A New Padding Technique for Coding of Arbitrarily-Shaped Iamge/Video Segments. - Guobin Shen; Bing Zeng; Ming L. Liou (ICIP (2), 1999)

An Advanced Zonal Block Based Algorithm for Motion Estimation. - Alexis M. Tourapis; Oscar C. Au; Ming L. Liou; Guobin Shen (ICIP (2), 1999)

Rate-Distortion Optimization for Arbitrarily-Shaped Object Coding. - Guobin Shen; Bing Zeng; Ming L. Liou (IEEE International Conference on Multimedia and Expo (III), 2000)

Achieving optimal rate-distortion performance in arbitrarily-shaped transform coding. - Guobin Shen; Bing Zeng; Ming Lei Liou (ISCAS, 2000)

An efficient hybrid arbitrarily-shaped object coding technique. - Guobin Shen; Bing Zeng; Ming Lei Liou (ISCAS, 2000)

Optimizing the MPEG-4 encoder-advanced diamond zonal search. - Alexis M. Tourapis; Oscar C. Au; Ming L. Liou; Guobin Shen; Ishfaq Ahmad 001 (ISCAS, 2000)

Syntax-constrained rate-distortion optimization for DCT-based image encoding methods. - Guobin Shen; Alexis M. Tourapis; Ming L. Liou (VCIP, 2000)

New predictive diamond search algorithm for block-based motion estimation. - Alexis M. Tourapis; Guobin Shen; Ming L. Liou; Oscar C. Au; Ishfaq Ahmad 001 (VCIP, 2000)

An efficient codebook post-processing technique and a window-based fast-search algorithm for image vector quantization. - Guobin Shen; Ming L. Liou (IEEE Trans. Circuits Syst. Video Technol., 2000)

Transcoder with arbitrarily resizing capability. - Guobin Shen; Bing Zeng; Ya-Qin Zhang; Ming L. Liou (ISCAS (5), 2001)

Arbitrarily shaped transform coding based on a new padding technique. - Guobin Shen; Bing Zeng; Ming L. Liou (IEEE Trans. Circuits Syst. Video Technol., 2001)

Optimal rate allocation for macroblock-based progressive fine granularity scalable video coding. - Hua Cai; Guobin Shen; Shipeng Li 001; Bing Zeng (ICIP (3), 2002)

Enhancing multimedia streaming performance through peer-paired collaboration. - Hao Wang; Guobin Shen; Shipeng Li 001; Yuzhuo Zhong (ICIP (3), 2002)

Error concealment for fine granularity scalable video transmission. - Hua Cai; Guobin Shen; Feng Wu 001; Shipeng Li 001; Bing Zeng (ICME (1), 2002)

Efficient and flexible drift-free video bitstream switching at predictive frames. - Xiaoyan Sun 001; Shipeng Li 001; Feng Wu 001; Guobin Shen; Wen Gao 001 (ICME (1), 2002)

An optimal packetization scheme for fine granularity scalable bitstream. - Hua Cai; Guobin Shen; Zixiang Xiong; Shipeng Li 001; Bing Zeng (ISCAS (5), 2002)

Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec. - Xiaodong Fan; Guobin Shen; Shipeng Li 001; Trac D. Tran; Ya-Qin Zhang (ISCAS (4), 2002)

Efficient error recovery techniques in a novel multimedia streaming framework with peer-paired collaboration. - Hao Wang; Guobin Shen; Shipeng Li 001; Yuzhuo Zhong (ISCAS (3), 2002)

Accelerating video decoding using GPU. - Guobin Shen; Lihua Zhu; Shipeng Li 001; Heung-Yeung Shum; Ya-Qin Zhang (ICASSP (4), 2003)

The improved SP frame coding technique for the JVT standard. - Xiaoyan Sun 001; Shipeng Li 001; Feng Wu 001; Jacky Shen; Wen Gao 001 (ICIP (3), 2003)

L-TFRC: an end-to-end congestion control mechanism for video streaming over the Internet. - Zhen Li 008; Guobin Shen; Shipeng Li 001; Edward J. Delp (ICME, 2003)

Adaptive vector quantization with codebook updating based on locality and history. - Guobin Shen; Bing Zeng; Ming L. Liou (IEEE Trans. Image Process., 2003)

