Dina Katabi

CoRR, 2022

Unsupervised Learning for Human Sensing Using Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond.

[BibT_eX]

[DOI]

Yuzhe Yang

Hao Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

Targeted Supervised Contrastive Learning for Long-Tailed Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Domain Generalization by Learning a Bridge Across Domains.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Liquid testing with your smartphone.

[BibT_eX]

[DOI]

Shichao Yue

Commun. ACM, 2021

Keynote: Monitoring People and their Vital Signs Using Radio Signals and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021

1.3 Working at the Intersection of Machine Learning, Signal Processing, Sensors, and Circuits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Solid-State Circuits Conference, 2021

Delving into Deep Imbalanced Regression.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

BodyCompass: Monitoring Sleep Posture with Wireless Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Information-Preserving Contrastive Learning for Self-Supervised Representations.

[BibT_eX]

[DOI]

CoRR, 2020

Continuously Indexed Domain Adaptation.

[BibT_eX]

[DOI]

Hao Wang

Hao He

Proceedings of the 37th International Conference on Machine Learning, 2020

Harnessing Structures for Value-Based Planning and Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning Compositional Koopman Operators for Model-Based Control.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Self-Supervised Learning of Appliance Usage.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

In-Home Daily-Life Captioning Using Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Longterm Representations for Person Re-Identification Using Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Perspective: eliminating channel feedback in next generation cellular networks.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2019

XORs in the past and future.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2019

Circuit-GNN: Graph Neural Networks for Distributed Circuit Design.

[BibT_eX]

[DOI]

Guo Zhang

Hao He

Proceedings of the 36th International Conference on Machine Learning, 2019

ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning-Based Frequency Estimation Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Through-Wall Human Mesh Recovery Using Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Making the Invisible Visible: Action Recognition Through Walls and Occlusions.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Enabling Identification and Behavioral Sensing in Homes using Radio Reflections.

[BibT_eX]

[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Extracting Multi-Person Respiration from Entangled RF Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Duet: Estimating User Position and Identity in Smart Homes Using Intermittent and Incomplete RF-Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

RF-Based Fall Monitoring Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Emotion recognition using wireless signals.

[BibT_eX]

[DOI]

Mingmin Zhao

Fadel Adib

Commun. ACM, 2018

RF-based 3D skeletons.

[BibT_eX]

[DOI]

Mingmin Zhao

Yonglong Tian

Hang Zhao

Mohammad Abu Alsheikh

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

In-body backscatter communication and localization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Fast millimeter wave beam alignment.

[BibT_eX]

[DOI]

Michael Rodriguez

Piotr Indyk

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Through-Wall Human Pose Estimation Using Radio Signals.

[BibT_eX]

[DOI]

Mingmin Zhao

Tianhong Li

Mohammad Abu Alsheikh

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Eliminating Channel Feedback in Next-Generation Cellular Networks.

[BibT_eX]

[DOI]

GetMobile Mob. Comput. Commun., 2017

Zero-Effort In-Home Sleep and Insomnia Monitoring using Radio Signals.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Agile Millimeter Wave Networks with Provable Guarantees.

[BibT_eX]

[DOI]

Michael Rodreguez

Piotr Indyk

CoRR, 2017

Guaranteeing spoof-resilient multi-robot networks.

[BibT_eX]

[DOI]

Auton. Robots, 2017

Enabling High-Quality Untethered Virtual Reality.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Extracting Gait Velocity and Stride Length from Surrounding Radio Signals.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Over-the-air Function Computation in Sensor Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Real-time Distributed MIMO Systems.

[BibT_eX]

[DOI]

Ezzeldin Hamed

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Decimeter-Level Localization with a Single WiFi Access Point.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

A millimeter wave software defined radio platform with phased arrays: poster.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Millimeter Wave Communications: From Point-to-Point Links to Agile Network Connections.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Cutting the Cord in Virtual Reality.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

2015

Capturing the human figure through a wall.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2015

Adaptive communication in multi-robot systems using directionality of signal strength.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2015

Sub-Nanosecond Time of Flight on Commercial Wi-Fi Cards.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

A Real-time 802.11 Compatible Distributed MIMO System.

[BibT_eX]

[DOI]

Ezzeldin Hamed

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Caraoke: An E-Toll Transponder Network for Smart Cities.

[BibT_eX]

[DOI]

Anantha P. Chandrakasan

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Beyond Sensing: Multi-GHz Realtime Spectrum Analytics.

[BibT_eX]

[DOI]

Lixin Shi

Paramvir Bahl

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Securing RFIDs by Randomizing the Modulation and Channel.

