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2020 – today
- 2025
[j22]Kejia Fan
, Yajiang Huang, Jingyu He, Feijiang Han, Jianheng Tang, Huiping Zhuang, Anfeng Liu, Tian Wang, Mianxiong Dong, Houbing Herbert Song, Yunhuai Liu:
CALM: A Ubiquitous Crowdsourced Analytic Learning Mechanism for Continual Service Construction with Data Privacy Preservation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(2): 29:1-29:30 (2025)- [j21]Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh:
An analytic formulation of convolutional neural network learning for pattern recognition. Inf. Sci. 686: 121317 (2025) - [j20]Xiangfeng Sun, Yuanting Zhang, Qinyu Wang, Xiaofeng Zou, Yujia Liu, Ziqian Zeng, Huiping Zhuang:
DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA. J. Parallel Distributed Comput. 199: 105042 (2025) - [j19]Zhengdong Lu, Ziqian Zeng, Jianwei Wang, Hanlin Wang, Weikai Lu, Huiping Zhuang:
Zero-shot event argument extraction by disentangling trigger from argument and role. Int. J. Mach. Learn. Cybern. 16(5): 3233-3251 (2025) - [j18]Zining Jiang, Zhenyu Weng, Runhao Li, Huiping Zhuang, Zhiping Lin:
Online weighted hashing for cross-modal retrieval. Pattern Recognit. 161: 111232 (2025) - [j17]Ziqian Zeng, Tao Zhang, Zhengdong Lu, Wenjun Li, Huiping Zhuang, Hongen Shao, Sin G. Teo, Xiaofeng Zou:
Subkv: Quantizing Long Context KV Cache for Sub-Billion Parameter Language Models on Edge Devices. Softw. Pract. Exp. 55(8): 1287-1304 (2025) - [j16]Xinyuan Qian, Xianghu Yue, Jiadong Wang, Huiping Zhuang, Haizhou Li:
Analytic Class Incremental Learning for Sound Source Localization With Privacy Protection. IEEE Signal Process. Lett. 32: 726-730 (2025) - [j15]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. IEEE Trans. Veh. Technol. 74(2): 1949-1958 (2025) - [c28]Ziqian Zeng, Jianwei Wang, Junyao Yang, Zhengdong Lu, Haoran Li, Huiping Zhuang, Cen Chen:
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. ACL (1) 2025: 10821-10855 - [c27]Tao Zhang, Ziqian Zeng, YuxiangXiao YuxiangXiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan:
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. ACL (1) 2025: 11293-11311 - [c26]Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang:
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting. ACL (Findings) 2025: 14147-14158 - [c25]Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng:
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings. ACL (1) 2025: 24894-24913 - [c24]Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang:
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. CVPR 2025: 4988-4998 - [c23]Yi Yang, Lei Zhong, Huiping Zhuang:
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning. WACV 2025: 3396-3405 - [i44]Xianghu Yue, Yiming Chen, Xueyi Zhang, Xiaoxue Gao, Mengling Feng, Mingrui Lao, Huiping Zhuang, Haizhou Li:
PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning. CoRR abs/2501.09352 (2025) - [i43]Zihang Cheng, Huiping Zhuang, Chun Li, Xin Meng, Ming Li, Fei Richard Yu:
X-SG2S: Safe and Generalizable Gaussian Splatting with X-dimensional Watermarks. CoRR abs/2502.10475 (2025) - [i42]Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng:
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings. CoRR abs/2502.12562 (2025) - [i41]Jianwei Wang, Junyao Yang, Haoran Li, Huiping Zhuang, Cen Chen, Ziqian Zeng:
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis. CoRR abs/2502.18517 (2025) - [i40]Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang:
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. CoRR abs/2503.05423 (2025) - [i39]Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He, Yawen Cui, Nuoyan Guo, Huiping Zhuang:
Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model. CoRR abs/2503.13575 (2025) - [i38]Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang:
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting. CoRR abs/2505.11817 (2025) - [i37]Jianheng Tang, Huiping Zhuang, Di Fang, Jiaxu Li, Feijiang Han, Yajiang Huang, Kejia Fan, Leye Wang, Zhanxing Zhu, Shanghang Zhang, Houbing Herbert Song, Yunhuai Liu:
ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation. CoRR abs/2505.12239 (2025) - [i36]Jianheng Tang, Huiping Zhuang, Jingyu He, Run He, Jingchao Wang, Kejia Fan, Anfeng Liu, Tian Wang, Leye Wang, Zhanxing Zhu, Shanghang Zhang, Houbing Herbert Song, Yunhuai Liu:
AFCL: Analytic Federated Continual Learning for Spatio-Temporal Invariance of Non-IID Data. CoRR abs/2505.12245 (2025) - [i35]Sihan Chen, Dan Zhao, Jongwoo Ko, Colby R. Banbury, Huiping Zhuang, Luming Liang, Tianyi Chen:
WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference. CoRR abs/2505.19427 (2025) - [i34]Xiang Zhang, Run He, Jiao Chen, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang:
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. CoRR abs/2506.00816 (2025) - [i33]Zhengdong Lu, Weikai Lu, Yiling Tao, Yun Dai, ZiXuan Chen, Huiping Zhuang, Cen Chen, Hao Peng, Ziqian Zeng:
Decompose, Plan in Parallel, and Merge: A Novel Paradigm for Large Language Models based Planning with Multiple Constraints. CoRR abs/2506.02683 (2025) - [i32]Lipei Xie, Yingxin Li, Huiping Zhuang:
Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models. CoRR abs/2506.09623 (2025) - [i31]Wenbo Li, Shiyi Wang, Yiteng Chen, Huiping Zhuang, Qingyao Wu:
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making. CoRR abs/2506.12374 (2025) - [i30]Yiteng Chen, Wenbo Li, Shiyi Wang, Huiping Zhuang, Qingyao Wu:
T-Rex: Task-Adaptive Spatial Representation Extraction for Robotic Manipulation with Vision-Language Models. CoRR abs/2506.19498 (2025) - [i29]Shiyi Wang, Wenbo Li, Yiteng Chen, Qingyao Wu, Huiping Zhuang:
FrankenBot: Brain-Morphic Modular Orchestration for Robotic Manipulation with Vision-Language Models. CoRR abs/2506.21627 (2025) - [i28]Tianxing Chen, Kaixuan Wang, Zhaohui Yang, Yuhao Zhang, Zanxin Chen, Baijun Chen, Wanxi Dong, Ziyuan Liu, Dong Chen, Tianshuo Yang, Haibao Yu, Xiaokang Yang, Yusen Qin, Zhiqiang Xie, Yao Mu, Ping Luo, Tian Nian, Weiliang Deng, Yiheng Ge, Yibin Liu, Zixuan Li, Dehui Wang, Zhixuan Liang, Haohui Xie, Rijie Zeng, Yunfei Ge, Peiqing Cong, Guannan He, Zhaoming Han, Ruocheng Yin, Jingxiang Guo, Lunkai Lin, Tianling Xu, Hongzhe Bi, Xuewu Lin, Tianwei Lin, Shujie Luo, Keyu Li, Ziyan Zhao, Ke Fan, Heyang Xu, Bo Peng, Wenlong Gao, Dongjiang Li, Feng Jin, Hui Shen, Jinming Li, Chaowei Cui, Yuchen, Yaxin Peng, Lingdong Zeng, Wenlong Dong, Tengfei Li, Weijie Ke, Jun Chen, Erdemt Bao, Tian Lan, Tenglong Liu, Jin Yang, Huiping Zhuang, Baozhi Jia, Shuai Zhang, Zhengfeng Zou, Fangheng Guan, Tianyi Jia, Ke Zhou, Hongjiu Zhang, Yating Han, Cheng Fang, Yixian Zou, Chongyang Xu, Qinglun Zhang, Shen Cheng, Xiaohe Wang, Ping Tan, Haoqiang Fan, Shuaicheng Liu, Jiaheng Chen, Chuxuan Huang, Chengliang Lin, Kaijun Luo, Boyu Yue, Yi Liu, Jinyu Chen, Zichang Tan, Liming Deng, Shuo Xu, Zijian Cai, Shilong Yin, Hao Wang, Hongshan Liu, Tianyang Li, Long Shi, Ran Xu, Huilin Xu, Zhengquan Zhang, Congsheng Xu, Jinchang Yang, Feng Xu:
Benchmarking Generalizable Bimanual Manipulation: RoboTwin Dual-Arm Collaboration Challenge at CVPR 2025 MEIS Workshop. CoRR abs/2506.23351 (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, Huiping Zhuang, Shan Du:
Explored seeds generation for weakly supervised semantic segmentation. Neural Comput. Appl. 36(2): 1007-1022 (2024) - [j12]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: 106513 (2024) - [j11]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: 35-41 (2024) - [j10]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): 4108-4119 (2024) - [j9]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: 3871-3883 (2024) - [c22]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 - [c21]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 - [c20]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 - [c19]Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei:
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. ICML 2024 - [c18]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 - [c17]Xianghu Yue, Xueyi Zhang, Yiming Chen, Chengwei Zhang, Mingrui Lao, Huiping Zhuang, Xinyuan Qian, Haizhou Li:
MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks. ACM Multimedia 2024: 2428-2437 - [c16]Yicheng Xu, Yuxin Chen, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura:
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models. NeurIPS 2024 - [c15]Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen:
GACL: Exemplar-Free Generalized Analytic Continual Learning. NeurIPS 2024 - [c14]Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau:
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning. NeurIPS 2024 - [c13]Runhao Li, Zhenyu Weng, Yongming Chen, Huiping Zhuang, Yap-Peng Tan, Zhiping Lin:
Joint-Neighborhood Product Quantization for Unsupervised Cross-Modal Retrieval. VCIP 2024: 1-5 - [i27]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) - [i26]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) - [i25]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) - [i24]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) - [i23]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) - [i22]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) - [i21]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) - [i20]Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng:
Analytic Federated Learning. CoRR abs/2405.16240 (2024) - [i19]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) - [i18]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) - [i17]Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan:
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. CoRR abs/2406.13925 (2024) - [i16]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) - [i15]Di Fang, Yinan Zhu, Runze Fang, Cen Chen, Ziqian Zeng, Huiping Zhuang:
AIR: Analytic Imbalance Rectifier for Continual Learning. CoRR abs/2408.10349 (2024) - [i14]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) - [i13]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) - [i12]Yi Yang, Lei Zhong, Huiping Zhuang:
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning. CoRR abs/2409.12326 (2024) - [i11]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) - [i10]Yufei Zhang, Yicheng Xu, Hongxin Wei, Zhiping Lin, Huiping Zhuang:
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption. CoRR abs/2410.22373 (2024) - [i9]Junliang Li, Kai Ye, Haolan Kang, Mingxuan Liang, Yuhang Wu, Zhenhua Liu, Huiping Zhuang, Rui Huang, Yongquan Chen:
Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice. CoRR abs/2412.10694 (2024) - [i8]Jiaxu Li, Songning Lai, Rui Li, Di Fang, Kejia Fan, Jianheng Tang, Yuhan Zhao, Rongchang Zhao, Dongzhan Zhou, Yutao Yue, Huiping Zhuang:
SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation. CoRR abs/2412.10834 (2024) - 2023
- [j8]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): 2738-2752 (2023) - [j7]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: 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, 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): 558 (2022) - [j5]Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin:
Fully Decoupled Neural Network Learning Using Delayed Gradients. IEEE Trans. Neural Networks Learn. Syst. 33(10): 6013-6020 (2022) - [j4]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
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, Yigang Cen, Huiping Zhuang, Zhiping Lin:
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, Zhiping Lin, Kar-Ann Toh:
Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. 357(1): 522-550 (2020) - [c4]Xinggan Peng, Huiping Zhuang, Guang-Bin Huang, Haizhou Li, Zhiping Lin:
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, Huiping Zhuang, Kar-Ann Toh, Zhiping Lin:
Augmented EMD for complex-valued univariate signals. IET Signal Process. 13(4): 424-433 (2019) - [c3]Huiping Zhuang, Zhiping Lin, Kar-Ann Toh:
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, Beom-Seok Oh, Dongyun Lin, Kar-Ann Toh, Zhiping Lin:
Multicomponent Signal Decomposition Using Morphological Operations. DSP 2018: 1-5 - 2016
- [c1]Huiping Zhuang, Junhui Li:
Robust two-stage Kalman filtering in presence of autoregressive input. ICARCV 2016: 1-6
Coauthor Index
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