Color space compatible coding framework for YUV422 video coding. - Lujun Yuan; Guobin Shen; Feng Wu 001; Shipeng Li 001; Wen Gao 001 (ICASSP (3), 2004)

Error-resilient unequal protection of fine granularity scalable video bitstreams. - Hua Cai; Bing Zeng; Guobin Shen; Shipeng Li 001 (ICC, 2004)

Arbitrarily-shaped video coding: smart padding versus MPEG-4 LPE/zero padding. - A. C. Yu; Guobin Shen; Bing Zeng; Oscar C. Au (ICME, 2004)

SMART: An Efficient, Scalable, and Robust Streaming Video System. - Feng Wu 001; Honghui Sun; Guobin Shen; Shipeng Li 001; Ya-Qin Zhang; Bruce Lin; Ming-Chieh Lee (EURASIP J. Adv. Signal Process., 2004)

Advanced Motion Search and Adaptation Techniques for Deinterlacing. - Kefei Ouyang; Guobin Shen; Shipeng Li 001; Ming Gu (ICME, 2005)

Joint Sender/Receiver Optimization Algorithm for Multi-Path Video Streaming Using High Rate Erasure Resilient Code. - Changxi Zheng; Guobin Shen; Shipeng Li 001; Qianni Deng (ICME, 2005)

Techniques for efficient DCT/IDCT implementation on generic GPU. - Bo Fang; Guobin Shen; Shipeng Li 001; Huifang Chen (ISCAS (2), 2005)

Accelerate Video Decoding With Generic GPU. - Guobin Shen; Guang-ping Gao; Shipeng Li 001; Heung-Yeung Shum; Ya-Qin Zhang (IEEE Trans. Circuits Syst. Video Technol., 2005)

Measurement and Modeling of A Web-based Question Answering System. - Chunyi Peng 001; Zaoyang Gong; Guobin Shen (HotWeb, 2006)

Complexity Scalable 2 : 1 Resolution Downscaling MPEG-2 to WMV Transcoder with Adaptive Error Compensation. - Guobin Shen; Yuwen He; Wanyong Cao; Shipeng Li 001 (ICME, 2006)

Distributed Segment Tree: Support of Range Query and Cover Query over DHT. - Changxi Zheng; Guobin Shen; Shipeng Li 001; Scott Shenker (IPTPS, 2006)

Complexity scalable MPEG-2 to WMV transcoder with adaptive error compensation. - Guobin Shen; Yuwen He; Wanyong Cao; Shipeng Li 001 (ISCAS, 2006)

Error-Resilient Unequal Error Protection of Fine Granularity Scalable Video Bitstreams. - Hua Cai; Bing Zeng; Guobin Shen; Zixiang Xiong; Shipeng Li 001 (EURASIP J. Adv. Signal Process., 2006)

MPEG-2 to WMV Transcoder With Adaptive Error Compensation and Dynamic Switches. - Guobin Shen; Yuwen He; Wanyong Cao; Shipeng Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2006)

Drift-free switching of compressed video bitstreams at predictive frames. - Xiaoyan Sun 001; Feng Wu 001; Shipeng Li 001; Guobin Shen; Wen Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2006)

LiPS: Efficient P2P Search Scheme with Novel Link Prediction Techniques. - Yaodong Zhang; Guobin Shen; Yong Yu 001 (ICC, 2007)

HPTP: Relieving the Tension between ISPs and P2P. - Guobin Shen; Ye Wang; Yongqiang Xiong; Ben Y. Zhao; Zhi-Li Zhang (IPTPS, 2007)

MobiUS: enable together-viewing video experience across two mobile devices. - Guobin Shen; Yanlin Li; Yongguang Zhang (MobiSys, 2007)

A BeepBeep ranging system on mobile phones. - Chunyi Peng 001; Guobin Shen; Zheng Han; Yongguang Zhang; Yanlin Li; Kun Tan (SenSys, 2007)

BeepBeep: a high accuracy acoustic ranging system using COTS mobile devices. - Chunyi Peng 001; Guobin Shen; Yongguang Zhang; Yanlin Li; Kun Tan (SenSys, 2007)

