Best Papers

Ming Hsieh Department of Electrical Engineering

2018


KUO, C.-C. JAY

Paper Title: “Understanding convolutional neural networks with a mathematical model.”
Citation: J. Vis. Commun. Image R., vol. 41, pp. 406-413, 2016.

NARAYANAN, SHRIKANTH

Co-Authors: Ming Li, Kyu J. Han
Paper Title: “Automatic speaker age and gender recognition using acoustic and prosodic level information fusion.”
Citation: Computer Speech & Language, 27(1), pp. 151-167, 2013.

PRASANNA, VIKTOR

Co-Authors: S Zhou, R Kannan, M Yu
Paper Title: “FASTCF: FPGA-based Accelerator for Stochastic-Gradient-Descent-based Collaborative Filtering.”
Citation: CM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), pp. 259-268, February 25-27, 2018.

2017


AVESTIMEHR, SALMAN

Co-Authors: M Kiamari, C Wang
Paper Title: “Heterogeneous Coded Distributed Computing.”
Citation: Communication Theory symposium of the 2017 IEEE GLOBECOM Conference.

KUO, C.-C. JAY

Co-Authors: H Xu, Y Chen, R Lin
Paper Title: “Understanding CNN via Deep Features Analysis.”
Citation: Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2017.

KOSKO, BART
ADIGUN, OLIVER (OLAOLUWA)

Paper Title: “Using Noise to Speed Up Video Classification with Recurrent Backpropagation.”
Citation: IEEE Computational Intelligence Society & the International Neural Networks Society 2017 Conference.

2016


NARANG, SUNIL
ORTEGA, ANTONIO

Co-Authors: DI Shuman, P Frossard, P Vandergheynst
Paper Title: “The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains.”
Citation: IEEE Signal Processing Magazine, Vol 30, Issue 3, May 2013, pp. 83-98.

FENG, HAO
MOLISCH, ANDREAS F.
TULINO, ANTONIA M.

Co-Authors: Jaime Llorca
Paper Title: “Optimal dynamic cloud network control.”
Citation: Proceedings of the IEEE International Conference on Communications (ICC), May 2016, pp. 5582-5588.

TOUTIOS, ASTERIOS
NARAYANAN, SHRIKANTH

Co-Authors: Tanner Sorensen, Louis Goldstein
Paper Title: “Characterizing Vocal Tract Dynamics Across Speakers Using Real-Time MRI.”
Citation: Proceedings of the Interspeech Conference, September 2016, pp. 465-469.

YANG, ZHAOJUN
NARAYANAN, SHRIKANTH

Paper Title: “Lightly-supervised utterance-level emotion identification using latent topic modeling of multimodal words.”
Citation: Proceedings of the IEEE International Conference on Audio, Speech and Signal Processing (ICASSP); March 2016; pp. 2767-2771.

2015


NEELY, MICHAEL

Co-Authors: S Supittayapornpong
Paper Title: “Time-Average Stochastic Optimization with Non-convex Decision Set and its Convergence.”
Citation: Proceedings of the IEEE Conference on Decision and Control (CDC), December 2014, pp. 6627-6634.

PRASANNA, VIKTOR

Co-Authors: F Knirsch, D Engel, C Neureiter, M Frincu
Paper Title: “Model-driven Privacy Assessment in the Smart Grid.”
Citation: Proceedings of the 2015 International Conference on Information Systems Security and Privacy (ICISSP), pp. 1-9.

WANG, HAN

Co-Authors: H Zhao, J Wu, H Zhong, Q Guo, X Wang, F Xia, L Yang, P-H Tan
Paper Title: “Interlayer Interactions in Anisotropic Atomically-thin Rhenium Diselenide.”
Citation: Nano Research, 8, 11, pp. 3651-3661, 2015.

2014


BEEREL, PETER

Co-Authors: M Najibi
Paper Title: “Integrated Fanout Optimization and Slack Matching of Asynchronous Circuits.”
Citation: Proceedings of the 20th IEEE International Symposium on Asynchronous Circuits and Systems, May 2014, pp. 69-76.

KUO, C.-C. JAY

Co-Authors: S Purushotham, J Shahabdeen, L Nachman
Paper Title: “Collaborative group-activity recommendation in location-based social networks.”
Citation: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (CEOCROWD), pp. 8-15.

PEDRAM, MASSOUD

Co-Authors: X Lin, A Shafaei, S Chen, T Cui
Paper Title: “Impact of technology and voltage scaling on LEON3 processor performance and energy.”
Citation: Proceedings of the IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S), pp. 1-2.

