| 2026 | FPGA | Hummingbird+: Advancing FPGA-based LLM Deployment from Research Prototype to Edge Product. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2026 | ISCAS | FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control. | Tenglong Li, Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2026 | SECON | LightRider: Reliable UAV Ground Communication with a Single Laser Tethering Link. | Junjie Wang, Kenuo Xu, Zhe Ou, Zhaofeng Luo, Bo Liang, Muhan Li, Xiaoming Liu, Lingyang Song, Guobin Shen, Xinwei Yao, Chenren Xu |
| 2025 | AAAI | EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision. | Yiting Dong, Xiang He, Guobin Shen, Dongcheng Zhao, Yang Li, Yi Zeng |
| 2025 | AAAI | StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? | Guobin Shen, Dongcheng Zhao, Aorigele Bao, Xiang He, Yiting Dong, Yi Zeng |
| 2025 | DATE | Pushing up to the Limit of Memory Bandwidth and Capacity Utilization for Efficient LLM Decoding on Embedded FPGA. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2025 | ICCAD | Hummingbird: A Smaller and Faster Large Language Model Accelerator on Embedded FPGA. | Jindong Li, Tenglong Li, Ruiqi Chen, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2025 | ICCV | SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility. | Guobin Shen, Jindong Li, Tenglong Li, Dongcheng Zhao, Yi Zeng |
| 2025 | ICLR | Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models. | Guobin Shen, Dongcheng Zhao, Yiting Dong, Xiang He, Yi Zeng |
| 2025 | IJCAI | Brain-Inspired Stepwise Patch Merging for Vision Transformers. | Yonghao Yu, Dongcheng Zhao, Guobin Shen, Yiting Dong, Yi Zeng |
| 2025 | INFOCOM | AMoS: Autonomous Multimodal POI Standardization without Extra Annotation. | Suyuan Liu, Jingmiao Zhang, Haikuo Yu, Yan Zhang, Yuetian Wang, Guobin Shen, Xiang-Yang Li |
| 2025 | IWQoS | Indoor Localization from Large-Scale Poor-Quality Crowdsourcing Wifi Data for On-Demand Delivery. | Kaiwen Guo, Shicheng Zheng, Hao Zhou, Yan Zhang, Keli Yan, Guobin Shen, Haohua Du, Xiang-Yang Li |
| 2025 | MOBICOM | Experience Paper: Adopting Activity Recognition in On-demand Food Delivery Business. | Huatao Xu, Yan Zhang, Wei Gao, Guobin Shen, Mo Li |
| 2024 | AAAI | An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain. | Xiang He, Dongcheng Zhao, Yang Li, Guobin Shen, Qingqun Kong, Yi Zeng |
| 2024 | CVPR | Are Conventional SNNs Really Efficient? A Perspective from Network Quantization. | Guobin Shen, Dongcheng Zhao, Tenglong Li, Jindong Li, Yi Zeng |
| 2024 | FPL | Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2024 | ICLR | Enhancing Spiking Transformers with Binary Attention Mechanisms. | Guobin Shen, Dongcheng Zhao, Sicheng Shen, Yi Zeng |
| 2024 | IJCAI | TIM: An Efficient Temporal Interaction Module for Spiking Transformer. | Sicheng Shen, Dongcheng Zhao, Guobin Shen, Yi Zeng |
| 2023 | IJCAI | Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks. | Bing Han, Feifei Zhao, Yi Zeng, Wenxuan Pan, Guobin Shen |
| 2022 | INFOCOM | ANTIGONE: Accurate Navigation Path Caching in Dynamic Road Networks leveraging Route APIs. | Xiaojing Yu, Xiang-Yang Li, Jing Zhao, Guobin Shen, Nikolaos M. Freris, Lan Zhang |
| 2022 | MOBICOM | Experience: adopting indoor outdoor detection in on-demand food delivery business. | Pengfei Zhou, Yi Ding, Yang Li, Mo Li, Guobin Shen, Tian He |
| 2021 | ICPADS | GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization. | Han Zheng, Yan Zhang, Lan Zhang, Hao Xia, Shaojie Bai, Guobin Shen, Tian He, Xiangyang Li |
| 2021 | SENSYS | LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications. | Huatao Xu, Pengfei Zhou, Rui Tan, Mo Li, Guobin Shen |
| 2020 | MOBICOM | 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, Xuanzhe Liu |
| 2017 | MOBICOM | Poster: A VLC Solution for Smart Parking. | Yang Shen, Guojun Chen, Xieyang Xu, Chenren Xu, Guobin Shen, Jiaji Li |
