Huiping Zhuang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 48

Top Topics

Morphological Operations

Textual Entailment

Top Venues

Publications

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 (2024)
Zhenyu Weng, Huiping Zhuang, Fulin Luo, Haizhou Li, Zhiping Lin
Few-Shot Contrastive Transfer Learning With Pretrained Model for Masked Face Verification. IEEE Trans. Multim. 26 (2024)
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 (2024)
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 (2024)
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)
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)
Terence Chow, Haojin Deng, Yimin Yang, Zhiping Lin, Huiping Zhuang, Shan Du
Explored seeds generation for weakly supervised semantic segmentation. Neural Comput. Appl. 36 (2) (2024)
Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning. CoRR (2024)
Zijian Gao, Kele Xu, Huiping Zhuang, Li Liu, Xinjun Mao, Bo Ding, Dawei Feng, Huaimin Wang
Less confidence, less forgetting: Learning with a humbler teacher in exemplar-free Class-Incremental learning. Neural Networks 179 (2024)
Yicheng Xu, Yuxin Chen, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura
Advancing Cross-domain Discriminability in Continual Learning of Vison-Language Models. CoRR (2024)
Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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)
Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng
Analytic Federated Learning. CoRR (2024)
Cen Chen, Songyu Xie, Jing Liu, Zhongyao Cheng, Ziqian Zeng, Huiping Zhuang
Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications. IEEE Trans. Consumer Electron. 70 (1) (2024)
Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Huiping Zhuang, Cen Chen
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. CoRR (2024)
Haihan Tang, Yi Wang, Zhiping Lin, Lap-Pui Chau, Huiping Zhuang
A three-stream fusion and self-differential attention network for multi-modal crowd counting. Pattern Recognit. Lett. 183 (2024)
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)
Hao Zhou, Fulin Luo, Huiping Zhuang, Zhenyu Weng, Xiuwen Gong, Zhiping Lin
Attention Multihop Graph and Multiscale Convolutional Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
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 (2023)
Runhao Li, Zhenyu Weng, Huiping Zhuang, Yongming Chen, Zhiping Lin
Neighborhood Learning from Noisy Labels for Cross-Modal Retrieval. ISCAS (2023)
Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. CVPR (2023)
Zhenyu Weng, Huiping Zhuang, Haizhou Li, Zhiping Lin
Constant Sequence Extension for Fast Search Using Weighted Hamming Distance. CoRR (2023)
Zhenyu Weng, Huiping Zhuang, Haizhou Li, Balakrishnan Ramalingam, Rajesh Elara Mohan, Zhiping Lin
Online Multi-Face Tracking With Multi-Modality Cascaded Matching. IEEE Trans. Circuits Syst. Video Technol. 33 (6) (2023)
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)
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)
Xinggan Peng, Yuxuan Lin, Qi Cao, Yigang Cen, Huiping Zhuang, Zhiping Lin
Traffic Anomaly Detection in Intelligent Transport Applications with Time Series Data using Informer. ITSC (2022)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Blockwise Recursive Moore-Penrose Inverse for Network Learning. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Hanhui Li, Xinggan Peng, Huiping Zhuang, Zhiping Lin
Multiple Temporal Context Embedding Networks for Unsupervised time Series Anomaly Detection. ICASSP (2022)
Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin
Fully Decoupled Neural Network Learning Using Delayed Gradients. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh
Analytic Learning of Convolutional Neural Network For Pattern Recognition. CoRR (2022)
Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li
Logit Clipping for Robust Learning against Label Noise. CoRR (2022)
Siu Shing Man, Yingqian Guo, Alan Hoi Shou Chan, Huiping Zhuang
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) (2022)
Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. CoRR (2022)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Training Multilayer Neural Networks Analytically Using Kernel Projection. ISCAS (2021)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Correlation Projection for Analytic Learning of a Classification Network. Neural Process. Lett. 53 (6) (2021)
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)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization. CoRR (2020)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. 357 (1) (2020)
Xinggan Peng, Huiping Zhuang, Guang-Bin Huang, Haizhou Li, Zhiping Lin
Robust Real-time Face Tracking for People Wearing Face Masks. ICARCV (2020)
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
A Low-Memory Learning Formulation for a Kernel-and-Range Network. IJCNN (2019)
Beom-Seok Oh, Huiping Zhuang, Kar-Ann Toh, Zhiping Lin
Augmented EMD for complex-valued univariate signals. IET Signal Process. 13 (4) (2019)
Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin
Fully Decoupled Neural Network Learning Using Delayed Gradients. CoRR (2019)
Huiping Zhuang, Beom-Seok Oh, Dongyun Lin, Kar-Ann Toh, Zhiping Lin
Multicomponent Signal Decomposition Using Morphological Operations. DSL (2018)
Huiping Zhuang, Junhui Li
Robust two-stage Kalman filtering in presence of autoregressive input. ICARCV (2016)