PEDRAM, MASSOUD

Co-Authors: J Kim, Y Wang, N Chang
Paper Title: “Fast photovoltaic array reconfiguration for partial solar powered vehicles.”
Citation: Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), August 2014, pp. 357-362.

PEDRAM, MASSOUD

Co-Authors: A Shafaei, Y Wang, X Lin
Paper Title: “FinCACTI: Architectural analysis and modeling of caches with deeply-scaled FinFET devices.”
Citation: Proceedings of the IEEE Computer Society Annual Symposium on VLSI, July 2014, pp. 290-295.

WILLNER, ALAN

Co-Authors: Y Ren, L Li, G Xie, Y Yan, Y Cao, H Huang, N Ahemd, MJ Lavery, Z Zhao, C Zhang, M Padgett, M Tur, G Caire, A Molisch
Paper Title: “Experimental Demonstration of 16 Gbit/s millimeter-wave Communications using MIMO Processing of 2 OAM Modes on Each of Two Transmitter/Receiver Antenna Apertures.”
Citation: Proceedings of the Global Communications Conference (GLOBECOM), December 2014, pp. 3821-3826.

2013


BOGDAN, PAUL

Co-Authors: H Matsutani, R Marculescu, Y Take, D Sasaki, H Zhang, M Koibuchi, T Kuroda, H Amano
Paper Title: ”A Case for Wireless 3D NoCs for CMPs.”
Citation: Proceedings of the 18th Asia and South Pacific Design Automation Conference (ASP-DAC), January 2013, pp. 23-28.

JOVANOVIC, MIHAILO

Co-Authors: B Bamieh, P Mitra, S Patterson
Paper Title: "George S. Axelby Outstanding Paper Award: “Coherence in Large-scale Networks: Dimension Dependent Limitations of Local Feedback”
Citation: IEEE Transactions on Automatic Control, vol. 57, no. 9, pp. 2235-2249, 2012.

2012


ANNAVARAM, MURALI

Co-Authors: S Lee
Paper Title: “Wireless Body Area Networks: Where Does the Energy Go?“
Citation: Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), November 2012, pp. 25-35.

BOGDAN, PAUL

Co-Authors: Z Qian, CY Tsui, R Marculescu, G Wei
Paper Title: “An Efficient Adaptive Routing Algorithm on a Highly Reconfigurable Network-on-Chip Architecture.”
Citation: Proceedings of the 8th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), October 2012, pp. 161-170.

BOGDAN, PAUL

Co-Authors: S Jain, Raffael Tornero, R Marculescu
Paper Title: “Optimal Power Management of Multidomain Multiprocessor Platforms under Highly Variable Workloads.”
Citation: Proceedings of the 6th ACM/IEEE International Symposium on Networks on Chip (NOCS), May 2012, pp. 35-42.

KOSKO, BART

Co-Authors: Brandon Franzke
Paper Title: “Noise can speed convergence in Markov chains.”
Citation: Physical Review E, Vol 84, October 2011, 041112-1 – 041112-14.

MENDEL, JERRY

Co-Authors: MM Korjani
Paper Title: “Fuzzy Set Qualitative Comparative Analysis (fsQCA): Challenges and Applications.”
Citation: Proceedings of the Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS), 2012, pp. 1-6.

MITRA, URBASHI
ORTEGA, ANTONIO

Co-Authors: M Levorato, S Narang, A Ortega
Paper Title: “Reduced Dimension Policy Iteration for Wireless Network Control via Multiscale Analysis?”
Citation: Proceedings of the IEEE Global Communications Conference (GLOBECOM), December 2012, pp. 3886-3892.

PEDRAM, MASSOUD

Co-Authors: M Kamal, Q Xie, A Afzali-Kusha, S Safari
Paper Title: “An Efficient Reliability Simulation Flow for Evaluating the Hot Carrier Injection Effect in CMOS VLSI Circuits.”
Citation: Proceedings of the 30th IEEE International Conference on Computer Design (ICCD), 2012, pp. 352-357.

PRASANNA, VIKTOR

Co-Authors: T Ganegedara
Paper Title: “StrideBV: Single Chip 400G+ Packet Classification.”
Citation: Proceedings of the 13th IEEE International Conference on High Performance Switching and Routing (HPSR), 2012, pp. 1-6.

