Guobin Shen

Orcid: 0000-0002-4069-2107

According to our database1, Guobin Shen authored at least 128 papers between 1999 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

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

Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models.
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

Brain-Inspired Stepwise Patch Merging for Vision Transformers.
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

Brain-inspired and Self-based Artificial Intelligence.
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

TIM: An Efficient Temporal Interaction Module for Spiking Transformer.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Enhancing Spiking Transformers with Binary Attention Mechanisms.
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

Are Conventional SNNs Really Efficient? A Perspective from Network Quantization.
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
EventMix: An efficient data augmentation strategy for event-based learning.
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

Is Conventional SNN Really Efficient? A Perspective from Network Quantization.
CoRR, 2023

Metaplasticity: Unifying Learning and Homeostatic Plasticity in Spiking Neural Networks.
CoRR, 2023

Bullying10K: A Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition.
CoRR, 2023

Dive into the Power of Neuronal Heterogeneity.
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

Exploiting High Performance Spiking Neural Networks with Efficient Spiking Patterns.
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
LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications.
GetMobile Mob. Comput. Commun., 2022

Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks.
Patterns, 2022

EventMix: An Efficient Augmentation Strategy for Event-Based Data.
CoRR, 2022

Experience: adopting indoor outdoor detection in on-demand food delivery business.
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

FPGA-Based Neural Network Acceleration for Handwritten Digit Recognition.
Proceedings of the IoT as a Service - 6th EAI International Conference, 2020

2018
Enabling Low-power Duplex Visible Light Communication.
CoRR, 2018

2017
Travi-Navi: Self-Deployable Indoor Navigation System.
IEEE/ACM Trans. Netw., 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

Poster: A VLC Solution for Smart Parking.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

TennisMaster: an IMU-based online serve performance evaluation system.
Proceedings of the 8th Augmented Human International Conference, 2017

2016
AMIL: Localizing neighboring mobile devices through a simple gesture.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
IODetector: A Generic Service for Indoor/Outdoor Detection.
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

UniDrive: Synergize Multiple Consumer Cloud Storage Services.
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
Design, Realization, and Evaluation of DozyAP for Power-Efficient Wi-Fi Tethering.
IEEE/ACM Trans. Netw., 2014

Privacy.tag: privacy concern expressed and respected.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Epsilon: A Visible Light Based Positioning System.
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

Use it free: instantly knowing your phone attitude.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Demo: instant phone attitude estimation and its applications.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Demo: a robust barcode system for data transmissions over screen-camera links.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Enhancing reliability to boost the throughput over screen-camera links.
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

Strata: layered coding for scalable visual communication.
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

Walkie-Markie: Indoor Pathway Mapping Made Easy.
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

ViRi: view it right.
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

Pharos: enable physical analytics through visible light based indoor localization.
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

Genius-on-the-go: FM radio based proximity sensing and audio information sharing.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

MusicalHeart: a <i>hearty</i> way of listening to music.
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

DozyAP: power-efficient Wi-Fi tethering.
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
Optimal Prefetching Scheme in P2P VoD Applications With Guided Seeks.
IEEE Trans. Multim., 2009

Point&Connect: intention-based device pairing for mobile phone users.
Proceedings of the 7th International Conference on Mobile Systems, 2009

Experimental Study of Broadcatching in BitTorrent.
Proceedings of the 6th IEEE Consumer Communications and Networking Conference, 2009

2008
Probabilistic prefetching scheme for P2P VoD applications with frequent seeks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

2007
Optimized streaming media proxy and its applications.
J. Netw. Comput. Appl., 2007

Multimedia Networking.
Adv. Multim., 2007

BeepBeep: a high accuracy acoustic ranging system using COTS mobile devices.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

A BeepBeep ranging system on mobile phones.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

MobiUS: enable together-viewing video experience across two mobile devices.
Proceedings of the 5th International Conference on Mobile Systems, 2007

HPTP: Relieving the Tension between ISPs and P2P.
Proceedings of the 6th International workshop on Peer-To-Peer Systems, 2007

LiPS: Efficient P2P Search Scheme with Novel Link Prediction Techniques.
Proceedings of IEEE International Conference on Communications, 2007

2006
Drift-free switching of compressed video bitstreams at predictive frames.
IEEE Trans. Circuits Syst. Video Technol., 2006

MPEG-2 to WMV Transcoder With Adaptive Error Compensation and Dynamic Switches.
IEEE Trans. Circuits Syst. Video Technol., 2006

Error-Resilient Unequal Error Protection of Fine Granularity Scalable Video Bitstreams.
EURASIP J. Adv. Signal Process., 2006

Complexity scalable MPEG-2 to WMV transcoder with adaptive error compensation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Distributed Segment Tree: Support of Range Query and Cover Query over DHT.
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

Measurement and Modeling of A Web-based Question Answering System.
Proceedings of the 1st IEEE Workshop on Hot Topics in Web Systems and Technologies, 2006

2005
Accelerate Video Decoding With Generic GPU.
IEEE Trans. Circuits Syst. Video Technol., 2005

Techniques for efficient DCT/IDCT implementation on generic GPU.
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

Advanced Motion Search and Adaptation Techniques for Deinterlacing.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
SMART: An Efficient, Scalable, and Robust Streaming Video System.
EURASIP J. Adv. Signal Process., 2004

Arbitrarily-shaped video coding: smart padding versus MPEG-4 LPE/zero padding.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Error-resilient unequal protection of fine granularity scalable video bitstreams.
Proceedings of IEEE International Conference on Communications, 2004

Color space compatible coding framework for YUV422 video coding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Adaptive vector quantization with codebook updating based on locality and history.
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

The improved SP frame coding technique for the JVT standard.
Proceedings of the 2003 International Conference on Image Processing, 2003

Accelerating video decoding using GPU.
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

An optimal packetization scheme for fine granularity scalable bitstream.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Efficient and flexible drift-free video bitstream switching at predictive frames.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Error concealment for fine granularity scalable video transmission.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Enhancing multimedia streaming performance through peer-paired collaboration.
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
Arbitrarily shaped transform coding based on a new padding technique.
IEEE Trans. Circuits Syst. Video Technol., 2001

Transcoder with arbitrarily resizing capability.
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

Optimizing the MPEG-4 encoder-advanced diamond zonal search.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

An efficient hybrid arbitrarily-shaped object coding technique.
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

Rate-Distortion Optimization for Arbitrarily-Shaped Object Coding.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
An Advanced Zonal Block Based Algorithm for Motion Estimation.
Proceedings of the 1999 International Conference on Image Processing, 1999

A New Padding Technique for Coding of Arbitrarily-Shaped Iamge/Video Segments.
Proceedings of the 1999 International Conference on Image Processing, 1999


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