Hongkai Wen

Abhinav Mehrotra

Sourav Bhattacharya

CoRR, 2024

NAPE: Numbering as a Position Encoding in Graphs.

[BibT_eX]

[DOI]

Olayinka Ajayi

Tanaya Guha

IEEE Access, 2024

AdaFlow: Opportunistic Inference on Asynchronous Mobile Data with Generalized Affinity Control.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Towards Neural Architecture Search through Hierarchical Generative Modeling.

[BibT_eX]

[DOI]

Abhinav Mehrotra

Nicholas Donald Lane

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SignGraph: A Sign Sequence is Worth Graphs of Nodes.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Behavior-aware Sparse Trajectory Recovery in Last-mile Delivery with Multi-scale Attention Fusion.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., April, 2023

How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor.

[BibT_eX]

[DOI]

Javier Fernández-Marqués

CoRR, 2023

EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploiting Network Compressibility and Topology in Zero-Cost NAS.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Automated Machine Learning, 2023

Zero-Cost Operation Scoring in Differentiable Architecture Search.

[BibT_eX]

[DOI]

Thomas C. P. Chau

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Deployment Optimization for Shared e-Mobility Systems With Multi-Agent Deep Neural Search.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

High Speed Rotation Estimation with Dynamic Vision Sensors.

[BibT_eX]

[DOI]

CoRR, 2022

GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy.

[BibT_eX]

[DOI]

Teddy Cunningham

Konstantin Klemmer

Hakan Ferhatosmanoglu

CoRR, 2022

BLOX: Macro Neural Architecture Search Benchmark and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2021

Event Encryption for Neuromorphic Vision Sensors: Framework, Algorithm, and Evaluation.

[BibT_eX]

[DOI]

Sensors, 2021

Zero-Cost Proxies Meet Differentiable Architecture Search.

[BibT_eX]

[DOI]

Thomas Chau

CoRR, 2021

Temporal Kernel Consistency for Blind Video Super-Resolution.

[BibT_eX]

[DOI]

Royson Lee

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Securing Cyber-Physical Social Interactions on Wrist-Worn Devices.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2020

D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems.

[BibT_eX]

[DOI]

Hakan Ferhatosmanoglu

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

Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

3DCFS: Fast and Robust Joint 3D Semantic-Instance Segmentation via Coupled Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Journey Towards Tiny Perceptual Super-Resolution.

[BibT_eX]

[DOI]

Royson Lee

Stylianos I. Venieris

Hyeji Kim

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Efficient Indoor Positioning with Visual Experiences via Lifelong Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2019

Dense 3D Object Reconstruction from a Single Depth View.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Human Activity Recognition Solving the Confusing Activities Via Deep Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

HydraDoctor: real-time liquids intake monitoring by collaborative sensing.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Distributed Computing and Networking, 2019

EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

End-to-end, sequence-to-sequence probabilistic visual odometry through deep neural networks.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2018

3D Object Dense Reconstruction from a Single Depth View.

[BibT_eX]

[DOI]

CoRR, 2018

HealCam: Energy-efficient and privacy-preserving human vital cycles monitoring on camera-enabled smart devices.

[BibT_eX]

[DOI]

Comput. Networks, 2018

Privacy-preserving sparse representation classification in cloud-enabled mobile applications.

[BibT_eX]

[DOI]

Comput. Networks, 2018

CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet-of-Things Applications.

[BibT_eX]

[DOI]

IEEE Access, 2018

Automatic Face Recognition Adaptation via Ambient Wireless Identifiers.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Simultaneous Localization and Mapping with Power Network Electromagnetic Field.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Deep Ensemble Learning for Human Activity Recognition Using Smartphone.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Deepauth: in-situ authentication for smartwatches via deeply learned behavioural biometrics.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018

Learning 3D Scene Semantics and Structure From a Single Depth Image.

[BibT_eX]

[DOI]

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

2017

Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning.

[BibT_eX]

[DOI]

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

VidLoc: 6-DoF Video-Clip Relocalization.

[BibT_eX]

[DOI]

CoRR, 2017

Towards Self-supervised Face Labeling via Cross-modality Association.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

VeriNet: User Verification on Smartwatches via Behavior Biometrics.

[BibT_eX]

[DOI]

Proceedings of the First ACM Workshop on Mobile Crowdsensing Systems and Applications, 2017

SCAN: learning speaker identity from noisy sensor data.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

DeepVO: Towards end-to-end visual odometry with deep Recurrent Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

3D Object Reconstruction from a Single Depth View with Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Leveraging User Activities and Mobile Robots for Semantic Mapping and User Localization.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

CS<sup>2</sup>-Collector: A New Approach for Data Collection in Wireless Sensor Networks Based on Two-Dimensional Compressive Sensing.

[BibT_eX]

[DOI]

Sensors, 2016

Robust occupancy inference with commodity WiFi.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

Keyframe based large-scale indoor localisation using geomagnetic field and motion pattern.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Poster Abstract: Efficient Visual Positioning with Adaptive Parameter Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Increasing the efficiency of 6-DoF visual localization using multi-modal sensory data.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

NaviGlass: Indoor Localisation Using Smart Glasses.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Embedded Wireless Systems and Networks, 2016

2015

Non-Line-of-Sight Identification and Mitigation Using Received Signal Strength.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Indoor Tracking Using Undirected Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2015

Accuracy Estimation for Sensor Systems.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2015

Robust Indoor Positioning With Lifelong Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Accurate Positioning via Cross-Modality Training.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

2014

Accuracy estimation for sensor networks.

[BibT_eX]

[DOI]

PhD thesis, 2014

Fusion of Radio and Camera Sensor Data for Accurate Indoor Positioning.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Lightweight map matching for indoor localisation using conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the IPSN'14, 2014

Robust pedestrian dead reckoning (R-PDR) for arbitrary mobile device placement.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

2013

Identification and mitigation of non-line-of-sight conditions using received signal strength.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Wireless and Mobile Computing, 2013

On Assessing the Accuracy of Positioning Systems in Indoor Environments.

[BibT_eX]

[DOI]

Proceedings of the Wireless Sensor Networks - 10th European Conference, 2013

Comparison of Accuracy Estimation Approaches for Sensor Networks.

[BibT_eX]

[DOI]

Andrew Colquhoun Symington

Zhuoling Xiao

Andrew Markham

Niki Trigoni

Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

2012

Ranking Query Answers in Probabilistic Databases: Complexity and Efficient Algorithms.

[BibT_eX]

[DOI]

Dan Olteanu

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Operational transformation for orthogonal conflict resolution in real-time collaborative 2d editing systems.

[BibT_eX]

[DOI]

Chengzheng Sun