SCHOLTZ, ROBERT

Co-Authors: R Wilson, D Tse
Paper Title: “Channel Identification: Secret Sharing Using Reciprocity in Ultrawideband Channels.”
Citation: IEEE Transactions on Information Forensics and Security – Part 1, Vol. 2, Issue 3, September 2007, pp. 364-375.

SCHOLTZ, R.A.

Co-Authors: R Wilson, D Tse
Paper Title: “Channel Identification: Secret Sharing Using Reciprocity in Ultrawideband Channels.”
Citation: IEEE Transactions on Information Forensics and Security – Part 1, Vol. 2, Issue 3, September 2007, pp. 364-375.

2011


CAIRE, GIUSEPPE

Co-Authors: N Jindal, M Kobayashi, N Ravindran
Paper Title: “Multiuser MIMO Achievable Rates With Downlink Training and Channel State Feedback.”
Citation: IEEE Transactions on Information Theory, Vol. 56, Issue 6, June 2010, pp. 2845-2866.

JAIN, RAHUL

Co-Authors: S Juneja, N Shimkin
Paper Title: “The concert queueing game: To wait or to be late.”
Citation: Discrete-Event Dynamic Systems, Vol. 21, Issue 1, March 2011, pp. 103-138.

ORTEGA, ANTONIO

Co-Authors: E Martinez-Enriquez, F Diaz-de-Maria
Paper Title: “Video Encoder Based on Lifting Transforms on Graphs.”
Citation: Proceedings of the 18th IEEE International Conference on Image Processing, September 2011, pp. 3509-3512.

PRASANNA, VIKTOR

Co-Authors: L Sun, H Le
Paper Title: “Optimizing Decomposition-based Packet Classi cation Implementation on FPGAs.”
Citation: Proceedings of the International Conference on ReConFigurable Computing and FPGAs, November 2011, pp. 170-175.

2010


DIMAKIS, ALEXANDROS

Co-Authors: PB Godfrey, Y Wu, MJ Wainwright, K Ramchandran
Paper Title: “Network Coding for Distributed Storage Systems.”
Citation: IEEE Transactions on Information Theory, Vol. 56, Issue 9, September 2010, pp. 4539-4551.

KRISHNAMACHARI, BHASKAR

Co-Authors: K Srinivasan, M Jain, JI Choi, T Azim, ES Kim, P Levis
Paper Title: “The κ-factor: Inferring Protocol Performance Using Inter-Link Reception Correlation.”
Citation: Proceedings of the 16th ACM Annual International Conference on Mobile Computing and Networking (Mobicom), pp. 317-328.

KRISHNAMACHARI, BHASKAR

Co-Authors: S Moeller, A Sridharan, O Gnawali
Paper Title: “Routing Without Routes: The Backpressure Collection Protocol.”
Citation: Proceedings of the 9th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), pp. 279-290.

NARAYANAN, SHRIKANTH

Co-Authors: MP Black, A Katsamanis, CC Lee, A Lammert, B Baucom, A Christensen, P Georgiou
Paper Title: “Automatic Classification of Married Couples’ Behavior using Audio Features.”
Citation: Proceedings of the 11th Annual Conference of the International Speech Communication Association (InterSpeech), pp. 2030-2033.

PRASANNA, VIKTOR

Co-Authors: W Jiang
Paper Title: “Architecture-Aware Data Structure Optimization for Power-Efficient IP Lookup.”
Citation: IEEE Transactions on Computers, Vol. 62, Issue 11, November 2013, pp. 2169-2182.

PRASANNA, VIKTOR

Co-Authors: N Ma, Y Xia
Paper Title: “Exact Inference on Manycore Processors Using Pointer Jumping.”
Citation: Proceedings of the 22nd International Conference on Parallel and Distributed Computing and Systems, January 2010.

2009


ANNAVARAM, MURALI
MITRA, URBASHI
NARAYANAN, SHRIKANTH

Co-Authors: G Thatte, V Rozgic, M Li, S Ghosh, U Mitra, S Narayanan, D Spruijt-Metz
Paper Title: “Optimal allocation of time-resources for multi hypothesis activity-level detection.”
Citation: Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems, pp. 273-286.

JAIN, RAHUL

Co-Authors: S Juneja
Paper Title: “The concert/cafeteria queueing problem: A game of arrivals.”
Citation: Proceedings of the 4th International ICST Conference on Performance Evaluation Methodologies and Tools, Article No. 59, October 2009.

