Kaizhu Huang

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 250

Top Venues

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Guanyu Yang, Kaizhu Huang, Rui Zhang, Xi Yang
Instance-Specific Model Perturbation Improves Generalized Zero-Shot Learning. Neural Comput. 36 (5) (2024)
Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang
MathAttack: Attacking Large Language Models towards Math Solving Ability. AAAI (2024)
Wenhui Wei, Jiantao Li, Kaizhu Huang, Jiadong Li, Xin Liu, Yangfan Zhou
Lite-SVO: Towards A Lightweight Self-Supervised Semantic Visual Odometry Exploiting Multi-Feature Sharing Architecture. ICRA (2024)
Wei Li, Chuyi Chen, Kaizhu Huang
Absorb and Repel: Pseudo-Label Refinement for Intra-Camera Supervised Person Re-Identification. IEEE Trans. Artif. Intell. 5 (6) (2024)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Learning Disentangled Graph Convolutional Networks Locally and Globally. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Haochuan Jiang, Guanyu Yang, Kaizhu Huang, Rui Zhang
W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. CoRR (2024)
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang
Continuous Image Outpainting with Neural ODE. ACM Trans. Multim. Comput. Commun. Appl. 20 (7) (2024)
Peisong Li, Ziren Xiao, Xinheng Wang, Kaizhu Huang, Yi Huang, Honghao Gao
EPtask: Deep Reinforcement Learning Based Energy-Efficient and Priority-Aware Task Scheduling for Dynamic Vehicular Edge Computing. IEEE Trans. Intell. Veh. 9 (1) (2024)
Kai Yao, Zhaorui Tan, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation. CoRR (2024)
Yuqi Wang, Zeqiang Wang, Wei Wang, Qi Chen, Kaizhu Huang, Anh Nguyen, Suparna De
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness. CoRR (2024)
Tianyi Liu, Zhaorui Tan, Kaizhu Huang, Haochuan Jiang
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets. CoRR (2024)
Vikas Hassija, Vinay Chamola, Atmesh Mahapatra, Abhinandan Singal, Divyansh Goel, Kaizhu Huang, Simone Scardapane, Indro Spinelli, Mufti Mahmud, Amir Hussain
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence. Cogn. Comput. 16 (1) (2024)
Cosimo Ieracitano, Francesco Carlo Morabito, Stefano Squartini, Kaizhu Huang, Xuelong Li, Mufti Mahmud
Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. Cogn. Comput. 16 (3) (2024)
Haochuan Jiang, Guanyu Yang, Fei Cheng, Kaizhu Huang
Generalized W-Net: Arbitrary-style Chinese Character Synthesization. CoRR (2024)
Zhuang Qian, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Xinping Yi, Bin Gu, Huan Xiong
Perturbation diversity certificates robust generalization. Neural Networks 172 (2024)
Zihao Zhou, Shudong Liu, Maizhen Ning, Wei Liu, Jindong Wang, Derek F. Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist. CoRR (2024)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Rethinking Multi-domain Generalization with A General Learning Objective. CoRR (2024)
Jianan Ye, Yijie Hu, Xi Yang, Qiu-Feng Wang, Chao Huang, Kaizhu Huang
SaliencyCut: Augmenting plausible anomalies for anomaly detection. Pattern Recognit. 153 (2024)
Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, Kaizhu Huang
Unraveling Batch Normalization for Realistic Test-Time Adaptation. AAAI (2024)
Yijie Hu, Bin Dong, Kaizhu Huang, Lei Ding, Wei Wang, Xiaowei Huang, Qiu-Feng Wang
Scene Text Recognition via Dual-path Network with Shape-driven Attention Alignment. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Zihan Ye, Shreyank N. Gowda, Xiaobo Jin, Xiaowei Huang, Haotian Xu, Yaochu Jin, Kaizhu Huang
Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models. CoRR (2024)
Kai Yao, Kaizhu Huang, Jie Sun, Amir Hussain
PointNu-Net: Keypoint-Assisted Convolutional Neural Network for Simultaneous Multi-Tissue Histology Nuclei Segmentation and Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Siva Sai, Uday Mittal, Vinay Chamola, Kaizhu Huang, Indro Spinelli, Simone Scardapane, Zhiyuan Tan, Amir Hussain
Machine Un-learning: An Overview of Techniques, Applications, and Future Directions. Cogn. Comput. 16 (2) (2024)
Zhaorui Tan, Chengrui Zhang, Xi Yang, Jie Sun, Kaizhu Huang
