Rong Zhou

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 23

Top Topics

Introduce A General Framework

Relational Learning

Heuristic Search

Attributed Graphs

Top Venues

IEEE Trans. Knowl. Data Eng.

Soc. Netw. Anal. Min.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry
Role-Based Graph Embeddings. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Deep Inductive Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 32 (3) (2020)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Estimation of Graphlet Counts in Massive Networks. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Hoda Eldardiry
Relational Similarity Machines (RSM): A Similarity-based Learning Framework for Graphs. IEEE BigData (2018)
Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou
Similarity-based Multi-label Learning. IJCNN (2018)
Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Rong Zhou, Hoda Eldardiry
Learning Role-based Graph Embeddings. CoRR (2018)
Ryan A. Rossi, Rong Zhou
GraphZIP: a clique-based sparse graph compression method. J. Big Data 5 (2018)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Deep Inductive Network Representation Learning. WWW (Companion Volume) (2018)
Ryan A. Rossi, Nesreen K. Ahmed, Rong Zhou, Hoda Eldardiry
Interactive Visual Graph Mining and Learning. ACM Trans. Intell. Syst. Technol. 9 (5) (2018)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Deep Feature Learning for Graphs. CoRR (2017)
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
Representation Learning in Large Attributed Graphs. CoRR (2017)
Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry
A Framework for Generalizing Graph-based Representation Learning Methods. CoRR (2017)
Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou
Similarity-based Multi-label Learning. CoRR (2017)
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
Edge Role Discovery via Higher-Order Structures. PAKDD (1) (2017)
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
A Higher-Order Latent Space Network Model. AAAI Workshops (2017)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Estimation of Graphlet Statistics. CoRR (2017)
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
Relational Similarity Machines. CoRR (2016)
Ryan A. Rossi, Rong Zhou
Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks. CIKM (2016)
Ryan A. Rossi, Rong Zhou
Hybrid CPU-GPU Framework for Network Motifs. CoRR (2016)
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou
Revisiting Role Discovery in Networks: From Node to Edge Roles. CoRR (2016)
Ryan A. Rossi, Rong Zhou
Parallel collective factorization for modeling large heterogeneous networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Ryan A. Rossi, Rong Zhou
Toward Interactive Relational Learning. AAAI (2016)
Ryan A. Rossi, Rong Zhou
Scalable relational learning for large heterogeneous networks. DSAA (2015)
Serdar Uckun, Ryan M. Mackey, Minh Binh Do, Rong Zhou, Eric Huang, Jami J. Shah
Measures of product design adaptability for changing requirements. Artif. Intell. Eng. Des. Anal. Manuf. 28 (4) (2014)
Wheeler Ruml, Minh Binh Do, Rong Zhou, Markus P. J. Fromherz
On-line Planning and Scheduling: An Application to Controlling Modular Printers. CoRR (2014)
Ethan Burns, Sofia Lemons, Wheeler Ruml, Rong Zhou
Best-First Heuristic Search for Multicore Machines. CoRR (2014)
Lara S. Crawford, Minh Binh Do, Wheeler Ruml, Haitham A. Hindi, Craig Eldershaw, Rong Zhou, Lukas D. Kuhn, Markus P. J. Fromherz, David Biegelsen, Johan de Kleer, Daniel Larner
On-Line Reconfigurable Machines. AI Mag. 34 (3) (2013)
Ethan Burns, Rong Zhou
Parallel Model Checking Using Abstraction. SPIN (2012)
Akihiro Kishimoto, Rong Zhou, Tatsuya Imai
Diverse Depth-First Search in Satisificing Planning. SOCS (2012)
Rong Zhou, Eric A. Hansen
Dynamic State-Space Partitioning in External-Memory Graph Search. ICAPS (2011)
Eric A. Hansen, Rong Zhou
Anytime Heuristic Search CoRR (2011)
Wheeler Ruml, Minh Binh Do, Rong Zhou, Markus P. J. Fromherz
On-line Planning and Scheduling: An Application to Controlling Modular Printers. J. Artif. Intell. Res. 40 (2011)
Tim Schmidt, Rong Zhou
Succinct Set-Encoding for State-Space Search. AAAI (2011)
Tim Schmidt, Rong Zhou
Representing Pattern Databases with Succinct Data Structures. SOCS (2011)
Minh Binh Do, Lawrence Lee, Rong Zhou, Lara S. Crawford, Serdar Uckun
Online Planning to Control a Packaging Infeed System. IAAI (2011)
David Biegelsen, Lara S. Crawford, Minh Do, Dave Duff, Craig Eldershaw, Markus P. J. Fromherz, Haitham A. Hindi, Gregory Kott, Daniel Larner, Barry Mandel, Steven Moore, Bryan Preas, Wheeler Ruml, Greg Schmitz, Lars Swartz, Rong Zhou
