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PROFILE:

 

Ryan Rossi

Ryan Rossi's research lies in the fields of machine learning and data mining; and spans theory, algorithms, and applications of large complex relational (network/graph) data from social and physical phenomena. Before joining PARC, Dr. Rossi worked at a number of industrial, government, and academic research labs including Lawrence Livermore National Laboratory (LLNL), Naval Research Laboratory (NRL), NASA Jet Propulsion Laboratory (JPL)/California Institute of Technology, University of Massachusetts Amherst, among others.

Dr. Rossi earned his Ph.D. and M.S. in Computer Science at Purdue University. His dissertation work focused on relational machine learning and mining of dynamic network data. Ryan is a recipient of the National Science Foundation Graduate Research Fellowship (NSF GRFP), National Defense Science and Engineering Graduate Fellowship (NDSEG), Purdue Frederick N. Andrews Fellowship, as well as two Purdue Fellowships including the Bilsland Dissertation Fellowship awarded to outstanding Ph.D. candidates. He has authored numerous papers at top conferences and journals as well as a number of patents. He has also authored the network repository project, the first data repository with interactive visual graph analytics to help researchers find, explore, and understand graph data in real-time over the web.

 

PARC publications

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2016

Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks

ACM International Conference on Information and Knowledge Management (CIKM)

24 October 2016

Relational Similarity Machines

12th International Workshop on Mining and Learning with Graphs (MLG SIGKDD)

14 August 2016

Toward Interactive Relational Learning

Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16)

12 February 2016

2015

Scalable Relational Learning for Large Heterogeneous Networks

IEEE International Conference on Data Science and Advanced Analytics

19 October 2015

 

 

 

other publications

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2015

Efficient Graphlet Counting for Large Networks

Proceedings of the 15th IEEE International Conference on Data Mining (ICDM)

November 14, 2015

Interactive Visual Graph Analytics on the Web

International Conference on Weblogs and Social Media (ICWSM)

May 26, 2015

The Network Data Repository with Interactive Graph Analytics and Visualization

Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI)

2015

Role Discovery in Networks

IEEE Transactions on Knowledge and Data Engineering (TKDE)

2015

2014

Fast Triangle Core Decomposition for Mining Large Graphs

Advances in Knowledge Discovery and Data Mining

2014

Fast Maximum Clique Algorithms for Large Graphs

Proceedings of the 23rd International Conference on World Wide Web (WWW)

2014

Coloring Large Complex Networks

Social Network Analysis and Mining

2014

A Dynamical System for PageRank with Time-Dependent Teleportation

Internet Mathematics

2014

2013

Modeling Dynamic Behavior in Large Evolving Graphs

WSDM

2013

A Multi-Level Approach for Evaluating Internet Topology Generators

IFIP Networking

2013

Triangle Core Decomposition and Maximum Cliques

SIAM Workshop on Network Science

2013

2012

Time-evolving Relational Classification and Ensemble Methods

Pacific-Asia International Conference on Knowledge Discovery and Data Mining (PAKDD)

2012

Transforming Graph Data for Statistical Relational Learning

Journal of Artificial Intelligence Research (JAIR)

2012

Dynamic PageRank using Evolving Teleportation

Algorithms and Models for the Web Graph

2012

What if CLIQUE were fast? Maximum Cliques in Information Networks and Strong Components in Temporal Networks

arXiv preprint arXiv:1210.5802

2012

Role-Dynamics: Fast Mining of Large Dynamic Networks

Proceedings of the 21st International Conference Companion on World Wide Web (WWW)

2012

2011

Representations and Ensemble Methods for Dynamic Relational Classification

arXiv preprint arXiv:1111.5312

2011

Modeling Temporal Behavior in Large Networks: A Dynamic Mixed-Membership Model

Lawrence Livermore National Laboratory (LLNL) Tech Report

2011

2010

Modeling the Evolution of Discussion Topics and Communication to Improve Relational Classification

SIGKDD SOMA

2010

A Scalable Image Processing Framework for Gigapixel Mars and Other Celestial Body Images

IEEE Aerospace

2010

Polyphony: A Workflow Orchestration Framework for Cloud Computing

10th IEEE/ACM International Conference on Cluster Cloud and Grid Computing (CCGrid)

2010

2009

Latent Semantic Analysis of the Languages of Life

Computational Intelligence and Intelligent Systems

2009

Automatically Identifying Relations in Privacy Policies

Proceedings of the 27th ACM International Conference on Design of Communication

2009

2008

Ranking Links on the Web: Search and Surf Engines

New Frontiers in Applied Artificial Intelligence (IEA/AIE)

2008

Signature based Intrusion Detection using Latent Semantic Analysis

IJCNN

2008

2007

Client-side Dynamic Metadata in Web 2.0

Proceedings of the 25th annual ACM International Conference on Design of Communication

2007

Cricks Hypothesis Revisited: The Existence of a Universal Coding Frame

AINAW

2007

 

 

 

focus areas

 

competencies

 

 

external website

http://ryanrossi.com