Multimedia Networking. - Guobin Shen; Jianfei Cai 001 (Adv. Multim., 2007)

Optimized streaming media proxy and its applications. - Hui Guo; Guobin Shen; Zhiguang Wang; Shipeng Li 001 (J. Netw. Comput. Appl., 2007)

Probabilistic prefetching scheme for P2P VoD applications with frequent seeks. - Yifeng He; Guobin Shen; Yongqiang Xiong; Ling Guan (ISCAS, 2008)

Experimental Study of Broadcatching in BitTorrent. - Zengbin Zhang; Yuan Lin; Yang Chen 001; Yongqiang Xiong; Jacky Shen; Hongqiang Liu; Beixing Deng; Xing Li 001 (CCNC, 2009)

Point&Connect: intention-based device pairing for mobile phone users. - Chunyi Peng 001; Guobin Shen; Yongguang Zhang; Songwu Lu (MobiSys, 2009)

Optimal Prefetching Scheme in P2P VoD Applications With Guided Seeks. - Yifeng He; Guobin Shen; Yongqiang Xiong; Ling Guan (IEEE Trans. Multim., 2009)

WIND: A scalable and lightweight network topology service for peer-to-peer applications. - Hongqiang Liu; Yongqiang Xiong; CongXiao Bao; Xing Li 001; Guobin Shen; Dan Li 001 (NOMS, 2010)

SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. - Dezhi Hong; Ben Zhang 003; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; Guobin Shen; Xiaofan Jiang 001; John A. Stankovic (IPSN, 2012)

DozyAP: power-efficient Wi-Fi tethering. - Hao Han; Yunxin Liu 001; Guobin Shen; Yongguang Zhang; Qun Li 001 (MobiSys, 2012)

Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring. - Pan Hu 003; Guobin Shen; Xiaofan Jiang 001; Shao-fu Shih; Donghuan Lu; Feng Zhao 001; Dezhi Hong; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; John A. Stankovic (SenSys, 2012)

MusicalHeart: a hearty way of listening to music. - S. M. Shahriar Nirjon; Robert F. Dickerson; Qiang Li 025; Philip Asare; John A. Stankovic; Dezhi Hong; Ben Zhang 003; Xiaofan Jiang 001; Guobin Shen; Feng Zhao 001 (SenSys, 2012)

Genius-on-the-go: FM radio based proximity sensing and audio information sharing. - Jiao Wang; Fang Cheng; Jiangshan Wang; Guobin Shen; Xiaofan Jiang 001 (SenSys, 2012)

BeepBeep: A high-accuracy acoustic-based system for ranging and localization using COTS devices. - Chunyi Peng 001; Guobin Shen; Yongguang Zhang (ACM Trans. Embed. Comput. Syst., 2012)

Pharos: enable physical analytics through visible light based indoor localization. - Pan Hu 003; Liqun Li; Chunyi Peng 001; Guobin Shen; Feng Zhao 001 (HotNets, 2013)

WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios. - He Wang 008; Zhiyang Wang; Guobin Shen; Fan Li 007; Song Han; Feng Zhao 001 (INFOCOM, 2013)

Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones. - Dezhi Hong; S. M. Shahriar Nirjon; John A. Stankovic; David J. Stone; Guobin Shen (IPSN, 2013)

ViRi: view it right. - Pan Hu 003; Guobin Shen; Liqun Li; Donghuan Lu (MobiSys, 2013)

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. - S. M. Shahriar Nirjon; Robert F. Dickerson; Philip Asare; Qiang Li 025; Dezhi Hong; John A. Stankovic; Pan Hu 003; Guobin Shen; Xiaofan Jiang 001 (MobiSys, 2013)

Walkie-Markie: Indoor Pathway Mapping Made Easy. - Guobin Shen; Zhuo Chen; Peichao Zhang; Thomas Moscibroda; Yongguang Zhang (NSDI, 2013)

sMFCC: exploiting sparseness in speech for fast acoustic feature extraction on mobile devices - a feasibility study. - S. M. Shahriar Nirjon; Robert F. Dickerson; John A. Stankovic; Guobin Shen; Xiaofan Jiang 001 (HotMobile, 2013)