Integrated parallel printing systems with hypermodular architecture. Parallel Processing for Imaging Applications (2011)
Ethan Burns, Sofia Lemons, Wheeler Ruml, Rong Zhou
Parallel Best-First Search: The Role of Abstraction. Abstraction, Reformulation, and Approximation (2010)
Rong Zhou, Tim Schmidt, Eric A. Hansen, Minh Binh Do, Serdar Uckun
Edge Partitioning in Parallel Structured Duplicate Detection. SOCS (2010)
Ethan Burns, Sofia Lemons, Wheeler Ruml, Rong Zhou
Best-First Heuristic Search for Multicore Machines. J. Artif. Intell. Res. 39 (2010)
Lukas D. Kuhn, Bob Price, Minh Binh Do, Juan Liu, Rong Zhou, Tim Schmidt, Johan de Kleer
Pervasive Diagnosis. IEEE Trans. Syst. Man Cybern. Part A 40 (5) (2010)
Rong Zhou, Eric A. Hansen
Dynamic State-Space Partitioning in External-Memory Graph Search. Graph Search Engineering (2009)
Rong Zhou, Eric A. Hansen
Combining Breadth-First and Depth-First Strategies in Searching for Treewidth. IJCAI (2009)
Ethan Burns, Seth Lemons, Rong Zhou, Wheeler Ruml
Best-First Heuristic Search for Multi-Core Machines. IJCAI (2009)
Razvan C. Bunescu, Vitor R. Carvalho, Jan Chomicki, Vincent Conitzer, Michael T. Cox, Virginia Dignum, Zachary Dodds, Mark Dredze, David Furcy, Evgeniy Gabrilovich, Mehmet H. Göker, Hans W. Guesgen, Haym Hirsh, Dietmar Jannach, Ulrich Junker, Wolfgang Ketter, Alfred Kobsa, Sven Koenig, Tessa A. Lau, Lundy Lewis, Eric T. Matson, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Joelle Pineau, Pascal Poupart, Anita Raja, Wheeler Ruml, Norman M. Sadeh, Guy Shani, Daniel G. Shapiro, Sarabjot Singh Anand, Matthew E. Taylor, Kiri Wagstaff, Trey Smith, William E. Walsh, Rong Zhou
AAAI 2008 Workshop Reports. AI Mag. 30 (1) (2009)
Lara S. Crawford, Haitham A. Hindi, Rong Zhou, Daniel Larner
Synchronized control in a large-scale networked distributed printing system. ICRA (2009)
Juan Liu, Lukas D. Kuhn, Johan de Kleer, Rong Zhou
Pervasive Model Adaptation: The Integration of Planning and Information Gathering in Dynamic Production Systems. ICAPS (2009)
Ethan Burns, Seth Lemons, Wheeler Ruml, Rong Zhou
Suboptimal and Anytime Heuristic Search on Multi-Core Machines. ICAPS (2009)
Lukas D. Kuhn, Bob Price, Johan de Kleer, Minh Binh Do, Rong Zhou
Pervasive Diagnosis: The Integration of Diagnostic Goals into Production Plans. AAAI (2008)
Minh Binh Do, Wheeler Ruml, Rong Zhou
On-line Planning and Scheduling: An Application to Controlling Modular Printers. AAAI (2008)
Minh Binh Do, Wheeler Ruml, Rong Zhou
Planning for Modular Printers: Beyond Productivity. ICAPS (2008)
Haitham A. Hindi, Lara S. Crawford, Rong Zhou, Craig Eldershaw
Efficient waypoint tracking hybrid controllers for double integrators using classical time optimal control. CDC (2008)
Rong Zhou, Eric A. Hansen
Parallel Structured Duplicate Detection. AAAI (2007)
Rong Zhou, Eric A. Hansen
Edge Partitioning in External-Memory Graph Search. IJCAI (2007)
Eric A. Hansen, Rong Zhou
Anytime Heuristic Search. J. Artif. Intell. Res. 28 (2007)
Rong Zhou
Leveraging Graph Locality Via Abstraction. SARA (2007)
Rune M. Jensen, Eric A. Hansen, Simon Richards, Rong Zhou
Memory-Efficient Symbolic Heuristic Search. ICAPS (2006)
Rong Zhou, Eric A. Hansen
Domain-Independent Structured Duplicate Detection. AAAI (2006)
Rong Zhou, Eric A. Hansen
Breadth-first heuristic search. Artif. Intell. 170 (4-5) (2006)
Rong Zhou, Eric A. Hansen
A Breadth-First Approach to Memory-Efficient Graph Search. AAAI (2006)
Rong Zhou, Eric A. Hansen
External-Memory Pattern Databases Using Structured Duplicate Detection. AAAI (2005)
Rong Zhou, Eric A. Hansen
Beam-Stack Search: Integrating Backtracking with Beam Search. ICAPS (2005)
Rong Zhou, Eric A. Hansen
Space-Efficient Memory-Based Heuristics. AAAI (2004)
Rong Zhou, Eric A. Hansen
Breadth-First Heuristic Search. KR (2004)
Rong Zhou, Eric A. Hansen
Breadth-First Heuristic Search. ICAPS (2004)
Rong Zhou, Eric A. Hansen
Structured Duplicate Detection in External-Memory Graph Search. AAAI (2004)
Rong Zhou, Eric A. Hansen
K-Group A for Multiple Sequence Alignment with Quasi-Natural Gap Costs. ICTAI (2004)
Rong Zhou, Eric A. Hansen
Sweep A*: Space-Efficient Heuristic Search in Partially Ordered Graphs. ICTAI (2003)
Rong Zhou, Eric A. Hansen
Sparse-Memory Graph Search. IJCAI (2003)
Eric A. Hansen, Rong Zhou
Synthesis of Hierarchical Finite-State Controllers for POMDPs. ICAPS (2003)
Rong Zhou, Eric A. Hansen
. AAAI/IAAI (2002)
Eric A. Hansen, Rong Zhou, Zhengzhu Feng
Symbolic Heuristic Search Using Decision Diagrams. SARA (2002)
Rong Zhou, Eric A. Hansen
Memory-Bounded A* Graph Search. FLAIRS Conference (2002)
Rong Zhou, Eric A. Hansen
An Improved Grid-Based Approximation Algorithm for POMDPs. IJCAI (2001)