[BibT_eX]

[DOI]

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Multi-Person Localization via RF Body Reflections.

[BibT_eX]

[DOI]

Fadel Adib

Zachary Kabelac

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Poster: Wireless Power Hotspot that Charges All of Your Devices.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Wireless of the Students, 2015

Wireless Power Hotspot that Charges All of Your Devices.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

AirShare: Distributed coherent transmission made seamless.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Smart Homes that Monitor Breathing and Heart Rate.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Light Field Reconstruction Using Sparsity in the Continuous Fourier Domain.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2014

JMB: scaling wireless capacity with user demands.

[BibT_eX]

[DOI]

Commun. ACM, 2014

3D Tracking via Body Radio Reflections.

[BibT_eX]

[DOI]

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Tracking people and monitoring their vital signs using body radio reflections.

[BibT_eX]

[DOI]

Proceedings of the 2014 Workshop on Physical Analytics, 2014

RF-IDraw: virtual touch screen in the air using RF signals.

[BibT_eX]

[DOI]

Jue Wang

Lakshminarayanan Subramanian

Proceedings of the 6th annual workshop on Wireless of the students, 2014

Tackling societal grand challenges using mobile computing.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

D-BigBand: sensing GHZ-wide non-sparse spectrum on commodity radios.

[BibT_eX]

[DOI]

Lixin Shi

Proceedings of the 6th annual workshop on Wireless of the students, 2014

LTE radio analytics made easy and accessible.

[BibT_eX]

[DOI]

Proceedings of the 6th annual workshop on Wireless of the students, 2014

Accurate indoor localization with zero start-up cost.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Magnetic MIMO: how to charge your phone in your pocket.

[BibT_eX]

[DOI]

Jouya Jadidian

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Demo: real-time breath monitoring using wireless signals.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Poster: clock synchronization for distributed wireless protocols at the physical layer.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

27.4 A 0.75-million-point fourier-transform chip for frequency-sparse signals.

[BibT_eX]

[DOI]

Anantha P. Chandrakasan

Vladimir Stojanovic

Proceedings of the 2014 IEEE International Conference on Solid-State Circuits Conference, 2014

GHz-wide sensing and decoding using the sparse Fourier transform.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

High-throughput implementation of a million-point sparse Fourier Transform.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014

2013

Shift Finding in Sub-Linear Time.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013

Dude, where's my card?: RFID positioning that works with multipath and non-line of sight.

[BibT_eX]

[DOI]

Jue Wang

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Bringing cross-layer MIMO to today's wireless LANs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

See through walls with WiFi!

[BibT_eX]

[DOI]

Fadel Adib

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

RF-compass: robot object manipulation using RFIDs.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Interference alignment by motion.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Sample-optimal average-case sparse Fourier Transform in two dimensions.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

A light-weight wireless handshake.

[BibT_eX]

[DOI]

Kate Ching-Ju Lin

Yung-Jen Chuang

Comput. Commun. Rev., 2012

Nearly optimal sparse fourier transform.

[BibT_eX]

[DOI]

Proceedings of the 44th Symposium on Theory of Computing Conference, 2012

Simple and practical algorithm for sparse Fourier transform.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

Efficient and reliable low-power backscatter networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

CarSpeak: a content-centric network for autonomous driving.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2012 Conference, 2012

A cloud-assisted design for autonomous driving.

[BibT_eX]

[DOI]

Proceedings of the first edition of the MCC workshop on Mobile cloud computing, 2012

Rate adaptation for 802.11 multiuser mimo networks.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

Faster GPS via the sparse fourier transform.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

2011

Sora promises lasting impact: technical perspective.

[BibT_eX]

[DOI]

Commun. ACM, 2011

Secure In-Band Wireless Pairing.

[BibT_eX]

[DOI]

Proceedings of the 20th USENIX Security Symposium, 2011

Random access heterogeneous MIMO networks.

[BibT_eX]

[DOI]

Kate Ching-Ju Lin

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

They can hear your heartbeats: non-invasive security for implantable medical devices.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Clearing the RF smog: making 802.11n robust to cross-technology interference.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

A cross-layer design for scalable mobile video.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

Physical layer wireless security made fast and channel independent.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Performance regimes of uncoded linear communications over AWGN channels.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010

SourceSync: a distributed wireless architecture for exploiting sender diversity.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

PixNet: LCD-camera pairs as communication links.

[BibT_eX]

[DOI]

Samuel David Perli

Nabeel Ahmed

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

SoftCast: one-size-fits-all wireless video.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

Enabling Configuration-Independent Automation by Non-Expert Users.