InFrame: Multiflexing Full-Frame Visible Communication Channel for Humans and Devices. - Anran Wang 002; Chunyi Peng 001; Ouyang Zhang; Guobin Shen; Bing Zeng (HotNets, 2014)

Strata: layered coding for scalable visual communication. - Wenjun Hu; Jingshu Mao; Zihui Huang; Yiqing Xue; Junfeng She; Kaigui Bian; Guobin Shen (MobiCom, 2014)

Experiencing and handling the diversity in data density and environmental locality in an indoor positioning service. - Liqun Li; Guobin Shen; Chunshui Zhao; Thomas Moscibroda; Jyh-Han Lin; Feng Zhao 001 (MobiCom, 2014)

Enhancing reliability to boost the throughput over screen-camera links. - Anran Wang 002; Shuai Ma 001; Chunming Hu; Jinpeng Huai; Chunyi Peng 001; Guobin Shen (MobiCom, 2014)

Demo: a robust barcode system for data transmissions over screen-camera links. - Anran Wang 002; Shuai Ma 001; Chunming Hu; Jinpeng Huai; Chunyi Peng 001; Guobin Shen (MobiCom, 2014)

Demo: instant phone attitude estimation and its applications. - Pengfei Zhou; Weiming Chan; Shiqi Jiang; Jiajue Ou; Mo Li 001; Guobin Shen (MobiCom, 2014)

Use it free: instantly knowing your phone attitude. - Pengfei Zhou; Mo Li 001; Guobin Shen (MobiCom, 2014)

Epsilon: A Visible Light Based Positioning System. - Liqun Li; Pan Hu 003; Chunyi Peng 001; Guobin Shen; Feng Zhao 001 (NSDI, 2014)

Privacy.tag: privacy concern expressed and respected. - Cheng Bo; Guobin Shen; Jie Liu 001; Xiang-Yang Li 001; Yongguang Zhang; Feng Zhao 001 (SenSys, 2014)

Design, Realization, and Evaluation of DozyAP for Power-Efficient Wi-Fi Tethering. - Hao Han; Yunxin Liu 001; Guobin Shen; Yongguang Zhang; Qun Li 001; Chiu C. Tan 001 (IEEE/ACM Trans. Netw., 2014)

Contextual-code: Simplifying information pulling from targeted sources in physical world. - Yang Tian; Kaigui Bian; Guobin Shen; Xiaochen Liu; Xiaoguang Li; Thomas Moscibroda (INFOCOM, 2015)

UniDrive: Synergize Multiple Consumer Cloud Storage Services. - Haowen Tang; Fangming Liu; Guobin Shen; Yuchen Jin; Chuanxiong Guo (Middleware, 2015)

Demo: Achieving Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication. - Anran Wang 002; Zhuoran Li; Gan Fang; Chunyi Peng 001; Guobin Shen; Bing Zeng (MobiSys, 2015)

InFrame++: Achieve Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication. - Anran Wang 002; Zhuoran Li; Chunyi Peng 001; Guobin Shen; Gan Fang; Bing Zeng (MobiSys, 2015)

Retro-VLC: Enabling Battery-free Duplex Visible Light Communication for Mobile and IoT Applications. - Jiangtao Li; Angli Liu; Guobin Shen; Liqun Li; Chao Sun; Feng Zhao 001 (HotMobile, 2015)

Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing. - Yuanchao Shu; Cheng Bo; Guobin Shen; Chunshui Zhao; Liqun Li; Feng Zhao 001 (IEEE J. Sel. Areas Commun., 2015)

IODetector: A Generic Service for Indoor/Outdoor Detection. - Mo Li 001; Pengfei Zhou; Yuanqing Zheng; Zhenjiang Li; Guobin Shen (ACM Trans. Sens. Networks, 2015)

AMIL: Localizing neighboring mobile devices through a simple gesture. - Hao Han; Shanhe Yi; Qun Li 001; Guobin Shen; Yunxin Liu 001; Edmund Novak (INFOCOM Workshops, 2016)

TennisMaster: an IMU-based online serve performance evaluation system. - Disheng Yang; Jian Tang; Yang Huang; Chao Xu; Jinyang Li 004; Liang Hu; Guobin Shen; Chieh-Jan Mike Liang; Hengchang Liu (AH, 2017)

