Xuefeng Du

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Palmprint Recognition

Diffusion Models

Top Venues

Publications

Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? CoRR (2024)
Xuefeng Du, Yiyou Sun, Yixuan Li
When and How Does In-Distribution Label Help Out-of-Distribution Detection? CoRR (2024)
Sheriff Issaka, Zhaoyi Zhang, Mihir Heda, Keyi Wang, Yinka Ajibola, Ryan DeMar, Xuefeng Du
The Ghanaian NLP Landscape: A First Look. CoRR (2024)
Xuefeng Du, Zhen Fang, Ilias Diakonikolas, Yixuan Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection? ICLR (2024)
Leitian Tao, Xuefeng Du, Xiaojin Zhu, Yixuan Li
Non-Parametric Outlier Synthesis. CoRR (2023)
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection. ICML (2023)
Xuefeng Du, Tian Bian, Yu Rong, Bo Han, Tongliang Liu, Tingyang Xu, Wenbing Huang, Yixuan Li, Junzhou Huang
Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions. Trans. Mach. Learn. Res. 2023 (2023)
Xuefeng Du, Yiyou Sun, Xiaojin Zhu, Yixuan Li
Dream the Impossible: Outlier Imagination with Diffusion Models. CoRR (2023)
Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li
OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection. CoRR (2023)
Xuefeng Du, Yiyou Sun, Jerry Zhu, Yixuan Li
Dream the Impossible: Outlier Imagination with Diffusion Models. NeurIPS (2023)
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D. Nowak, Yixuan Li
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection. CoRR (2023)
Fengqi Li, Hui Xu, Qingqing Song, Lupeng Zhang, Xuefeng Du, Ning Tong, Deguang Wang
BLMA: Editable Blockchain-Based Lightweight Massive IIoT Device Authentication Protocol. IEEE Internet Things J. 10 (24) (2023)
Leitian Tao, Xuefeng Du, Jerry Zhu, Yixuan Li
Non-parametric Outlier Synthesis. ICLR (2023)
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild. CVPR (2022)
Pengtao Xie, Xuefeng Du
Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search. CVPR (2022)
Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li
VOS: Learning What You Don't Know by Virtual Outlier Synthesis. CoRR (2022)
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection. NeurIPS (2022)
Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li
VOS: Learning What You Don't Know by Virtual Outlier Synthesis. ICLR (2022)
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection. CoRR (2022)
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild. CoRR (2022)
Xuefeng Du, Gabriel Gozum, Yifei Ming, Yixuan Li
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects. NeurIPS (2022)
Huikai Shao, Dexing Zhong, Xuefeng Du, Shaoyi Du, Raymond N. J. Veldhuis
Few-Shot Learning for Palmprint Recognition via Meta-Siamese Network. IEEE Trans. Instrum. Meas. 70 (2021)
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric Po Xing, Min Xu
Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography. CoRR (2021)
Xuefeng Du, Jingfeng Zhang, Bo Han, Tongliang Liu, Yu Rong, Gang Niu, Junzhou Huang, Masashi Sugiyama
Learning Diverse-Structured Networks for Adversarial Robustness. ICML (2021)
Xuefeng Du, Dexing Zhong, Huikai Shao
Cross-Domain Palmprint Recognition via Regularized Adversarial Domain Adaptive Hashing. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Xuefeng Du, Jingfeng Zhang, Bo Han, Tongliang Liu, Yu Rong, Gang Niu, Junzhou Huang, Masashi Sugiyama
Learning Diverse-Structured Networks for Adversarial Robustness. CoRR (2021)
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric P. Xing, Min Xu
Active learning to classify macromolecular structures in situ for less supervision in cryo-electron tomography. Bioinform. 37 (16) (2021)
