
Jure Leskovec, Rok Sosic
SNAP: A General-Purpose Network Analysis and Graph-Mining Library. ACM Trans. Intell. Syst. Technol. 8 (1) (2016)
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
Ringo: Interactive Graph Analytics on Big-Memory Machines. SIGMOD Conference (2015)
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
Ringo: Interactive Graph Analytics on Big-Memory Machines. CoRR (2015)
David Hallac, Christopher Wong, Steven Diamond, Rok Sosic, Stephen P. Boyd, Jure Leskovec
SnapVX: A Network-Based Convex Optimization Solver. CoRR (2015)
Rok Sosic, Jure Leskovec
Large Scale Network Analytics with SNAP: Tutorial at the World Wide Web 2015 Conference. WWW (Companion Volume) (2015)
Caroline Suen, Sandy Huang, Chantat Eksombatchai, Rok Sosic, Jure Leskovec
NIFTY: a system for large scale information flow tracking and clustering. WWW (2013)
Chengzheng Sun, Rok Sosic
Optimal Locking Integrated with Operational Transformation in Distributed Real-Time Group Editors. PODC (1999)
Rok Sosic, David Abramson
Guard: A Relative Debugger. Softw. Pract. Exp. 27 (2) (1997)
David Abramson, Rok Sosic, Greg Watson
Implementation techniques for a parallel relative debugger. IEEE PACT (1996)
David Abramson, Rok Sosic
A Debugging and Testing Tool for Supporting Software Evolution. Autom. Softw. Eng. 3 (3/4) (1996)
Rok Sosic, Jun Gu, Robert R. Johnson
The Unison algorithm: fast evaluation of Boolean expressions. ACM Trans. Design Autom. Electr. Syst. 1 (4) (1996)
David Abramson, Ian T. Foster, John Michalakes, Rok Sosic
A New Methodology for Debugging Scientific Applications. Commun. ACM 39 (11) (1996)
David Abramson, Ian T. Foster, John Michalakes, Rok Sosic
Relative Debugging and its Application to the Development of Large Numerical Models. SC (1995)
David Abramson, Rok Sosic, Jonathan Giddy, B. Hall
Nimrod: A Tool for Performing Parameterised Simulations Using Distributed Workstations. HPDC (1995)
Rok Sosic
A Procedural Interface for Program Directing. Softw. Pract. Exp. 25 (7) (1995)
Rok Sosic
The Dynascope Directing Server: Design and Implementation. Comput. Syst. 8 (2) (1995)
Rok Sosic
History cache: hardware support for reverse execution. SIGARCH Comput. Archit. News 22 (5) (1994)
Rok Sosic, Jun Gu
Efficient Local Search with Conflict Minimization: A Case Study of the n-Queens Problem. IEEE Trans. Knowl. Data Eng. 6 (5) (1994)
Rok Sosic
Dynascope: A Tool for Program Directing. PLDI (1992)
Rok Sosic, Jun Gu
3000000 Queens in Less Than One Minute. SIGART Bull. 2 (2) (1991)
Rok Sosic, Jun Gu
Fast search algorithms for the n-queens problem. IEEE Trans. Syst. Man Cybern. 21 (6) (1991)
Jun Gu, Rok Sosic
A Parallel Optimal Arc Consistency Algorithm. ICPP (1) (1990)
Rok Sosic, Richard F. Riesenfeld
Parallel algorithms for line generation. Int. J. Parallel Program. 19 (5) (1990)
Rok Sosic, Jun Gu
A Polynomial Time Algorithm for the N-Queens Problem. SIGART Bull. 1 (3) (1990)