Poster: A VLC Solution for Smart Parking. - Yang Shen; Guojun Chen; Xieyang Xu; Chenren Xu; Guobin Shen; Jiaji Li (MobiCom, 2017)

PassiveVLC: Enabling Practical Visible Light Backscatter Communication for Battery-free IoT Applications. - Xieyang Xu; Yang Shen; Junrui Yang 001; Chenren Xu; Guobin Shen; Guojun Chen; Yunzhe Ni (MobiCom, 2017)

Travi-Navi: Self-Deployable Indoor Navigation System. - Yuanqing Zheng; Guobin Shen; Liqun Li; Chunshui Zhao; Mo Li 001; Feng Zhao 001 (IEEE/ACM Trans. Netw., 2017)

Enabling Low-power Duplex Visible Light Communication. - Angli Liu; Jiangtao Li; Guobin Shen; Chao Sun; Liqun Li; Feng Zhao 001 (CoRR, 2018)

FPGA-Based Neural Network Acceleration for Handwritten Digit Recognition. - Guobin Shen; Jindong Li 001; Zhi Zhou 006; Xiang Chen 007 (IoTaaS, 2020)

Renovating road signs for infrastructure-to-vehicle networking: a visible light backscatter communication and networking approach. - Purui Wang; Lilei Feng; Guojun Chen; Chenren Xu; Yue Wu; Kenuo Xu; Guobin Shen; Kuntai Du; Gang Huang 001; Xuanzhe Liu (MobiCom, 2020)

Joint Stacked Hourglass Network and Salient Region Attention Refinement for Robust Face Alignment. - Junfeng Zhang; Haifeng Hu 001; Guobin Shen (ACM Trans. Multim. Comput. Commun. Appl., 2020)

GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization. - Han Zheng; Yan Zhang; Lan Zhang 002; Hao Xia; Shaojie Bai; Guobin Shen; Tian He 001; Xiangyang Li 001 (ICPADS, 2021)

Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (CoRR, 2021)

ANTIGONE: Accurate Navigation Path Caching in Dynamic Road Networks leveraging Route APIs. - Xiaojing Yu; Xiang-Yang Li 001; Jing Zhao; Guobin Shen; Nikolaos M. Freris; Lan Zhang 002 (INFOCOM, 2022)

Experience: adopting indoor outdoor detection in on-demand food delivery business. - Pengfei Zhou; Yi Ding 011; Yang Li 141; Mo Li 001; Guobin Shen; Tian He 001 (MobiCom, 2022)

EventMix: An Efficient Augmentation Strategy for Event-Based Data. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (CoRR, 2022)

Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (Patterns, 2022)

LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications. - Huatao Xu; Pengfei Zhou; Rui Tan 001; Mo Li 001; Guobin Shen (GetMobile Mob. Comput. Commun., 2022)

Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks. - Bing Han 010; Feifei Zhao; Yi Zeng 001; Wenxuan Pan; Guobin Shen (IJCAI, 2023)

Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition. - Yiting Dong; Yang Li 141; Dongcheng Zhao; Guobin Shen; Yi Zeng 001 (NeurIPS, 2023)

FireFly: A High-Throughput and Reconfigurable Hardware Accelerator for Spiking Neural Networks. - Jindong Li 001; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Zeng Yi (CoRR, 2023)

Improving the Performance of Spiking Neural Networks on Event-based Datasets with Knowledge Transfer. - Xiang He 004; Dongcheng Zhao; Yang Li 141; Guobin Shen; Qingqun Kong; Yi Zeng 001 (CoRR, 2023)

Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks. - Wenxuan Pan; Feifei Zhao; Guobin Shen; Bing Han 010; Yi Zeng 001 (CoRR, 2023)

Dive into the Power of Neuronal Heterogeneity. - Guobin Shen; Dongcheng Zhao; Yiting Dong; Yang Li 141; Yi Zeng 001 (CoRR, 2023)

Bullying10K: A Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition. - Yiting Dong; Yang Li 141; Dongcheng Zhao; Guobin Shen; Yi Zeng 001 (CoRR, 2023)