[BibT_eX]

[DOI]

Nate Kushman

Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, 2010

PixNet: interference-free wireless links using LCD-camera pairs.

[BibT_eX]

[DOI]

Samuel David Perli

Nabeel Ahmed

Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010

SoftCast: clean-slate scalable wireless video.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM workshop on Wireless of the students, 2010

2009

Interference alignment and cancellation.

[BibT_eX]

[DOI]

Samuel David Perli

Proceedings of the ACM SIGCOMM 2009 Conference on Applications, 2009

Frequency-aware rate adaptation and MAC protocols.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual International Conference on Mobile Computing and Networking, 2009

WikiDo.

[BibT_eX]

[DOI]

Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

One-Size-Fits-All Wireless Video.

[BibT_eX]

[DOI]

Proceedings of the Eight ACM Workshop on Hot Topics in Networks (HotNets-VIII), 2009

2008

XORs in the air: practical wireless network coding.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2008

Resilient Network Coding in the Presence of Byzantine Adversaries.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

Learning to share: narrowband-friendly wideband networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Symbol-level network coding for wireless mesh networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

What's going on?: learning communication rules in edge networks.

[BibT_eX]

[DOI]

Srikanth Kandula

Ranveer Chandra

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Zigzag decoding: combating hidden terminals in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

FatVAP: Aggregating AP Backhaul Capacity to Maximize Throughput.

[BibT_eX]

[DOI]

Proceedings of the 5th USENIX Symposium on Networked Systems Design & Implementation, 2008

ZipTx: exploiting the gap between bit errors and packet loss.

[BibT_eX]

[DOI]

Kate Ching-Ju Lin

Nate Kushman

Proceedings of the 14th Annual International Conference on Mobile Computing and Networking, 2008

2007

Can you hear me now?!: it must be BGP.

[BibT_eX]

[DOI]

Nate Kushman

Srikanth Kandula

Comput. Commun. Rev., 2007

Dynamic load balancing without packet reordering.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2007

Embracing wireless interference: analog network coding.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Trading structure for randomness in wireless opportunistic routing.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

R-BGP: Staying Connected in a Connected World.

[BibT_eX]

[DOI]

Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Information Slicing: Anonymity Using Unreliable Overlays.

[BibT_eX]

[DOI]

Jeff Cohen

Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Beyond the bits: cooperative packet recovery using physical layer information.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007

Joint Relaying and Network Coding in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Resilient Network Coding in the Presence of Byzantine Adversaries.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

MIXIT: The Network Meets the Wireless Channel.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM Workshop on Hot Topics in Networks, 2007

2006

Public review for LTCP: improving the performance of TCP in highspeed networks.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2006

2005

Making the world (of communications) a different place.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2005

Walking the tightrope: responsive yet stable traffic engineering.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2005 Conference on Applications, 2005

Botz-4-Sale: Surviving Organized DDoS Attacks That Mimic Flash Crowds (Awarded Best Student Paper).

[BibT_eX]

[DOI]

Proceedings of the 2nd Symposium on Networked Systems Design and Implementation (NSDI 2005), 2005

Shrink: a tool for failure diagnosis in IP networks.

[BibT_eX]

[DOI]

Srikanth Kandula

Jean-Philippe Vasseur

Proceedings of the 1st Annual ACM Workshop on Mining Network Data, 2005

Collaborating Against Common Enemies.

[BibT_eX]

[DOI]

Balachander Krishnamurthy

Proceedings of the 5th Internet Measurement Conference, 2005

2004

MultiQ: automated detection of multiple bottleneck capacities along a path.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

An in-band easy-to-deploy mechanism for network-to-transport signaling.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Decoupling congestion control and bandwidth allocation policy with application to high bandwidth-delay product networks.

[BibT_eX]

[DOI]

PhD thesis, 2003

A measurement study of available bandwidth estimation tools.

[BibT_eX]

[DOI]

Jacob Strauss

M. Frans Kaashoek

Proceedings of the 3rd ACM SIGCOMM Internet Measurement Conference, 2003

2002

Congestion control for high bandwidth-delay product networks.

[BibT_eX]

[DOI]

Mark Handley

Charles E. Rohrs

Proceedings of the ACM SIGCOMM 2002 Conference on Applications, 2002

2001

A framework for scalable global IP-anycast (GIA).

[BibT_eX]

[DOI]

John Wroclawski

Comput. Commun. Rev., 2001

A passive approach for detecting shared bottlenecks.

[BibT_eX]

[DOI]

Issam Bazzi

Xiaowei Yang

Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

2000

Using support vector machines for spoken digit recognition.

[BibT_eX]

[DOI]

Issam Bazzi