Research Group

Publications

2015

  1. Hua Wang, Feiping Nie, Heng Huang, Learning Robust Locality Preserving Projection via p-Order Minimization, in the Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin, TX.
  2. Tina M. Kouri, Daniel Pascua and Dinesh P. Mehta, Random Models and Analyses for Chemical Graphs, International Journal on Foundations of Computer Science, Vol. 26, No. 2, 2015, pp.15-26. (edited version of this paper to appear in the Handbook of Graph Theory, Combinatorial Optimization, and Algorithms).
  3. Na Yu, Qi Han, Context-Aware Community Construction in Proximity-Based Mobile Networks, Mobile Information Systems, vol. 2015.
  4. Marshall Sweatt, Adewole Ayoade, Qi Han, John Steele, Khaled Al-Wahedi, and Hamad Karki, WiFi Based Communication and Localization of an Autonomous Mobile Robot for Refinery Inspection, in the Proceedings of the International Conference on Robotics and Automation (ICRA), 2015.
  5. H. Zhang, W. Zhou, and L. E. Parker, Fuzzy segmentation and recognition of continuous human activities, IEEE Transactions on Human-Machine Systems (THMS), accepted, 2015.
  6. H. Zhang and L. E. Parker, CoDe4D: color-depth local spatio-temporal features for human activity recognition from RGB-D videos, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), in press, 2015.
  7. H. Zhang and L. E. Parker, Bio-inspired predictive orientation decomposition of skeleton trajectories for real-time human activity prediction, in the Proceedings of IEEE International Conference on Robotics and Automation (ICRA), 2015.
  8. H. Zhang, C. Reardon, C. Zhang, and L. E. Parker, Adaptive human-centered representation for activity recognition of multiple individuals from 3D point cloud sequences, in the Proceedings of IEEE International Conference on Robotics and Automation (ICRA), 2015.

2014

  1. Inigo Urteaga, Na Yu, Nicholas Hubbell, and Qi Han, AWARE:Activity Aware Maintenance of Communication Structures for Wireless Sensor Networks, Pervasive and Mobile Computing, Volume 13, August 2014, Pages 111-124.
  2. H. Zhang, W. Zhou, and L. E. Parker, Fuzzy segmentation and recognition of continuous human activities, in the Proceedings of IEEE International Conference on Robotics and Automation, 2014.
  3. Guoliang Xue, Ravi Gottapu, Xi Fang, Dejun Yang, and Krishnaiya Thulasiraman, A Polynomial Time Algorithm for Computing Disjoint Lightpath Pairs in Minimum Isolated Failure Immune WDM Optical Networks, IEEE/ACM Transactions on Networking (TON), vol. 22, no. 2, pp. 470-483, 2014.
  4. Xiang Zhang, Guoliang Xue, and Dejun Yang, Maximizing Influence Propagation for New Agents in Competitive Environments, in the Proceedings of IEEE International Conference on Communications (ICC), 2014.
  5. Hua Wang, Heng Huang, Chris Ding. Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency, in the Proceedings of the 18th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2014).
  6. Zhijia Zhao, Bo Wu, Xipeng Shen, Challenging the "Embarrassingly Sequential": Parallelizing Finite State Machine-Based Computations through Principled Speculation, in the Proceedings of the Nineteenth International Conference on Architectural Support for Programming Languages and Operating Systems, Salt Lake City, Utah, March, 2014.
  7. Tina M. Kouri, Mahendra Awale, James K. Slyby, Jean-Louis Reymond and Dinesh P. Mehta, Social Network of Isomers Based on Bond Count Distance: Algorithms, Journal of Chemical Information and Modeling, Vol. 54, January 2014, pp. 57-68.