MOGHADDAM, MAHTA

Co-Authors: J Whitcomb, K McDonald, J Kellndorfer, E Podest
Paper Title: “Mapping wetlands of Alaska from L-band SAR imagery.”
Citation: C. J. Remote Sensing, Vol. 35, Issue 1, 2009, pp. 54-72.

NARAYANAN, SHRIKANTH

Co-Authors: Chul Min Lee
Paper Title: “Toward detecting emotions in spoken dialogs.”
Citation: IEEE Transactions on Speech and Audio Processing, Vol. 13, No 2, March 2005, pp. 293-303.

PRASANNA, VIKTOR

Co-Authors: Y Xia
Paper Title: “Topologically Adaptive Parallel Breadth-first Search on Multicore Processors.”
Citation: Proceedings of the 21st IASTED International Conference on Parallel and Distributed Computing and Systems, Vol. 668, p. 91.

PRASANNA, VIKTOR

Co-Authors: JM Wagner, W Jiang
Paper Title: “A Scalable Pipeline Architecture for Line Rate Packet Classi cation on FPGAs."
Citation: Proceedings of the 21st IASTED International Conference on Parallel and Distributed Computing and Systems, pp. 284-291.

2008


PRASANNA, VIKTOR

Co-Authors: W Jiang
Paper Title: “Multi-Terabit IP Lookup Using Parallel Bidirectional Pipelines.”
Citation: Proceedings of the 5th International Conference on Computing Frontiers, pp. 241-250.

PRASANNA, VIKTOR

Co-Authors: W Jiang
Paper Title: “Parallel IP Lookup using Multiple SRAM-based Pipelines.”
Citation: Proceedings of the 22nd IEEE International Symposium on Parallel & Distributed Processing, April 2008, pp. 778-789.

2007


ORTEGA, ANTONIO

Co-Authors: H Wang, NM Cheung
Paper Title: “A Framework for Adaptive Scalable Video Coding using Wyner-Ziv Techniques.”
Citation: EURASIP Journal on Applied Signal Processing, Vol 2006, 01 January, p. 267.

2006


KRISHNAMACHARI, BHASKAR

Co-Authors: C Avin
Paper Title: “The Power of Choice in Random Walks: An Empirical Study.”
Citation: Proceedings of the 9th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, (MSWiM), October 2006, pp. 219-228.

KUO, C.-C. JAY

Co-Authors: Y Cho, DK Kwon, R Huang, C Lima, JD Black, JJ Pan
Paper Title: “Video streaming over 3G networks with GOP-based priority scheduling.”
Citation: Proceedings of the IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), December 2006, pp. 201-204.

PEDRAM, MASSOUD

Co-Authors: P Heydari
Paper Title: “Model-order reduction using variational balanced truncation with spectral shaping.”
Citation: EEE Transactions on Circuits and Systems I: Regular Papers, Vol. 53, Issue 4, April 2006, pp. 879-891.

ORTEGA, ANTONIO

Co-Authors: H Wang, NM Cheung
Paper Title: “A Framework for Adaptive Scalable Video Coding using Wyner-Ziv Techniques.”
Citation: EURASIP Journal on Applied Signal Processing, Vol 2006, 01 January, p. 267.

2005


DIMAKIS, ALEXANDROS

Co-Authors: V Prabhakaran, K Ramchandran
Paper Title: “Ubiquitous Access to Distributed Data in Large-Scale Sensor Networks Through Decentralized Erasure Codes.”
Citation: Proceedings of the 4th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN), Article No. 15, April 2005, pp. 111-117.

NARAYANAN, SHRIKANTH

Co-Authors: CM Lee
Paper Title: “Towards detecting emotions in spoken dialogs.”
Citation: IEEE Transactions on Speech and Audio Processing, Vol. 13, Issue 2, March 2005, pp. 293-303.

NARAYANAN, SHRIKANTH

Co-Authors: A Potamianos
Paper Title: “Creating conversational interfaces for children.”
Citation: IEEE Transactions on Speech and Audio Processing, Vol. 10, Issue 2, February 2002, pp. 65-78.

PEDRAM, MASSOUD

Co-Authors: A Abdollahi
Paper Title: “A new canonical form for fast Boolean matching in logic synthesis and verification.”
Citation: Proceedings of the 42nd Annual Design Automation Conference (DAC), June 2005, pp. 379-384.

PRASANNA, VIKTOR

Co-Authors: L Zhuo
Paper Title: “High-Performance and Area-Efficient Reduction Circuits on FPGAs.”
Citation: Proceedings of the 17th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), October 2005, pp. 52-59.

