Guobin Shen
Orcid: 0000-0002-4069-2107
According to our database1,
Guobin Shen
authored at least 128 papers
between 1999 and 2025.
Collaborative distances:
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Bibliography
2025
Developmental Plasticity-Inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025
Improving stability and performance of spiking neural networks through enhancing temporal consistency.
Pattern Recognit., 2025
2024
FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks.
Neural Networks, 2024
CoRR, 2024
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models.
CoRR, 2024
StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly?
CoRR, 2024
FireFly-S: Exploiting Dual-Side Sparsity for Spiking Neural Networks Acceleration with Reconfigurable Spatial Architecture.
CoRR, 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision.
CoRR, 2024
Time Cell Inspired Temporal Codebook in Spiking Neural Networks for Enhanced Image Generation.
CoRR, 2024
Neuro-Vision to Language: Image Reconstruction and Language enabled Interaction via Brain Recordings.
CoRR, 2024
CACE-Net: Co-guidance Attention and Contrastive Enhancement for Effective Audio-Visual Event Localization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024
Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines.
Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Inf. Sci., October, 2023
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization.
IEEE Trans. Very Large Scale Integr. Syst., August, 2023
BrainCog: A spiking neural network based, brain-inspired cognitive intelligence engine for brain-inspired AI and brain simulation.
Patterns, August, 2023
Astrocyte-Enabled Advancements in Spiking Neural Networks for Large Language Modeling.
CoRR, 2023
CoRR, 2023
Metaplasticity: Unifying Learning and Homeostatic Plasticity in Spiking Neural Networks.
CoRR, 2023
CoRR, 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks.
CoRR, 2023
Improving the Performance of Spiking Neural Networks on Event-based Datasets with Knowledge Transfer.
CoRR, 2023
CoRR, 2023
FireFly: A High-Throughput and Reconfigurable Hardware Accelerator for Spiking Neural Networks.
CoRR, 2023
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
2022
GetMobile Mob. Comput. Commun., 2022
Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks.
Patterns, 2022
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022
ANTIGONE: Accurate Navigation Path Caching in Dynamic Road Networks leveraging Route APIs.
Proceedings of the IEEE INFOCOM 2022, 2022
2021
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks.
CoRR, 2021
GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021
2020
Joint Stacked Hourglass Network and Salient Region Attention Refinement for Robust Face Alignment.
ACM Trans. Multim. Comput. Commun. Appl., 2020
Renovating road signs for infrastructure-to-vehicle networking: a visible light backscatter communication and networking approach.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020
Proceedings of the IoT as a Service - 6th EAI International Conference, 2020
2018
2017
PassiveVLC: Enabling Practical Visible Light Backscatter Communication for Battery-free IoT Applications.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017
Proceedings of the 8th Augmented Human International Conference, 2017
2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
2015
ACM Trans. Sens. Networks, 2015
Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing.
IEEE J. Sel. Areas Commun., 2015
<i>Retro-VLC</i>: Enabling Battery-free Duplex Visible Light Communication for Mobile and IoT Applications.
Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications, 2015
InFrame++: Achieve Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication.
Proceedings of the 13th Annual International Conference on Mobile Systems, 2015
Demo: Achieving Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication.
Proceedings of the 13th Annual International Conference on Mobile Systems, 2015
Proceedings of the 16th Annual Middleware Conference, Vancouver, BC, Canada, December 07, 2015
Contextual-code: Simplifying information pulling from targeted sources in physical world.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
2014
IEEE/ACM Trans. Netw., 2014
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
Experiencing and handling the diversity in data density and environmental locality in an indoor positioning service.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014
InFrame: Multiflexing Full-Frame Visible Communication Channel for Humans and Devices.
Proceedings of the 13th ACM Workshop on Hot Topics in Networks, 2014
2013
sMFCC: exploiting sparseness in speech for fast acoustic feature extraction on mobile devices - a feasibility study.
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications, 2013
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013
Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013
WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013
2012
BeepBeep: A high-accuracy acoustic-based system for ranging and localization using COTS devices.
ACM Trans. Embed. Comput. Syst., 2012
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Septimu<sup>2</sup> - earphones for continuous and non-intrusive physiological and environmental monitoring.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Proceedings of the 10th International Conference on Mobile Systems, 2012
SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012
2010
WIND: A scalable and lightweight network topology service for peer-to-peer applications.
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010
2009
IEEE Trans. Multim., 2009
Proceedings of the 7th International Conference on Mobile Systems, 2009
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009
2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
2007
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007
Proceedings of the 5th International Conference on Mobile Systems, 2007
Proceedings of the 6th International workshop on Peer-To-Peer Systems, 2007
Proceedings of IEEE International Conference on Communications, 2007
2006
IEEE Trans. Circuits Syst. Video Technol., 2006
IEEE Trans. Circuits Syst. Video Technol., 2006
Error-Resilient Unequal Error Protection of Fine Granularity Scalable Video Bitstreams.
EURASIP J. Adv. Signal Process., 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 5th International workshop on Peer-To-Peer Systems, 2006
Complexity Scalable 2 : 1 Resolution Downscaling MPEG-2 to WMV Transcoder with Adaptive Error Compensation.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the 1st IEEE Workshop on Hot Topics in Web Systems and Technologies, 2006
2005
IEEE Trans. Circuits Syst. Video Technol., 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Joint Sender/Receiver Optimization Algorithm for Multi-Path Video Streaming Using High Rate Erasure Resilient Code.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
2004
EURASIP J. Adv. Signal Process., 2004
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Proceedings of IEEE International Conference on Communications, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
IEEE Trans. Image Process., 2003
L-TFRC: an end-to-end congestion control mechanism for video streaming over the Internet.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Efficient error recovery techniques in a novel multimedia streaming framework with peer-paired collaboration.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Optimal rate allocation for macroblock-based progressive fine granularity scalable video coding.
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
IEEE Trans. Circuits Syst. Video Technol., 2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
2000
An efficient codebook post-processing technique and a window-based fast-search algorithm for image vector quantization.
IEEE Trans. Circuits Syst. Video Technol., 2000
New predictive diamond search algorithm for block-based motion estimation.
Proceedings of the Visual Communications and Image Processing 2000, 2000
Syntax-constrained rate-distortion optimization for DCT-based image encoding methods.
Proceedings of the Visual Communications and Image Processing 2000, 2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Achieving optimal rate-distortion performance in arbitrarily-shaped transform coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000
1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999