2013

  1. Hua Wang, Heng Huang, Chris Ding. Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations, in the Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), pp. 2049-2055, Beijing, China.
  2. W. Zhou and H. Zhang, Correlation range query, in the Proceedings of the International Conference on Web-Age Information Management, 2013.
  3. H. Zhang, S. C. Lenaghan, M. H. Connolly, and L. E. Parker, Zebrafish larva locomotor activity analysis using machine learning techniques, in the Proceedings of IEEE International Conference on Machine Learning and Applications, 2013.
  4. Bin Wang, Bo Wu, Dong Li, Xipeng Shen, Weikuan Yu, Yizheng Jiao, Jeffrey Vetter, Exploring Hybrid Memory for GPU Energy Efficiency through Software-Hardware Co-Design, in the Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, Edinburgh, Scotland, Sep, 2013.
  5. Xi Fang, Dejun Yang, and Guoliang Xue, Pathbook: Cross-Layer Optimization for Full-Duplex Wireless Networks, Elsevier Computer Networks (COMNET), vol. 57, no. 9, pp. 1895-1912, 2013.
  6. Na Yu and Qi Han, Context-aware Community: Integrating Contexts with Contacts for Proximity-based Mobile Social Networking, in the Proceedings of IEEE International COnference on Distributed Computing in Sensor Systems (DCOSS), Cambridge, Massachusetts, May 21-23, 2013.
  7. Bo Wu, Zhijia Zhao, Eddy Zhang, Yunlian Jiang, Xipeng Shen, Complexity Analysis and Algorithm Design for Reorganizing Data to Minimize Non-Coalesced GPU Memory Accesses, in the Proceedings of the 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Shenzhen, China, February, 2013.
  8. Dinesh P. Mehta, Carl Shetters, and Donald W. Bouldin, Meta-Algorithms for Scheduling a Chain of Coarse-Grained Tasks on an Array of Reconfigurable FPGAs, VLSI Design Vol. 2013, Article ID 249592, 13 pages, 2013.
  9. Tina M. Kouri and Dinesh P. Mehta, Faster Reaction Mapping through Improved Naming Techniques, ACM Journal of Experimental Algorithmics, Vol. 18, November, 2013, Article 2.5, 32 pages.
  10. Tina M. Kouri, John D. Crabtree, Lam Huynh, Anthony M. Dean, and Dinesh P. Mehta, RCARM: Reaction Classification using Automated Reaction Mapping, International Journal of Chemical Kinetics, Vol. 45, Issue 2, Feb. 2013, pp. 125-139.

2012

  1. Nicholas Hubbell and Qi Han, DRAGON: Detection and Tracking of Dynamic Amorphous Events in Wireless Sensor Networks, IEEE Transactions on Parallel and Distributed Systems, Vol. 23, No.7, July 2012
  2. Xiao Cai, Hua Wang, Heng Huang, Chris Ding, Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph, in the Proceedings of the 12th European Conference on Computer Vision (ECCV 2012), LNCS 7577, Springer, pp.823-836, Florence, Italy.
  3. Hua Wang, Heng Huang, Chris Ding, Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks, in the Proceedings of the 16th International Conference on Research in Computational Molecular Biology (RECOMB 2012), LNBI 7262, Springer, pp.314-325, Barcelona, Spain.
  4. Hua Wang, Feiping Nie, Heng Huang, Chris Ding, Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Factorization, in the Proceedings of the 16th International Conference on Research in Computational Molecular Biology (RECOMB 2012), LNBI 7262, Springer, pp.302-313, Barcelona, Spain.
  5. Dejun Yang, Xi Fang, and Guoliang Xue, Channel Allocation in Non-Cooperative Multi-Radio Multi-Channel Wireless Networks, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2012.
  6. Xi Fang, Dejun Yang, and Guoliang Xue, Resource Allocation in Load-Constrained Multihop Wireless Networks, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2012.
  7. Xi Fang, Dejun Yang, and Guoliang Xue, MAP: Multi-Constrained Anypath Routing in Wireless Mesh Networks, IEEE Transactions on Mobile Computing (TMC), 2012.
  8. Dejun Yang, Xi Fang, and Guoliang Xue, HERA: An Optimal Relay Assignment Scheme for Cooperative Networks, IEEE Journal on Selected Areas in Communications (JSAC), vol. 30, no. 2, pp. 245-253, February 2012.
  9. Dejun Yang, Satyajayant Misra, Xi Fang, Guoliang Xue, and Junshan Zhang, Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks: Computational Complexity and Efficient Approximations, IEEE Transactions on Mobile Computing (TMC), vol. 11, no. 8, pp. 1399-1411, August 2012.
  10. Ying Xiao, Krishnaiya Thulasiraman, Xi Fang, Dejun Yang, and Guoliang Xue, Computing a Most Probable Delay Constrained Path: NP-Hardness and Approximation Schemes, IEEE Transactions on Computers (TC), vol. 61, no. 5, pp. 738-744, May 2012.
  11. Dinesh P. Mehta, Tina M. Kouri and Irene Polycarpou, Forming project Groups while Learning about matching and network flows in algorithms, in the 17th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2012), Haifa, Israel, pp. 40-45.