Xuefeng Du, Chenhan Jiang, Hang Xu, Gengwei Zhang, Zhenguo Li
How to Save your Annotation Cost for Panoptic Segmentation? AAAI (2021)
Huikai Shao, Dexing Zhong, Xuefeng Du
A deep biometric hash learning framework for three advanced hand-based biometrics. IET Biom. 10 (3) (2021)
Xuefeng Du, Tian Bian, Yu Rong, Bo Han, Tongliang Liu, Tingyang Xu, Wenbing Huang, Junzhou Huang
PI-GNN: A Novel Perspective on Semi-Supervised Node Classification against Noisy Labels. CoRR (2021)
Huikai Shao, Dexing Zhong, Xuefeng Du
Deep Distillation Hashing for Unconstrained Palmprint Recognition. IEEE Trans. Instrum. Meas. 70 (2021)
Xuefeng Du, Pengtao Xie
Learning by Passing Tests, with Application to Neural Architecture Search. CoRR (2020)
Huikai Shao, Dexing Zhong, Xuefeng Du
Towards Efficient Unconstrained Palmprint Recognition via Deep Distillation Hashing. CoRR (2020)
Pengtao Xie, Xuefeng Du, Hao Ban
Skillearn: Machine Learning Inspired by Humans' Learning Skills. CoRR (2020)
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding. CoRR (2020)
Xuefeng Du, Pengtao Xie
Small-Group Learning, with Application to Neural Architecture Search. CoRR (2020)
Lin Lan, Pinghui Wang, Xuefeng Du, Kaikai Song, Jing Tao, Xiaohong Guan
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding. NeurIPS (2020)
Huikai Shao, Dexing Zhong, Xuefeng Du
Effective deep ensemble hashing for open-set palmprint recognition. J. Electronic Imaging 29 (1) (2020)
Huikai Shao, Dexing Zhong, Xuefeng Du
Efficient Deep Palmprint Recognition via Distilled Hashing Coding. CVPR Workshops (2019)
Xuefeng Du, Dexing Zhong, Huikai Shao
Building an Active Palmprint Recognition System. ICIP (2019)
Dexing Zhong, Xuefeng Du, Kuncai Zhong
Decade progress of palmprint recognition: A brief survey. Neurocomputing 328 (2019)
Xuefeng Du, Dexing Zhong, Huikai Shao
Continual Palmprint Recognition Without Forgetting. ICIP (2019)
Xuefeng Du, Xiangrui Zeng, Bo Zhou, Alex Singh, Min Xu
Open-set Recognition of Unseen Macromolecules in Cellular Electron Cryo-Tomograms by Soft Large Margin Centralized Cosine Loss. BMVC (2019)
Dexing Zhong, Huikai Shao, Xuefeng Du
A Hand-Based Multi-Biometrics via Deep Hashing Network and Biometric Graph Matching. IEEE Trans. Inf. Forensics Secur. 14 (12) (2019)
Xuefeng Du, Dexing Zhong, Pengna Li
Low-Shot Palmprint Recognition Based on Meta-Siamese Network. ICME (2019)
Ilja Gubins, Gijs van der Schot, Remco C. Veltkamp, Friedrich Förster, Xuefeng Du, Xiangrui Zeng, Zhenxi Zhu, Lufan Chang, Min Xu, Emmanuel Moebel, Antonio Martínez-Sánchez, Charles Kervrann, Tuan Manh Lai, Xusi Han, Genki Terashi, Daisuke Kihara, Benjamin A. Himes, Xiaohua Wan, Jingrong Zhang, Shan Gao, Yu Hao, Zhilong Lv, Xiaohua Wan, Zhidong Yang, Zijun Ding, Xuefeng Cui, Fa Zhang
Classification in Cryo-Electron Tomograms. 3DOR@Eurographics (2019)
Siyuan Liu, Xuefeng Du, Rong Xi, Fuya Xu, Xiangrui Zeng, Bo Zhou, Min Xu
Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier. BMVC (2019)
Huikai Shao, Dexing Zhong, Xuefeng Du
Cross-Domain Palmprint Recognition Based on Transfer Convolutional Autoencoder. ICIP (2019)
Dexing Zhong, Yuan Yang, Xuefeng Du
Palmprint Recognition Using Siamese Network. CCBR (2018)
Dexing Zhong, Shuming Liu, Wenting Wang, Xuefeng Du
Palm Vein Recognition with Deep Hashing Network. PRCV (1) (2018)
Xuefeng Du, Xiaodong Yan
Tracking and Analysis of Hot Words and Posts for University Campus. ISCTCS (2014)
Wenju Zhang, Xuefeng Du, Fanyuan Ma, Jun Zhang, Jianhua Shen
DDGrid: Harness the Full Power of Supercomputing Systems. GCC Workshops (2006)