Junfeng Guo

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 42

Top Topics

Face Recognition

Reinforcement Learning

Top Venues

Publications

Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. ACL (Findings) (2024)
Yihan Wu, Ruibo Chen, Zhengmian Hu, Yanshuo Chen, Junfeng Guo, Hongyang Zhang, Heng Huang
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions. CoRR (2024)
Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt. CoRR (2024)
Jianqi Liu, Jianguo Zhao, Junfeng Guo, Caifeng Zou, Xiuwen Yin, Xiaochun Cheng, Fazlullah Khan
Automatic Background Filtering for Cooperative Perception Using Roadside LiDAR. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Yuting Zhao, Junfeng Guo
Integrated study reveals mechanism of Tripterygium Wilfordii against cholangiocarcinoma based on bioinformatics approaches and molecular dynamics simulation. Comput. Biol. Chem. 109 (2024)
Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. CoRR (2024)
Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. NeurIPS (2023)
Lixu Wang, Chenxi Liu, Junfeng Guo, Jiahua Dong, Xiao Wang, Heng Huang, Qi Zhu
Federated Continual Novel Class Learning. CoRR (2023)
Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu
Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition. CVPR (2023)
Junfeng Guo, Ang Li, Lixu Wang, Cong Liu
PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning. ICCV (2023)
Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu
Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition. CoRR (2023)
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency. ICLR (2023)
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency. CoRR (2023)
Hanqing Guo, Xun Chen, Junfeng Guo, Li Xiao, Qiben Yan
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems. CoRR (2023)
Hanqing Guo, Xun Chen, Junfeng Guo, Li Xiao, Qiben Yan
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems. MobiCom (2023)
Yiming Li, Mingyan Zhu, Junfeng Guo, Tao Wei, Shu-Tao Xia, Zhan Qin
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger. CoRR (2023)
Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. CoRR (2023)
Junfeng Guo, Ang Li, Cong Liu
Backdoor Detection in Reinforcement Learning. CoRR (2022)
Xin Dong, Junfeng Guo, Ang Li, Wei-Te Ting, Cong Liu, H. T. Kung
Neural Mean Discrepancy for Efficient Out-of-Distribution Detection. CVPR (2022)
Junfeng Guo, Ang Li, Cong Liu
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis. ICLR (2022)
Xiaowu Li, Chuying Yu, Junfeng Guo
Multi-Image Encryption Method via Computational Integral Imaging Algorithm. Entropy 24 (7) (2022)
Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu
Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition. IJCAI (2021)
Junfeng Guo, Ang Li, Cong Liu
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis. CoRR (2021)
Xin Dong, Junfeng Guo, Wei-Te Ting, H. T. Kung
Lightweight Detection of Out-of-Distribution and Adversarial Samples via Channel Mean Discrepancy. CoRR (2021)
Junfeng Guo, Yaswanth Yadlapalli, Lothar Thiele, Ang Li, Cong Liu
PredCoin: Defense against Query-based Hard-label Attack. CoRR (2021)
Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu
Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition. CoRR (2021)
Zelun Kong, Yaswanth Yadlapalli, Soroush Bateni, Junfeng Guo, Cong Liu
LINTS^RT: A Learning-driven Testbed for Intelligent Scheduling in Embedded Systems. CoRR (2020)
Junfeng Guo, Pengfei Zheng
A Method of Rolling Bearing Fault Diagnose Based on Double Sparse Dictionary and Deep Belief Network. IEEE Access 8 (2020)
Junfeng Guo, Cong Liu
Practical Poisoning Attacks on Neural Networks. ECCV (27) (2020)
Zhongnan Qu, Cong Liu, Junfeng Guo, Lothar Thiele
Deep Partial Updating. CoRR (2020)
Junfeng Guo, Zelun Kong, Cong Liu
PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks. CoRR (2020)
Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network. CoRR (2020)
Zelun Kong, Junfeng Guo, Ang Li, Cong Liu
PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving. CVPR (2020)
Junfeng Guo, Ishtiaq Ahmad, KyungHi Chang
Classification, positioning, and tracking of drones by HMM using acoustic circular microphone array beamforming. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Husheng Zhou, Wei Li, Zelun Kong, Junfeng Guo, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu
DeepBillboard: systematic physical-world testing of autonomous driving systems. ICSE (2020)
Bingrui Bao, Junfeng Guo, Baokun Zhang, Fanli Zhou
Frequency Response Estimation Method for Modelica Model and Frequency Estimation Toolbox Implementation. Modelica (2019)
Xinyun Wang, Ying Cui, Zhi Liu, Junfeng Guo, Mingyu Yang
Optimal Resource Allocation for Multi-User MEC with Arbitrary Task Arrival Times and Deadlines. ICC (2019)
Junfeng Guo, Xin Li, Ying Tang, Lu Zhang, Tao Gao, Shanguo Huang
An All-Optical Binary Pattern Recognition System Applied in Photonic Firewall based on VPI Simulation. OECC/PSC (2019)
Xin Li, Lu Zhang, Ying Tang, Junfeng Guo, Shanguo Huang
Distributed Sub-Tree-Based Optical Multicasting Scheme in Elastic Optical Data Center Networks. IEEE Access 6 (2018)
Junfeng Guo, Zhaozhe Song, Ying Cui, Zhi Liu, Yusheng Ji
Energy-Efficient Resource Allocation for Multi-User Mobile Edge Computing. GLOBECOM (2017)
Junfeng Guo, Zhaozhe Song, Ying Cui
Energy-Efficient Resource Allocation for Multi-User Mobile Edge Computing. CoRR (2016)
Dakai Jin, Junfeng Guo, Timothy M. Dougherty, Krishna S. Iyer, Eric A. Hoffman, Punam K. Saha
A semi-automatic framework of measuring pulmonary arterial metrics at anatomic airway locations using CT imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Zhiwei Ni, Junfeng Guo, Li Wang, Yazhuo Gao
An Efficient Method for Improving Query Efficiency in Data Warehouse. J. Softw. 6 (5) (2011)
Rudi Deklerck, Junfeng Guo, Ioan Alexandru Salomie, Marek Suliga, Edgard Nyssen, Liu Tao, Danielle Baleriaux, Jan Cornelis
A Method to Construct Flat Maps of the Brain's Surface and its Application. Int. J. Pattern Recognit. Artif. Intell. 20 (5) (2006)
Ye Xu, Milan Sonka, Geoffrey McLennan, Junfeng Guo, Eric A. Hoffman
MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies. IEEE Trans. Medical Imaging 25 (4) (2006)
Junfeng Guo, Joseph M. Reinhardt, Hiroko Kitaoka, Li Zhang, Milan Sonka, Geoffrey McLennan, Eric A. Hoffman
Integrated system for CT-based assessment of parenchymal lung disease. ISBI (2002)
Joseph M. Reinhardt, Junfeng Guo, Li Zhang, D. Bilgen, Shiying Hu, R. Uppaluri, Ryan M. Long, O. I. Saba, Geoffrey McLennan, Milan Sonka, Eric A. Hoffman
Integrated System for Objective Assessment of Global and Regional Lung Structure. MICCAI (2001)
Junfeng Guo, Ioan Alexandru Salomie, Rudi Deklerck, Jan Cornelis
Rendering the Unfolded Cerebral Cortex. MICCAI (1999)