2011

  1. Bo Wu, Eddy Zhang, Xipeng Shen, Enhancing Data Locality for Dynamic Simulations through Asynchronous Data Transformations and Adaptive Control, in the Proceedings of the Twentieth International Conference on Parallel Architectures and Compilation Techniques, Galveston Island, Texas, USA, October, 2011.
  2. H. Zhang and Lynne Parker, 4-Dimensional Local Spatio-Temporal Features for Human Activity Recognition, in the Proceedings of IEEE International Conference on Intelligent Robots and Systems, 2011.
  3. Dejun Yang, Xi Fang, and Guoliang Xue, Near-Optimal Relay Station Placement for Power Minimization in WiMAX Networks, in the Proceedings of IEEE Global Communications Conference (GLOBECOM), 2011.
  4. Xi Fang, Dejun Yang, and Guoliang Xue, DART: Directional Anypath Routing in Wireless Mesh Networks, in the Proceedings of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), 2011.
  5. Xi Fang, Dejun Yang, and Guoliang Xue, Distributed Algorithms for Multipath Routing in Full-Duplex Wireless Networks, in the Proceedings of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), 2011.
  6. Dejun Yang, Xi Fang, and Guoliang Xue, ESPN: Efficient Server Placement in Probabilistic Networks with Budget Constraint, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2011.
  7. Dejun Yang, Xi Fang, and Guoliang Xue, OPRA: Optimal Relay Assignment for Capacity Maximization in Cooperative Networks, in the Proceedings of IEEE International Conference on Communications (ICC), 2011.
  8. Xi Fang, Dejun Yang, and Guoliang Xue, A Distributed Algorithm for Multi-constrained Anypath Routing in Wireless Mesh Networks, in the Proceedings of IEEE International Conference on Communications (ICC), 2011.
  9. Dejun Yang, Satyajayant Misra, Xi Fang, Guoliang Xue and Junshan Zhang, Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks: Efficient Approximations, in the Proceedings of IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2011.
  10. Xi Fang, Dejun Yang, Pritam Gundecha and Guoliang Xue, Multi-Constrained Anypath Routing in Wireless Mesh Networks, in the Proceedings of IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), 2011.

2010

  1. C.V. Ciobanu, C.Z. Wang, D.P. Mehta, and K.M. Ho, Predicting the Atomic Configuration of 1- and 2-Dimensional Nanostructures via Global Optimization Methods, Chapter~9, pp.~231-253, Trends in Computational Nanomechanics - Transcending Length and Time Scales, T. Dumitrica (ed), Springer (2010).
  2. Dejun Yang, Xi Fang, Guoliang Xue and Jian Tang, Relay Station Placement for Cooperative Communications in WiMAX Networks, in the Proceedings of IEEE Global Communications Conference (GLOBECOM), 2010.
  3. Dejun Yang, Xi Fang, Guoliang Xue, Afsheen Irani and Satyajayant Misra, Simple and Effective Scheduling in Wireless Networks under the Physical Interference Model, in the Proceedings of IEEE Global Communications Conference (GLOBECOM), 2010.