Revisiting Mutual Information Maximization for Generalized Category Discovery. CoRR (2024)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Semantic-Aware Data Augmentation for Text-to-Image Synthesis. AAAI (2024)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Zixian Su, Rui Zhang
Rethinking Spectral Graph Neural Networks with Spatially Adaptive Filtering. CoRR (2024)
Shiran Yuan, Kaizhu Huang
A generalizable framework for low-rank tensor completion with numerical priors. Pattern Recognit. 155 (2024)
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng
Can Perturbations Help Reduce Investment Risks? Risk-aware Stock Recommendation via Split Variational Adversarial Training. ACM Trans. Inf. Syst. 42 (4) (2024)
Yangfan Zhou, Kaizhu Huang, Jiang Li, Cheng Cheng, Xuguang Wang, Amir Hussian, Xin Liu
Randomized block-coordinate adaptive algorithms for nonconvex optimization problems. Eng. Appl. Artif. Intell. 121 (2023)
Ke Xu, Guoqiang Zhong, Zhaoyang Deng, Kang Zhang, Kaizhu Huang
Self-supervised generative learning for sequential data prediction. Appl. Intell. 53 (18) (2023)
Huiru Shao, Kaizhu Huang, Wei Wang, Xiaowei Huang, Qiufeng Wang
Progressive Supervision for Tampering Localization in Document Images. ICONIP (15) (2023)
Zihan Ye, Guanyu Yang, Xiaobo Jin, Youfa Liu, Kaizhu Huang
Rebalanced Zero-Shot Learning. IEEE Trans. Image Process. 32 (2023)
Wei Liao, Jiayi Liu, Jianghan Chen, Qiu-Feng Wang, Kaizhu Huang
Visual-Textual Attention for Tree-Based Handwritten Mathematical Expression Recognition. BICS (2023)
Weiguang Zhao, Yuyao Yan, Chaolong Yang, Jianan Ye, Xi Yang, Kaizhu Huang
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization. ICCV (2023)
Jing Li, Qiu-Feng Wang, Kaizhu Huang, Rui Zhang, Siyuan Wang
Diff-Oracle: Diffusion Model for Oracle Character Generation with Controllable Styles and Contents. CoRR (2023)
Yuqi Wang, Zeqiang Wang, Wei Wang, Qi Chen, Kaizhu Huang, Anh Nguyen, Suparna De
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding. CoRR (2023)
Sidong Jiang, Siyuan Wang, Rui Zhang, Xi Yang, Kaizhu Huang
Cipher-Prompt: Towards a Safe Diffusion Model via Learning Cryptographic Prompts. BICS (2023)
Yuqi Wang, Wei Wang, Qi Chen, Kaizhu Huang, Anh Nguyen, Suparna De, Amir Hussain
Fusing external knowledge resources for natural language understanding techniques: A survey. Inf. Fusion 92 (2023)
Wenhui Wei, Kaizhu Huang, Xin Liu, Yangfan Zhou
GSL-VO: A Geometric-Semantic Information Enhanced Lightweight Visual Odometry in Dynamic Environments. IEEE Trans. Instrum. Meas. 72 (2023)
Zhaorui Tan, Siyuan Wang, Xi Yang, Kaizhu Huang
PAG: Protecting Artworks from Personalizing Image Generative Models. ICONIP (4) (2023)
Hao Chen, Linyan Li, Fuyuan Hu, Fan Lyu, Liuqing Zhao, Kaizhu Huang, Wei Feng, Zhenping Xia
Multi-semantic hypergraph neural network for effective few-shot learning. Pattern Recognit. 142 (2023)
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng
Fitting Imbalanced Uncertainties in Multi-output Time Series Forecasting. ACM Trans. Knowl. Discov. Data 17 (7) (2023)
Jianan Ye, Yijie Hu, Xi Yang, Qiu-Feng Wang, Chao Huang, Kaizhu Huang
SaliencyCut: Augmenting Plausible Anomalies for Open-set Fine-Grained Anomaly Detection. CoRR (2023)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Graph Neural Networks with Diverse Spectral Filtering. CoRR (2023)
Maizhen Ning, Qiu-Feng Wang, Kaizhu Huang, Xiaowei Huang
A Symbolic Character-Aware Model for Solving Geometry Problems. CoRR (2023)
Chaolong Yang, Yuyao Yan, Weiguang Zhao, Jianan Ye, Xi Yang, Amir Hussain, Bin Dong, Kaizhu Huang
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation. ICONIP (15) (2023)
Penglei Gao, Xi Yang, Rui Zhang, John Yannis Goulermas, Yujie Geng, Yuyao Yan, Kaizhu Huang
Generalized image outpainting with U-transformer. Neural Networks 162 (2023)
Yuqi Wang, Wei Wang, Qi Chen, Kaizhu Huang, Anh Nguyen, Suparna De
Prompt-based Zero-shot Text Classification with Conceptual Knowledge. ACL (student) (2023)
Jing Li, Bin Dong, Qiu-Feng Wang, Lei Ding, Rui Zhang, Kaizhu Huang
Decoupled Learning for Long-Tailed Oracle Character Recognition. ICDAR (4) (2023)
Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang
MathAttack: Attacking Large Language Models Towards Math Solving Ability. CoRR (2023)
Zhiqiang Gao, Kaizhu Huang, Rui Zhang, Dawei Liu, Jieming Ma
Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation. ICCV (2023)
Zhaorui Tan, Xi Yang, Kaizhu Huang
Semantic-aware Data Augmentation for Text-to-image Synthesis. CoRR (2023)
Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Zhenxing Niu, Amir Hussain
Towards Simple and Accurate Human Pose Estimation With Stair Network. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Maizhen Ning, Qiu-Feng Wang, Kaizhu Huang, Xiaowei Huang
A Symbolic Characters Aware Model for Solving Geometry Problems. ACM Multimedia (2023)
Zihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang, Xiaowei Huang, Kaizhu Huang
Learning by Analogy: Diverse Questions Generation in Math Word Problem. CoRR (2023)
Aven Le Zhou, Qiufeng Wang, Cheng-Hung Lo, Kaizhu Huang
ShanshuiDaDA: An Interactive, Generative System towards Chinese Shanshui Painting. CoRR (2023)
Kai Yao, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang
Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. CIKM (2023)
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu
Robust generative adversarial network. Mach. Learn. 112 (12) (2023)
Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, Kaizhu Huang
Unraveling Batch Normalization for Realistic Test-Time Adaptation. CoRR (2023)
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Jie Sun, Kaizhu Huang
Mind the Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Muhammad Tanveer, M. A. Ganaie, Iman Beheshti, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin
Deep learning for brain age estimation: A systematic review. Inf. Fusion 96 (2023)
Yiming Lin, Xiao-Bo Jin, Qiufeng Wang, Kaizhu Huang
Context Does Matter: End-to-end Panoptic Narrative Grounding with Deformable Attention Refined Matching Network. CoRR (2023)
Zixian Su, Kai Yao, Xi Yang, Kaizhu Huang, Qiufeng Wang, Jie Sun
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation. AAAI (2023)
Chenru Jiang, Kaizhu Huang, Junwei Wu, Xinheng Wang, Jimin Xiao, Amir Hussain
PointGS: Bridging and fusing geometric and semantic space for 3D point cloud analysis. Inf. Fusion 91 (2023)
Zhaorui Tan, Xi Yang, Zihan Ye, Qiufeng Wang, Yuyao Yan, Anh Nguyen, Kaizhu Huang
Semantic Similarity Distance: Towards better text-image consistency metric in text-to-image generation. Pattern Recognit. 144 (2023)
Weiguang Zhao, Guanyu Yang, Chaolong Yang, Chenru Jiang, Yuyao Yan, Rui Zhang, Kaizhu Huang
Diff-OP3D: Bridging 2D Diffusion for Open Pose 3D Zero-Shot Classification. CoRR (2023)
Yiming Lin, Xiao-Bo Jin, Qiufeng Wang, Kaizhu Huang
Context Does Matter: End-to-end Panoptic Narrative Grounding with Deformable Attention Refined Matching Network. ICDM (2023)
Jingwei Guo, Kaizhu Huang, Xinping Yi, Rui Zhang
Graph Neural Networks with Diverse Spectral Filtering. WWW (2023)
Shuying Hu, Qiufeng Wang, Kaizhu Huang, Min Wen, Frans Coenen
Retrieval-based language model adaptation for handwritten Chinese text recognition. Int. J. Document Anal. Recognit. 26 (2) (2023)
Zihao Zhou, Maizhen Ning, Qiufeng Wang, Jie Yao, Wei Wang, Xiaowei Huang, Kaizhu Huang
Learning by Analogy: Diverse Questions Generation in Math Word Problem. ACL (Findings) (2023)
Da Ke, Xiang Wang, Kaizhu Huang, Haoyuan Wang, Zhitao Huang
Minimum Power Adversarial Attacks in Communication Signal Modulation Classification with Deep Learning. Cogn. Comput. 15 (2) (2023)
Haochuan Jiang, Guanyu Yang, Fei Cheng, Kaizhu Huang
Generalized W-Net: Arbitrary-Style Chinese Character Synthesization. BICS (2023)
Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Amir Hussain, Xin Liu
FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Peisong Li, Ziren Xiao, Xinheng Wang, Kaizhu Huang, Yi Huang, Andrei Tchernykh
Multi-agent Reinforcement Learning Based Collaborative Multi-task Scheduling for Vehicular Edge Computing. CollaborateCom (3) (2023)
Jing Li, Qiu-Feng Wang, Kaizhu Huang, Xi Yang, Rui Zhang, John Yannis Goulermas
Towards better long-tailed oracle character recognition with adversarial data augmentation. Pattern Recognit. 140 (2023)
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang, John Yannis Goulermas