Metaplasticity: Unifying Learning and Homeostatic Plasticity in Spiking Neural Networks. - Guobin Shen; Dongcheng Zhao; Yiting Dong; Yang Li 141; Feifei Zhao; Yi Zeng 001 (CoRR, 2023)

Is Conventional SNN Really Efficient? A Perspective from Network Quantization. - Guobin Shen; Dongcheng Zhao; Tenglong Li; Jindong Li 001; Yi Zeng 001 (CoRR, 2023)

Astrocyte-Enabled Advancements in Spiking Neural Networks for Large Language Modeling. - Guobin Shen; Dongcheng Zhao; Yiting Dong; Yang Li 141; Jindong Li 001; Kang Sun; Yi Zeng 001 (CoRR, 2023)

BrainCog: A spiking neural network based, brain-inspired cognitive intelligence engine for brain-inspired AI and brain simulation. - Yi Zeng 001; Dongcheng Zhao; Feifei Zhao; Guobin Shen; Yiting Dong; Enmeng Lu; Qian Zhang 080; Yinqian Sun; Qian Liang; Yuxuan Zhao 002; Zhuoya Zhao; Hongjian Fang; et al. (Patterns, 2023)

FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization. - Jindong Li 001; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (IEEE Trans. Very Large Scale Integr. Syst., 2023)

EventMix: An efficient data augmentation strategy for event-based learning. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (Inf. Sci., 2023)

An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain. - Xiang He 004; Dongcheng Zhao; Yang Li 141; Guobin Shen; Qingqun Kong; Yi Zeng 001 (AAAI, 2024)

Enhancing Few-Shot Learning in Spiking Neural Networks Through Hebbian-Augmented Associative Memory. - Weiyi Li; Dongcheng Zhao; Yiting Dong; Guobin Shen; Yi Zeng 001 (BICS (1), 2024)

Are Conventional SNNs Really Efficient? A Perspective from Network Quantization. - Guobin Shen; Dongcheng Zhao; Tenglong Li; Jindong Li 001; Yi Zeng 001 (CVPR, 2024)

Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines. - Jindong Li 001; Tenglong Li; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (FPL, 2024)

Enhancing Spiking Transformers with Binary Attention Mechanisms. - Guobin Shen; Dongcheng Zhao; Sicheng Shen; Yi Zeng 001 (Tiny Papers @ ICLR, 2024)

TIM: An Efficient Temporal Interaction Module for Spiking Transformer. - Sicheng Shen; Dongcheng Zhao; Guobin Shen; Yi Zeng 001 (IJCAI, 2024)

CACE-Net: Co-guidance Attention and Contrastive Enhancement for Effective Audio-Visual Event Localization. - Xiang He 004; Xiangxi Liu; Yang Li 141; Dongcheng Zhao; Guobin Shen; Qingqun Kong; Xin Yang 001; Yi Zeng 001 (ACM Multimedia, 2024)

Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction. - Guobin Shen; Dongcheng Zhao; Xiang He 004; Linghao Feng; Yiting Dong; Jihang Wang; Qian Zhang 080; Yi Zeng 001 (NeurIPS, 2024)

Brain-inspired and Self-based Artificial Intelligence. - Yi Zeng 001; Feifei Zhao; Yuxuan Zhao 002; Dongcheng Zhao; Enmeng Lu; Qian Zhang 080; Yuwei Wang; Hui Feng; Zhuoya Zhao; Jihang Wang; Qingqun Kong; Yinqian Sun; et al. (CoRR, 2024)

Neuro-Vision to Language: Image Reconstruction and Language enabled Interaction via Brain Recordings. - Guobin Shen; Dongcheng Zhao; Xiang He 004; Linghao Feng; Yiting Dong; Jihang Wang; Qian Zhang 080; Yi Zeng 001 (CoRR, 2024)

Time Cell Inspired Temporal Codebook in Spiking Neural Networks for Enhanced Image Generation. - Linghao Feng; Dongcheng Zhao; Sicheng Shen; Yiting Dong; Guobin Shen; Yi Zeng 001 (CoRR, 2024)