2004


CAIRE, GIUSEPPE

Co-Authors: S Shamai
Paper Title: “On the achievable throughput of a multi-antenna Gaussian broadcast channel.”
Citation: IEEE Transactions on Information Theory, Vol. 49 Issue 7, July 2003, pp. 1691-1706.

HASHEMI, HOSSEIN

Co-Authors: X Guan, A Hajimiri
Paper Title: “A fully-integrated 24GHz 8-element phased-array receiver in silicon.”
Citation: IEEE Journal of Solid-State Circuits, Vol. 39, Issue 12, December 2004, pp. 2311-2320.

KUO, C.-C. JAY

Co-Authors: W Kumwilaisak, T Hou, Q Zhang, W Zhu, YQ Zhang
Paper Title: “A cross-layer quality of service mapping architecture for video delivery in wireless networks.”
Citation: IEEE Journal on Selected Areas in Communications, Vol. 21, Issue 10, December 2003, pp. 1685-1698.

2003


ESHAGHIAN, MARY

Paper Title: “Nanoscale Computing Structures (Preliminary Results) .”
Citation: Proceedings of the 7th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2003.

KYRIAKAKIS, CHRIS

Co-Authors: S Bharitkar
Paper Title: “The Influence of Reverberation on Multichannel Equalization: An Experimental Comparison Between Methods.”
Citation: Proceedings of the 37th IEEE Asilomar Conference on Signals, Systems, and Computers; November 2003; pp. 546-549.

PRASANNA, VIKTOR

Co-Authors: M Singh
Paper Title: “Algorithmic Techniques for Memory Energy Reduction.”
Citation: Proceedings of the International Workshop on Experimental Algorithms (WEA), May 2003.

SCHOLTZ, ROBERT

Co-Authors: E Homier
Paper Title: “Hybrid Fixed-Dwell-Time Search Techniques for Rapid Acquisition of Ultra-Wideband Signals.”
Citation: IWUWBS, June 2003

2002


ESHAGHIAN, MARY

Co-Authors: S Mitaim
Paper Title: “Integrated Architectural Solutions for Protein Sequence-Structure Alignment.”
Citation: Proceedings of the 6th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI ), Vol. 19, July 2002.

KOSKO, BART

Co-Authors: M Mehrnoosh
Paper Title: “Robust and Adaptive Stochastic Resonance in Noisy Continuous Neurons Based on Mutual Information.”
Citation: IEEE Transactions on Neural Networks, 15.6, 2004, pp. 1526-1540.

2000


CHEN, WEI-YU
GUPTA, SANDEEP
BREUER, MELVIN

Paper Title: “Test Generation for Crosstalk Induced Faults: Framework and Computational Results.”
Citation: Proceedings of the 8th Asian Test Symposium, December 2000, pp. 305-310.

PEDRAM, MASSOUD

Co-Authors: P Heydari
Paper Title: “Analysis and optimization of ground bounce in digital CMOS circuits.”
Citation: Proceedings of the International Conference on Computer Design: VLSI in Computers and Processors, September 2000, pp. 121-126.

1999


BEEREL, PETER

Co-Authors: KS Stevens, S Rotem, R Ginosar, CJ Myers, KY Yun, R Koi, C Dike, M Roncken
Paper Title: “An asynchronous instruction length decoder.”
Citation: Proceedings of the 5th International Symposium on Advanced Research in Asynchronous Circuits and Systems, 1999, pp. 60-70.

1998


ORTEGA, ANTONIO

Co-Authors: CY Hsu, AR Reibman
Paper Title: “Joint Selection of Source and Channel Rate for VBR Video Transmission under ATM Policing Constraints.”
Citation: IEEE Journal on Selected Areas in Communications, Vol. 15, Issue 6, August 1997, pp. 1016-1028.

1995


PEDRAM, MASSOUD

Co-Authors: CY Tsui, J Monteiro, S Devadas, AM Despain, B Lin
Paper Title: “Power estimation in sequential logic circuits.”
Citation: IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 3, Issue 3, September 1995, pp. 404-416.

1989


PEDRAM, MASSOUD

Co-Authors: BT Preas
Paper Title: “Accurate prediction of physical design characteristics of random logic.”
Citation: Proceedings of the International Conference on Computer Design: VLSI in Computers and Processors, October 1989, pp. 100-108.

Published on February 3rd, 2017

Last updated on April 6th, 2020