2009

  1. Satyajayant Misra, Guoliang Xue, and Dejun Yang, Polynomial Time Approximations for Multi-Path Routing with Bandwidth and Delay Constraints, in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2009.
  2. Dejun Yang, Satyajayant Misra and Guoliang Xue, Joint Base Station Placement and Fault-Tolerant Routing in Wireless Sensor Networks, in the Proceedings of IEEE Global Communications Conference (GLOBECOM), 2009.
  3. Dejun Yang, Xi Fang, Nan Li and Guoliang Xue, A Simple Greedy Algorithm for Link Scheduling with the Physical Interference Model, in the Proceedings of IEEE Global Communications Conference (GLOBECOM), 2009.
  4. Teresa E. B. Davies, Dinesh P. Mehta, J.L. Rodriguez-Lopez, George H. Gilmer and Cristian V. Ciobanu, A Variable-Number Genetic Algorithm for Growth of 1-Dimensional Nanostructures into their Global Minimum Configuration under Radial Confinement, Materials and Manufacturing Processes, Vol. 24, No. 3, March, 2009, pp. 265-273.
  5. John D. Crabtree, Dinesh P. Mehta, Automated Reaction Mapping, ACM Journal of Experimental Algorithmics, Vol. 13, February, 2009, Article 1.15, 29 pages.

2005-2008

  1. Lilia Paradis and Qi Han, TIGRA: Timely Sensor Data Collection using Distributed Graph Coloring, in the Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom), Hong Kong, China, March 2008.
  2. G. Tang and L. Guo, Convergence of a class of multi-agent systems in probabilistic framework, Journal of Systems Science and Complexity, vol. 20, no. 2, pp. 173-197, Jun. 2007.
  3. Sahar Idwan and Dinesh P. Mehta, Accelerated Pursuit Using Hierarchal Graphs, in the Proceedings of 2nd Jordan International Conference on Computer Science and Engineering, December 5-7 2006, Al-Salt, Jordan, pp. 104-110.
  4. Sahar Idwan and Dinesh P. Mehta, Fast Probablistic Pursuit of Mobile Entities in Road Networks, in the Proceedings of Grace Hopper Celebration of Women in Computing, October 4-7 2006, San Diego, USA, pp. 437-444.
  5. Sahar Idwan and Dinesh P. Mehta, Fast Pursuit of Mobile Nodes in Road Networks, in the Proceedings of the 2005 International Arab Conference on Information Technology, AcIT2005, Dec 6-8, 2005, Amman, Jordan, pp.~519-526.

2004 and earlier

  1. Sahar Idwan, Dinesh P. Mehta, Mario A. Lopez, Fast Pursuit of Mobile Nodes using TPR Trees, International Journal on the Foundations of Computer Science, Vol. 15, No 5, October 2004, pp. 753-772.
  2. Yan Feng, Dinesh P. Mehta, Hannah Yang, Constrained Floorplanning using Network Flows, IEEE Transactions on Computer-aided Design, Vol. 23, No. 4, April 2004, pp. 572-580.
  3. Brad Williams, Dinesh P. Mehta, Tracy Camp, William Navidi, Predictive Models to Re-broadcast in Mobile Ad Hoc Networks, IEEE Transactions on Mobile Computing, Vol. 3, No. 3, July-September 2004, pp. 295-303.
  4. Dinesh P. Mehta, Mario Lopez, and Lan Lin, Optimal Coverage Paths in Ad-hoc Sensor Networks, in the Proceedings of IEEE International Conference on Communications (ICC 2003), May 11-15, Anchorage, Alaska.
  5. Dinesh P. Mehta and Vijay Raghavan, Decision Tree Approximations of Boolean Functions, Theoretical Computer Science, Vol. 270, No 1-2, January 2002, pp. 609-623.
  6. Dinesh P. Mehta and George Blust, Corner Stitching for Simple Rectilinear Shapes, IEEE Transactions on Computer-aided Design, Vol. 16, No. 2, February 1997, pp. 186-198.
  7. Mario A. Lopez and Dinesh P. Mehta, Efficient Decomposition of Polygons into L-shapes with Applications to VLSI Layouts, ACM Transactions on Design Automation of Electronic Systems, Vol. 1, No. 3, July 1996, pp. 371-395.
  8. Dinesh P. Mehta and Sartaj Sahni, Computing Display Conflicts in String Visualization, IEEE Transactions on Computers, Volume 43, Number 3, March 1994, pp. 350-361.
  9. Dinesh P. Mehta and Sartaj Sahni, A Data Structure for Circular String Analysis and Visualization, IEEE Transactions on Computers, Volume 42, Number 8, August 1993, pp.~992-997.