Explainable Tensorized Neural Ordinary Differential Equations for Arbitrary-Step Time Series Prediction. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Jiayi Liu, Qiufeng Wang, Wei Liao, Jianghan Chen, Kaizhu Huang
Improving Handwritten Mathematical Expression Recognition via an Attention Refinement Network. ICONIP (13) (2023)
Chenru Jiang, Kaizhu Huang, Shufei Zhang, Xinheng Wang, Jimin Xiao, Yannis Goulermas
Aggregated pyramid gating network for human pose estimation without pre-training. Pattern Recognit. 138 (2023)
Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Amir Hussain, Xin Liu
Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions. IEEE Trans. Emerg. Top. Comput. Intell. 7 (2) (2023)
Weiguang Zhang, Qiufeng Wang, Kaizhu Huang
Polar-Doc: One-Stage Document Dewarping with Multi-Scope Constraints under Polar Representation. CoRR (2023)
Shuyi Qu, Zhenxing Niu, Jianke Zhu, Bin Dong, Kaizhu Huang
Structure First Detail Next: Image Inpainting with Pyramid Generator. ICME (2023)
Jiezhu Cheng, Kaizhu Huang, Zibin Zheng
Can Perturbations Help Reduce Investment Risks? Risk-Aware Stock Recommendation via Split Variational Adversarial Training. CoRR (2023)
Chenru Jiang, Kaizhu Huang, Shufei Zhang, Shufei Zhang, Jimin Xiao, Zhenxing Niu, Amir Hussain
Towards Simple and Accurate Human Pose Estimation with Stair Network. CoRR (2022)
M. Tanveer, M. A. Ganaie, Iman Beheshti, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin
Deep Learning for Brain Age Estimation: A Systematic Review. CoRR (2022)
Hao Chen, Linyan Li, Zhenping Xia, Fan Lyu, Liuqing Zhao, Kaizhu Huang, Wei Feng, Fuyuan Hu
Harnessing Multi-Semantic Hypergraph for Few-Shot Learning. PRCV (1) (2022)
Yuxu Mao, Guoqiang Zhong, Haizhen Wang, Kaizhu Huang
Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network. Cogn. Comput. 14 (6) (2022)
Zhiqiang Gao, Shufei Zhang, Kaizhu Huang, Qiufeng Wang, Rui Zhang, Chaoliang Zhong
Certifying Better Robust Generalization for Unsupervised Domain Adaptation. ACM Multimedia (2022)
Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Kaizhu Huang, Shan Luo, Yao Zhao
End-to-end weakly supervised semantic segmentation with reliable region mining. Pattern Recognit. 128 (2022)
Zhuang Qian, Kaizhu Huang, Qiu-Feng Wang, Xu-Yao Zhang
A survey of robust adversarial training in pattern recognition: Fundamental, theory, and methodologies. Pattern Recognit. 131 (2022)
Penglei Gao, Xi Yang, Kaizhu Huang, Rui Zhang, Ping Guo, John Yannis Goulermas
EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables. CoRR (2022)
Haotian Xu, Xiaobo Jin, Qiufeng Wang, Amir Hussain, Kaizhu Huang
Exploiting Attention-Consistency Loss For Spatial-Temporal Stream Action Recognition. ACM Trans. Multim. Comput. Commun. Appl. 18 (2s) (2022)
Yangfan Zhou, Kaizhu Huang, Cheng Cheng, Xuguang Wang, Xin Liu
LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm. Cogn. Comput. 14 (2) (2022)
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Jie Sun, Kaizhu Huang
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation. CoRR (2022)
Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang, Yujie Geng
Generalised Image Outpainting with U-Transformer. CoRR (2022)
Weiguang Zhao, Chaolong Yang, Jianan Ye, Yuyao Yan, Xi Yang, Kaizhu Huang
From 2D Images to 3D Model: Weakly Supervised Multi-View Face Reconstruction with Deep Fusion. CoRR (2022)
Dingyuan Zheng, Jimin Xiao, Yunchao Wei, Qiufeng Wang, Kaizhu Huang, Yao Zhao
Unsupervised domain adaptation in homogeneous distance space for person re-identification. Pattern Recognit. 132 (2022)
Zhaorui Tan, Zihan Ye, Xi Yang, Qiufeng Wang, Yuyao Yan, Kaizhu Huang
Towards Better Text-Image Consistency in Text-to-Image Generation. CoRR (2022)
Kai Yao, Zixian Su, Kaizhu Huang, Xi Yang, Jie Sun, Amir Hussain, Frans Coenen
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Qi Chen, Wei Wang, Kaizhu Huang, Frans Coenen
Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data. IEEE Internet Things J. 9 (12) (2022)
Chaolong Yang, Yuyao Yan, Weiguang Zhao, Jianan Ye, Xi Yang, Amir Hussain, Kaizhu Huang
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kaizhu Huang