| 2017 | MOBICOM | PassiveVLC: Enabling Practical Visible Light Backscatter Communication for Battery-free IoT Applications. | Xieyang Xu, Yang Shen, Junrui Yang, Chenren Xu, Guobin Shen, Guojun Chen, Yunzhe Ni |
| 2016 | INFOCOM | AMIL: Localizing neighboring mobile devices through a simple gesture. | Hao Han, Shanhe Yi, Qun Li, Guobin Shen, Yunxin Liu, Edmund Novak |
| 2016 | INFOCOM | AMIL: Localizing neighboring mobile devices through a simple gesture. | Hao Han, Shanhe Yi, Qun Li, Guobin Shen, Yunxin Liu, Edmund Novak |
| 2015 | INFOCOM | Contextual-code: Simplifying information pulling from targeted sources in physical world. | Yang Tian, Kaigui Bian, Guobin Shen, Xiaochen Liu, Xiaoguang Li, Thomas Moscibroda |
| 2015 | Middleware | UniDrive: Synergize Multiple Consumer Cloud Storage Services. | Haowen Tang, Fangming Liu, Guobin Shen, Yuchen Jin, Chuanxiong Guo |
| 2015 | Mobisys | Demo: Achieving Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication. | Anran Wang, Zhuoran Li, Gan Fang, Chunyi Peng, Guobin Shen, Bing Zeng |
| 2015 | Mobisys | InFrame++: Achieve Simultaneous Screen-Human Viewing and Hidden Screen-Camera Communication. | Anran Wang, Zhuoran Li, Chunyi Peng, Guobin Shen, Gan Fang, Bing Zeng |
| 2014 | HOTNETS | InFrame: Multiflexing Full-Frame Visible Communication Channel for Humans and Devices. | Anran Wang, Chunyi Peng, Ouyang Zhang, Guobin Shen, Bing Zeng |
| 2014 | MOBICOM | Strata: layered coding for scalable visual communication. | Wenjun Hu, Jingshu Mao, Zihui Huang, Yiqing Xue, Junfeng She, Kaigui Bian, Guobin Shen |
| 2014 | MOBICOM | 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 |
| 2014 | MOBICOM | Enhancing reliability to boost the throughput over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2014 | MOBICOM | Demo: a robust barcode system for data transmissions over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2014 | MOBICOM | Travi-Navi: self-deployable indoor navigation system. | Yuanqing Zheng, Guobin Shen, Liqun Li, Chunshui Zhao, Mo Li, Feng Zhao |
| 2014 | MOBICOM | Demo: instant phone attitude estimation and its applications. | Pengfei Zhou, Weiming Chan, Shiqi Jiang, Jiajue Ou, Mo Li, Guobin Shen |
| 2014 | MOBICOM | Use it free: instantly knowing your phone attitude. | Pengfei Zhou, Mo Li, Guobin Shen |
| 2014 | NSDI | Epsilon: A Visible Light Based Positioning System. | Liqun Li, Pan Hu, Chunyi Peng, Guobin Shen, Feng Zhao |
| 2014 | SENSYS | Privacy.tag: privacy concern expressed and respected. | Cheng Bo, Guobin Shen, Jie Liu, Xiang-Yang Li, Yongguang Zhang, Feng Zhao |
| 2013 | HOTNETS | Pharos: enable physical analytics through visible light based indoor localization. | Pan Hu, Liqun Li, Chunyi Peng, Guobin Shen, Feng Zhao |
| 2013 | INFOCOM | WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios. | He Wang, Zhiyang Wang, Guobin Shen, Fan Li, Song Han, Feng Zhao |
| 2013 | Mobisys | ViRi: view it right. | Pan Hu, Guobin Shen, Liqun Li, Donghuan Lu |
| 2013 | Mobisys | Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. | S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John A. Stankovic, Pan Hu, Guobin Shen, Xiaofan Jiang |
| 2013 | NSDI | Walkie-Markie: Indoor Pathway Mapping Made Easy. | Guobin Shen, Zhuo Chen, Peichao Zhang, Thomas Moscibroda, Yongguang Zhang |
| 2012 | Mobisys | DozyAP: power-efficient Wi-Fi tethering. | Hao Han, Yunxin Liu, Guobin Shen, Yongguang Zhang, Qun Li |
| 2012 | SENSYS | Septimu | Pan Hu, Guobin Shen, Xiaofan Jiang, Shao-fu Shih, Donghuan Lu, Feng Zhao, Dezhi Hong, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, John A. Stankovic |
| 2012 | SENSYS | MusicalHeart: a | S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao |
