Rui Zhu

47 papers A* 5A 1Misc 2Journal 38Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dawid-Skene-model-based label-noise mitigation for federated learning.
Inf. Sci.
Jia Dong, Rui Zhu, Xinyi Shang, Jing-Hao Xue
2026 J jnl
Federated learning with noisy labels: A comprehensive and concise review of current methodologies and future directions.
Neural Networks
Jia Dong, Rui Zhu, Xinyi Shang, Jing-Hao Xue
2026 J jnl
Fine-Tuning via Linked Domains: A Closed-Form Dual Alignment Mechanism for Transferring Vision-Language Models.
IEEE Trans. Circuits Syst. Video Technol.
Peiyu Lu, Xiaoxu Li, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2026 J jnl
UC-PUAL: A universally consistent classifier of positive-unlabelled data.
Pattern Recognit.
Xiaoke Wang, Rui Zhu, Jing-Hao Xue
2025 J jnl
Clarity in chaos: Boosting few-shot classification through information suppression and sparsification.
Pattern Recognit.
Xiaoxu Li, Luchen Ji, Rui Zhu, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
Denoising Reuse: Exploiting Inter-Frame Motion Consistency for Efficient Video Generation.
IEEE Trans. Circuits Syst. Video Technol.
Chenyu Wang, Shuo Yan, Yixuan Chen, Xianwei Wang, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Rui Zhu, David A. Clifton, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 J jnl
GKF-PUAL: A group kernel-free approach to positive-unlabeled learning with variable selection.
Inf. Sci.
Xiaoke Wang, Rui Zhu, Jing-Hao Xue
2025 Misc conf
Identity-Preserving Diffusion for Face Restoration.
ICASSP
Xiaying Bai, Yuhao Yang, Wenming Yang, Rui Zhu, Jing-Hao Xue
2025 A* conf
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.
ICML
Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 J jnl
PUAL: A classifier on trifurcate positive-unlabelled data.
Neurocomputing
Xiaoke Wang, Xiaochen Yang, Rui Zhu, Jing-Hao Xue
2025 J jnl
Query-Aware Cross-Mixup and Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Zhimin Zhang, Dongliang Chang, Rui Zhu, Xiaoxu Li, Zhanyu Ma, Jing-Hao Xue
2025 J jnl
Rise by Lifting Others: Interacting Features to Uplift Few-Shot Fine-Grained Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Peiyu Lu, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2025 J jnl
SRML: Structure-relation mutual learning network for few-shot image classification.
Pattern Recognit.
Xiaoxu Li, Lang Wang, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2025 J jnl
Selectively Augmented Attention Network for Few-Shot Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Xiangyang Wang, Rui Zhu, Zhanyu Ma, Jie Cao, Jing-Hao Xue
2024 J jnl
A simple scheme to amplify inter-class discrepancy for improving few-shot fine-grained image classification.
Pattern Recognit.
Xiaoxu Li, Zijie Guo, Rui Zhu, Zhanyu Ma, Jun Guo, Jing-Hao Xue
2024 J jnl
Can Large Language Models Be Good Companions?: An LLM-Based Eyewear System with Conversational Common Ground.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zhenyu Xu, Hailin Xu, Zhouyang Lu, Yingying Zhao, Rui Zhu, Yujiang Wang, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
DSR-Diff: Depth map super-resolution with diffusion model.
Pattern Recognit. Lett.
Yuan Shi, Huiyun Cao, Bin Xia, Rui Zhu, Qingmin Liao, Wenming Yang
2024 A* conf
Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction.
AAAI
Qiqi Bao, Zheng Hui, Rui Zhu, Peiran Ren, Xuansong Xie, Wenming Yang
2024 A* conf
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.
NeurIPS
Fang Dong, Mengyi Chen, Jixian Zhou, Yubin Shi, Yixuan Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Xiaochen Yang, Rui Zhu, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2023 J jnl
CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xiangyao Qi, Qi Lu, Wentao Pan, Yingying Zhao, Rui Zhu, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2023 J jnl
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground.
CoRR
Zhenyu Xu, Hailin Xu, Zhouyang Lu, Yingying Zhao, Rui Zhu, Yujiang Wang, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2023 J jnl
DSR-Diff: Depth Map Super-Resolution with Diffusion Model.
CoRR
Yuan Shi, Bin Xia, Rui Zhu, Qingmin Liao, Wenming Yang
2023 J jnl
Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoxu Li, Qi Song, Jijie Wu, Rui Zhu, Zhanyu Ma, Jing-Hao Xue
2023 J jnl
ReNAP: Relation network with adaptiveprototypical learning for few-shot classification.
