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Huiping Zhuang
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2020 – today
- 2025
- [j15]Huiping Zhuang, Zhiping Lin
, Yimin Yang
An analytic formulation of convolutional neural network learning for pattern recognition. Inf. Sci. 686: 121317 (2025) - 2024
- [j14]Huiping Zhuang, Yue Yan, Run He, Ziqian Zeng:
Class incremental learning with analytic learning for hyperspectral image classification. J. Frankl. Inst. 361(18): 107285 (2024) - [j13]Terence Chow, Haojin Deng, Yimin Yang, Zhiping Lin
Explored seeds generation for weakly supervised semantic segmentation. Neural Comput. Appl. 36(2): 1007-1022 (2024) - [j12]Zijian Gao
Less confidence, less forgetting: Learning with a humbler teacher in exemplar-free Class-Incremental learning. Neural Networks 179: 106513 (2024) - [j11]Haihan Tang, Yi Wang
A three-stream fusion and self-differential attention network for multi-modal crowd counting. Pattern Recognit. Lett. 183: 35-41 (2024) - [j10]Cen Chen
Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications. IEEE Trans. Consumer Electron. 70(1): 4108-4119 (2024) - [j9]Zhenyu Weng
Few-Shot Contrastive Transfer Learning With Pretrained Model for Masked Face Verification. IEEE Trans. Multim. 26: 3871-3883 (2024) - [c18]Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin:
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. AAAI 2024: 17237-17244 - [c17]Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen:
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. AAAI 2024: 19506-19514 - [c16]Ziqian Zeng, Runyu Wu, Yuxiang Xiao, Xiaoda Zhong, Hanlin Wang, Zhengdong Lu, Huiping Zhuang:
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator. LREC/COLING 2024: 17851-17857 - [c15]Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei:
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. ICML 2024 - [c14]Xiang Zhang, Run He, Kai Tong, Shuquan Man, Jingyu Tong, Haodong Li, Huiping Zhuang:
Complex Motion Planning for Quadruped Robots Using Large Language Models. ISCAS 2024: 1-5 - [c13]Xianghu Yue
MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks. ACM Multimedia 2024: 2428-2437 - [i26]Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei:
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. CoRR abs/2402.05453 (2024) - [i25]Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Cen Chen:
Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens. CoRR abs/2402.15758 (2024) - [i24]Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen:
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning. CoRR abs/2403.13522 (2024) - [i23]Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen:
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning. CoRR abs/2403.15706 (2024) - [i22]Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau:
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption. CoRR abs/2403.15751 (2024) - [i21]Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin:
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. CoRR abs/2403.17503 (2024) - [i20]Weikai Lu, Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Zelin Chen, Huiping Zhuang, Cen Chen:
Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge. CoRR abs/2404.05880 (2024) - [i19]Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng:
Analytic Federated Learning. CoRR abs/2405.16240 (2024) - [i18]Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen:
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task. CoRR abs/2405.17779 (2024) - [i17]Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Huiping Zhuang, Cen Chen:
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. CoRR abs/2406.01394 (2024) - [i16]Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James Foulds, Shimei Pan:
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. CoRR abs/2406.13925 (2024) - [i15]Yicheng Xu, Yuxin Chen, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura:
Advancing Cross-domain Discriminability in Continual Learning of Vison-Language Models. CoRR abs/2406.18868 (2024) - [i14]Di Fang
AIR: Analytic Imbalance Rectifier for Continual Learning. CoRR abs/2408.10349 (2024) - [i13]Xinyuan Qian, Xianghu Yue, Jiadong Wang, Huiping Zhuang, Haizhou Li:
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection. CoRR abs/2409.07224 (2024) - [i12]Rongzihan Song, Zhenyu Weng, Huiping Zhuang, Jinchang Ren, Yongming Chen, Zhiping Lin:
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking. CoRR abs/2409.07904 (2024) - [i11]Yi Yang, Lei Zhong, Huiping Zhuang:
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning. CoRR abs/2409.12326 (2024) - [i10]Kangdao Liu, Hao Zeng, Jianguo Huang, Huiping Zhuang, Chi-Man Vong, Hongxin Wei:
C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets. CoRR abs/2410.09408 (2024) - [i9]Kejia Fan, Jiaxu Li, Songning Lai, Linpu Lv, Anfeng Liu, Jianheng Tang, Houbing Herbert Song, Huiping Zhuang:
TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition. CoRR abs/2410.15954 (2024) - [i8]Yufei Zhang, Yicheng Xu, Hongxin Wei, Zhiping Lin, Huiping Zhuang:
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption. CoRR abs/2410.22373 (2024) - 2023
- [j8]Zhenyu Weng
Online Multi-Face Tracking With Multi-Modality Cascaded Matching. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2738-2752 (2023) - [j7]Hao Zhou
Attention Multihop Graph and Multiscale Convolutional Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c12]Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng:
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. CVPR 2023: 7746-7755 - [c11]Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li:
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction. ICML 2023: 36868-36886 - [c10]Runhao Li, Zhenyu Weng, Huiping Zhuang, Yongming Chen, Zhiping Lin:
Neighborhood Learning from Noisy Labels for Cross-Modal Retrieval. ISCAS 2023: 1-5 - [i7]Zhenyu Weng, Huiping Zhuang, Haizhou Li, Zhiping Lin:
Constant Sequence Extension for Fast Search Using Weighted Hamming Distance. CoRR abs/2306.03612 (2023) - [i6]Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen:
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. CoRR abs/2312.11882 (2023) - 2022
- [j6]Siu Shing Man
Acceptance of Online Mapping Technology among Older Adults: Technology Acceptance Model with Facilitating Condition, Compatibility, and Self-Satisfaction. ISPRS Int. J. Geo Inf. 11(11): 558 (2022) - [j5]Huiping Zhuang
Fully Decoupled Neural Network Learning Using Delayed Gradients. IEEE Trans. Neural Networks Learn. Syst. 33(10): 6013-6020 (2022) - [j4]Huiping Zhuang
Blockwise Recursive Moore-Penrose Inverse for Network Learning. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3237-3250 (2022) - [c9]Hanhui Li, Xinggan Peng, Huiping Zhuang, Zhiping Lin:
Multiple Temporal Context Embedding Networks for Unsupervised time Series Anomaly Detection. ICASSP 2022: 3438-3442 - [c8]Xinggan Peng, Yuxuan Lin, Qi Cao
Traffic Anomaly Detection in Intelligent Transport Applications with Time Series Data using Informer. ITSC 2022: 3309-3314 - [c7]Huiping Zhuang, Zhenyu Weng, Hongxin Wei, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin:
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. NeurIPS 2022 - [i5]Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh:
Analytic Learning of Convolutional Neural Network For Pattern Recognition. CoRR abs/2202.06504 (2022) - [i4]Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin:
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. CoRR abs/2205.14922 (2022) - [i3]Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li:
Logit Clipping for Robust Learning against Label Noise. CoRR abs/2212.04055 (2022) - 2021
- [j3]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Correlation Projection for Analytic Learning of a Classification Network. Neural Process. Lett. 53(6): 3893-3914 (2021) - [c6]Huiping Zhuang, Zhenyu Weng, Fulin Luo, Kar-Ann Toj, Haizhou Li, Zhiping Lin:
Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks. ICML 2021: 12935-12944 - [c5]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Training Multilayer Neural Networks Analytically Using Kernel Projection. ISCAS 2021: 1-5 - 2020
- [j2]Huiping Zhuang
Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. 357(1): 522-550 (2020) - [c4]Xinggan Peng, Huiping Zhuang
Robust Real-time Face Tracking for People Wearing Face Masks. ICARCV 2020: 779-783 - [i2]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization. CoRR abs/2012.03747 (2020)
2010 – 2019
- 2019
- [j1]Beom-Seok Oh
Augmented EMD for complex-valued univariate signals. IET Signal Process. 13(4): 424-433 (2019) - [c3]Huiping Zhuang
A Low-Memory Learning Formulation for a Kernel-and-Range Network. IJCNN 2019: 1-6 - [i1]Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin:
Fully Decoupled Neural Network Learning Using Delayed Gradients. CoRR abs/1906.09108 (2019) - 2018
- [c2]Huiping Zhuang
Multicomponent Signal Decomposition Using Morphological Operations. DSP 2018: 1-5 - 2016
- [c1]Huiping Zhuang
Robust two-stage Kalman filtering in presence of autoregressive input. ICARCV 2016: 1-6
Coauthor Index
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