| 2012 | SENSYS | Genius-on-the-go: FM radio based proximity sensing and audio information sharing. | Jiao Wang, Fang Cheng, Jiangshan Wang, Guobin Shen, Xiaofan Jiang |
| 2012 | SENSYS | IODetector: a generic service for indoor outdoor detection. | Pengfei Zhou, Yuanqing Zheng, Zhenjiang Li, Mo Li, Guobin Shen |
| 2012 | SENSYS | IODetector: a generic service for indoor outdoor detection. | Pengfei Zhou, Yuanqing Zheng, Zhenjiang Li, Mo Li, Guobin Shen |
| 2010 | NOMS | WIND: A scalable and lightweight network topology service for peer-to-peer applications. | Hongqiang Liu, Yongqiang Xiong, CongXiao Bao, Xing Li, Guobin Shen, Dan Li |
| 2009 | Mobisys | Point&Connect: intention-based device pairing for mobile phone users. | Chunyi Peng, Guobin Shen, Yongguang Zhang, Songwu Lu |
| 2008 | ISCAS | Probabilistic prefetching scheme for P2P VoD applications with frequent seeks. | Yifeng He, Guobin Shen, Yongqiang Xiong, Ling Guan |
| 2007 | Mobisys | MobiUS: enable together-viewing video experience across two mobile devices. | Guobin Shen, Yanlin Li, Yongguang Zhang |
| 2007 | SENSYS | A BeepBeep ranging system on mobile phones. | Chunyi Peng, Guobin Shen, Zheng Han, Yongguang Zhang, Yanlin Li, Kun Tan |
| 2007 | SENSYS | BeepBeep: a high accuracy acoustic ranging system using COTS mobile devices. | Chunyi Peng, Guobin Shen, Yongguang Zhang, Yanlin Li, Kun Tan |
| 2006 | ISCAS | Complexity scalable MPEG-2 to WMV transcoder with adaptive error compensation. | Guobin Shen, Yuwen He, Wanyong Cao, Shipeng Li |
| 2005 | ISCAS | Techniques for efficient DCT/IDCT implementation on generic GPU. | Bo Fang, Guobin Shen, Shipeng Li, Huifang Chen |
| 2004 | ICASSP | Color space compatible coding framework for YUV422 video coding. | Lujun Yuan, Guobin Shen, Feng Wu, Shipeng Li, Wen Gao |
| 2003 | ICASSP | Accelerating video decoding using GPU. | Guobin Shen, Lihua Zhu, Shipeng Li, Heung-Yeung Shum, Ya-Qin Zhang |
| 2002 | ICIP | Optimal rate allocation for macroblock-based progressive fine granularity scalable video coding. | Hua Cai, Guobin Shen, Shipeng Li, Bing Zeng |
| 2002 | ICIP | Enhancing multimedia streaming performance through peer-paired collaboration. | Hao Wang, Guobin Shen, Shipeng Li, Yuzhuo Zhong |
| 2002 | ISCAS | An optimal packetization scheme for fine granularity scalable bitstream. | Hua Cai, Guobin Shen, Zixiang Xiong, Shipeng Li, Bing Zeng |
| 2002 | ISCAS | Rate-distortion optimization of macroblock-based progressive fine granularity scalable video codec. | Xiaodong Fan, Guobin Shen, Shipeng Li, Trac D. Tran, Ya-Qin Zhang |
| 2002 | ISCAS | Efficient error recovery techniques in a novel multimedia streaming framework with peer-paired collaboration. | Hao Wang, Guobin Shen, Shipeng Li, Yuzhuo Zhong |
| 2001 | ISCAS | Transcoder with arbitrarily resizing capability. | Guobin Shen, Bing Zeng, Ya-Qin Zhang, Ming L. Liou |
| 2000 | ISCAS | Achieving optimal rate-distortion performance in arbitrarily-shaped transform coding. | Guobin Shen, Bing Zeng, Ming Lei Liou |
| 2000 | ISCAS | An efficient hybrid arbitrarily-shaped object coding technique. | Guobin Shen, Bing Zeng, Ming Lei Liou |
| 2000 | ISCAS | Optimizing the MPEG-4 encoder-advanced diamond zonal search. | Alexis M. Tourapis, Oscar C. Au, Ming L. Liou, Guobin Shen, Ishfaq Ahmad |
| 2000 | VCIP | Syntax-constrained rate-distortion optimization for DCT-based image encoding methods. | Guobin Shen, Alexis M. Tourapis, Ming L. Liou |
| 2000 | VCIP | New predictive diamond search algorithm for block-based motion estimation. | Alexis M. Tourapis, Guobin Shen, Ming L. Liou, Oscar C. Au, Ishfaq Ahmad |
| 1999 | ICIP | A New Padding Technique for Coding of Arbitrarily-Shaped Iamge/Video Segments. | Guobin Shen, Bing Zeng, Ming L. Liou |
| 1999 | ICIP | An Advanced Zonal Block Based Algorithm for Motion Estimation. | Alexis M. Tourapis, Oscar C. Au, Ming L. Liou, Guobin Shen |