Neurocomputing
Xiaoxu Li, Yalan Li, Yixiao Zheng, Rui Zhu, Zhanyu Ma, Jing-Hao Xue, Jie Cao
2023 J jnl
Statistical hypothesis testing as a novel perspective of pooling for image quality assessment.
Signal Process. Image Commun.
Rui Zhu, Fei Zhou, Wenming Yang, Jing-Hao Xue
2022 J jnl
Constrained mutual convex cone method for image set based recognition.
Pattern Recognit.
Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui
2022 A* conf
Distilling Resolution-robust Identity Knowledge for Texture-Enhanced Face Hallucination.
ACM Multimedia
Qiqi Bao, Rui Zhu, Bowen Gang, Pengyang Zhao, Wenming Yang, Qingmin Liao
2022 J jnl
Lightweight Single Image Super-Resolution With Similar Feature Fusion Block.
IEEE Access
Zirui Wang, Yunmeng Liu, Rui Zhu, Wenming Yang, Qingmin Liao
2022 A conf
Quality-Oriented Feature Regression for Robust Image Similarity Metric.
ICME
Jingyu Guo, Qiqi Bao, Rui Zhu, Wenming Yang, Qingmin Liao
2022 Misc conf
Sain: Similarity-Aware Video Frame Interpolation.
ICASSP
Yue Lv, Wenming Yang, Wangmeng Zuo, Qingmin Liao, Rui Zhu
2021 J jnl
Generalisations of stochastic supervision models.
Pattern Recognit.
Xiaoou Lu, Yangqi Qiao, Rui Zhu, Guijin Wang, Zhanyu Ma, Jing-Hao Xue
2020 J jnl
A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data.
IEEE Trans. Neural Networks Learn. Syst.
Rui Zhu, Ziyu Wang, Naoya Sogi, Kazuhiro Fukui, Jing-Hao Xue
2020 J jnl
Adjusting the imbalance ratio by the dimensionality of imbalanced data.
Pattern Recognit. Lett.
Rui Zhu, Yiwen Guo, Jing-Hao Xue
2020 J jnl
Deep learning for image super-resolution.
Neurocomputing
Wenming Yang, Fei Zhou, Rui Zhu, Kazuhiro Fukui, Guijin Wang, Jing-Hao Xue
2020 A* conf
Generalization Bound of Gradient Descent for Non-Convex Metric Learning.
NeurIPS
Mingzhi Dong, Xiaochen Yang, Rui Zhu, Yujiang Wang, Jing-Hao Xue
2020 J jnl
Special Issue on Advances in Statistical Methods-based Visual Quality Assessment.
Signal Process. Image Commun.
Fei Zhou, Wenming Yang, Xinbo Gao, Hantao Liu, Rui Zhu, Jing-Hao Xue
2019 J jnl
Constrained Mutual Convex Cone Method for Image Set Based Recognition.
CoRR
Naoya Sogi, Rui Zhu, Jing-Hao Xue, Kazuhiro Fukui
2019 J jnl
Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.
Inf. Sci.
Rui Zhu, Mingzhi Dong, Jing-Hao Xue
2018 J jnl
Cone-based joint sparse modelling for hyperspectral image classification.
Signal Process.
Ziyu Wang, Rui Zhu, Kazuhiro Fukui, Jing-Hao Xue
2018 J jnl
LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test.
Pattern Recognit. Lett.
Rui Zhu, Ziyu Wang, Zhanyu Ma, Guijin Wang, Jing-Hao Xue
2018 J jnl
MvSSIM: A quality assessment index for hyperspectral images.
Neurocomputing
Rui Zhu, Fei Zhou, Jing-Hao Xue
2018 J jnl
On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks].
IEEE Signal Process. Mag.
Rui Zhu, Fei Zhou, Wenming Yang, Jing-Hao Xue
2018 — conf
Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition.
ECCV Workshops (6)
Jingxuan Hou, Guijin Wang, Xinghao Chen, Jing-Hao Xue, Rui Zhu, Huazhong Yang
2017 J jnl
Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data.
Inf. Sci.
Rui Zhu, Kazuhiro Fukui, Jing-Hao Xue
2017 J jnl
Matched Shrunken Cone Detector (MSCD): Bayesian Derivations and Case Studies for Hyperspectral Target Detection.
IEEE Trans. Image Process.
Ziyu Wang, Rui Zhu, Kazuhiro Fukui, Jing-Hao Xue
2017 J jnl
On the orthogonal distance to class subspaces for high-dimensional data classification.
Inf. Sci.
Rui Zhu, Jing-Hao Xue
2015 J jnl
Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rui Zhu, Mingzhi Dong, Jing-Hao Xue