Brain-Inspired Stepwise Patch Merging for Vision Transformers. - Yong Yu 001; Dongcheng Zhao; Guobin Shen; Yiting Dong; Yi Zeng 001 (CoRR, 2024)

Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models. - Yiting Dong; Guobin Shen; Dongcheng Zhao; Xiang He 004; Yi Zeng 001 (CoRR, 2024)

Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (Neural Networks, 2024)

FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator. - Jindong Li 001; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision. - Yiting Dong; Xiang He 004; Guobin Shen; Dongcheng Zhao; Yang Li 141; Yi Zeng 001 (AAAI, 2025)

StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? - Guobin Shen; Dongcheng Zhao; Aorigele Bao; Xiang He 004; Yiting Dong; Yi Zeng 001 (AAAI, 2025)

Pushing up to the Limit of Memory Bandwidth and Capacity Utilization for Efficient LLM Decoding on Embedded FPGA. - Jindong Li 001; Tenglong Li; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (DATE, 2025)

Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models. - Guobin Shen; Dongcheng Zhao; Yiting Dong; Xiang He 004; Yi Zeng 001 (ICLR, 2025)

AMoS: Autonomous Multimodal POI Standardization without Extra Annotation. - Suyuan Liu; Jingmiao Zhang; Haikuo Yu; Yan Zhang; Yuetian Wang; Guobin Shen; Xiang-Yang Li 001 (INFOCOM, 2025)

Improving stability and performance of spiking neural networks through enhancing temporal consistency. - Dongcheng Zhao; Guobin Shen; Yiting Dong; Yang Li 141; Yi Zeng 001 (Pattern Recognit., 2025)

SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility. - Guobin Shen; Jindong Li 001; Tenglong Li; Dongcheng Zhao; Yi Zeng 001 (CoRR, 2025)

Developmental Plasticity-Inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks. - Bing Han 010; Feifei Zhao; Yi Zeng 001; Guobin Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Enhancing Audio-Visual Spiking Neural Networks through Semantic-Alignment and Cross-Modal Residual Learning. - Xiang He 004; Dongcheng Zhao; Yiting Dong; Guobin Shen; Xin Yang 001; Yi Zeng 001 (CoRR, 2025)

Exploiting High Performance Spiking Neural Networks With Efficient Spiking Patterns. - Guobin Shen; Dongcheng Zhao; Yi Zeng 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible Benchmarking. - Sicheng Shen; Dongcheng Zhao; Linghao Feng; Zeyang Yue; Jindong Li 001; Tenglong Li; Guobin Shen; Yi Zeng 001 (CoRR, 2025)

FireFly-T: High-Throughput Sparsity Exploitation for Spiking Transformer Acceleration with Dual-Engine Overlay Architecture. - Tenglong Li; Jindong Li 001; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (CoRR, 2025)

PandaGuard: Systematic Evaluation of LLM Safety against Jailbreaking Attacks. - Guobin Shen; Dongcheng Zhao; Linghao Feng; Xiang He 004; Jihang Wang; Sicheng Shen; Haibo Tong; Yiting Dong; Jindong Li 001; Xiang Zheng; Yi Zeng 001 (CoRR, 2025)

CVC: A Large-Scale Chinese Value Rule Corpus for Value Alignment of Large Language Models. - Ping Wu; Guobin Shen; Dongcheng Zhao; Yuwei Wang; Yiting Dong; Yu Shi; Enmeng Lu; Feifei Zhao; Yi Zeng 001 (CoRR, 2025)

Hummingbird: A Smaller and Faster Large Language Model Accelerator on Embedded FPGA. - Jindong Li 001; Tenglong Li; Ruiqi Chen; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (CoRR, 2025)

Fine-Grained Safety Neurons with Training-Free Continual Projection to Reduce LLM Fine Tuning Risks. - Bing Han 010; Feifei Zhao; Dongcheng Zhao; Guobin Shen; Ping Wu; Yu Shi; Yi Zeng 001 (CoRR, 2025)

FireFly-S: Exploiting Dual-Side Sparsity for Spiking Neural Networks Acceleration With Reconfigurable Spatial Architecture. - Tenglong Li; Jindong Li 001; Guobin Shen; Dongcheng Zhao; Qian Zhang 080; Yi Zeng 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)