Huiping Zhuang

123 papers A* 21A 3B 1C 6Misc 1Journal 84Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A training-inference consistent framework for early exiting in language models with parallel decoding. Int. J. Mach. Learn. Cybern. Ziqian Zeng, Zelin Chen, Huiping Zhuang
2026	J	`jnl`	DeepAFL: Deep Analytic Federated Learning. CoRR Jianheng Tang, Yajiang Huang, Kejia Fan, Feijiang Han, Jiaxu Li, Jinfeng Xu, Run He, Anfeng Liu, Houbing Herbert Song, Huiping Zhuang, Yunhuai Liu
2026	J	`jnl`	PAL: Prompting analytic learning with missing modality for multi-modal class-incremental learning. Pattern Recognit. Xianghu Yue, Yiming Chen, Xueyi Zhang, Xiaoxue Gao, Mengling Feng, Mingrui Lao, Huiping Zhuang, Haizhou Li
2026	A*	`conf`	RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior. AAAI Junyao Yang, Jianwei Wang, Huiping Zhuang, Cen Chen, Ziqian Zeng
2026	J	`jnl`	RS-WorldModel: a Unified Model for Remote Sensing Understanding and Future Sense Forecasting. CoRR Linrui Xu, Zhongan Wang, Fei Shen, Gang Xu, Huiping Zhuang, Ming Li, Haifeng Li
2026	A*	`conf`	Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning. AAAI Xueyi Zhang, Chengwei Zhang, Zheng Li, Xiyu Wang, Siqi Cai, Mingrui Lao, Yanming Guo, Huiping Zhuang
2026	J	`jnl`	Rethinking Obscured Sub-Optimality in Analytic Learning for Exemplar-Free Class-Incremental Learning. IEEE Trans. Circuits Syst. Video Technol. Zijian Gao, Kele Xu, Xingxing Zhang, Huiping Zhuang, Tianjiao Wan, Bo Ding, Xinjun Mao, Huaimin Wang
2026	J	`jnl`	RoboRouter: Training-Free Policy Routing for Robotic Manipulation. CoRR Yiteng Chen, Zhe Cao, Hongjia Ren, Chenjie Yang, Wenbo Li, Shiyi Wang, Yemin Wang, Li Zhang, Yanming Shao, Zhenjun Zhao, Huiping Zhuang, Qingyao Wu
2025	A	`conf`	A Bio-inspired Robotic Electric Ray Design of Multimodal Locomotion with Grasping Function. IROS Yuyang Mo, Xing Xie, Zicun Hong, Huiping Zhuang, Yong Zhong
2025	J	`jnl`	ACU: Analytic Continual Unlearning for Efficient and Exact Forgetting with Privacy Preservation. CoRR 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
2025	J	`jnl`	AFCL: Analytic Federated Continual Learning for Spatio-Temporal Invariance of Non-IID Data. CoRR 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
2025	A*	`conf`	AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. CVPR Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang
2025	J	`jnl`	APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares. CoRR Kejia Fan, Jianheng Tang, Zhirui Yang, Feijiang Han, Jiaxu Li, Run He, Yajiang Huang, Anfeng Liu, Houbing Herbert Song, Yunhuai Liu, Huiping Zhuang
2025	J	`jnl`	ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior. CoRR Weikai Lu, Ziqian Zeng, Kehua Zhang, Haoran Li, Huiping Zhuang, Ruidong Wang, Cen Chen, Hao Peng
2025	J	`jnl`	An analytic formulation of convolutional neural network learning for pattern recognition. Inf. Sci. Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh
2025	J	`jnl`	Analytic Class Incremental Learning for Sound Source Localization With Privacy Protection. IEEE Signal Process. Lett. Xinyuan Qian, Xianghu Yue, Jiadong Wang, Huiping Zhuang, Haizhou Li
2025	A*	`conf`	Analytic Continual Test-Time Adaptation for Multi-Modality Corruption. ACM Multimedia Yufei Zhang, Yicheng Xu, Hongxin Wei, Zhiping Lin, Xiaofeng Zou, Cen Chen, Huiping Zhuang
2025	J	`jnl`	Analytic Subspace Routing: How Recursive Least Squares Works in Continual Learning of Large Language Model. CoRR Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He, Yawen Cui, Nuoyan Guo, Huiping Zhuang
2025	J	`jnl`	Analytic Task Scheduler: Recursive Least Squares Based Method for Continual Learning in Embodied Foundation Models. CoRR Lipei Xie, Yingxin Li, Huiping Zhuang
2025	—	`conf`	AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting. ACL (Findings) Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang
2025	J	`jnl`	AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting. CoRR Yang Xiao, Tianyi Peng, Rohan Kumar Das, Yuchen Hu, Huiping Zhuang
2025	J	`jnl`	AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making. CoRR Wenbo Li, Shiyi Wang, Yiteng Chen, Huiping Zhuang, Qingyao Wu
2025	A	`conf`	C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets. ECAI Kangdao Liu, Hao Zeng, Jianguo Huang, Huiping Zhuang, Chi-Man Vong, Hongxin Wei
2025	J	`jnl`	CALM: A Ubiquitous Crowdsourced Analytic Learning Mechanism for Continual Service Construction with Data Privacy Preservation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Kejia Fan, Yajiang Huang, Jingyu He, Feijiang Han, Jianheng Tang, Huiping Zhuang, Anfeng Liu, Tian Wang, Mianxiong Dong, Houbing Herbert Song, Yunhuai Liu
2025	A*	`conf`	CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds. ACM Multimedia Jiaxu Li, Rui Li, Jianyu Qi, Songning Lai, Linpu Lv, Kejia Fan, Jianheng Tang, Yutao Yue, Dongzhan Zhou, Yunhuai Liu, Huiping Zhuang
2025	J	`jnl`	CrossACL: Analytic Continual Learning via Feature Cross for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Yue Yan, Jianan Ji, Yuxuan Cheng, Ye Liu, Peiting Xiong, Huiping Zhuang
2025	J	`jnl`	DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA. J. Parallel Distributed Comput. Xiangfeng Sun, Yuanting Zhang, Qinyu Wang, Xiaofeng Zou, Yujia Liu, Ziqian Zeng, Huiping Zhuang
2025	J	`jnl`	Decompose, Plan in Parallel, and Merge: A Novel Paradigm for Large Language Models based Planning with Multiple Constraints. CoRR Zhengdong Lu, Weikai Lu, Yiling Tao, Yun Dai, Zixuan Chen, Huiping Zhuang, Cen Chen, Hao Peng, Ziqian Zeng
2025	J	`jnl`	EDVD-LLaMA: Explainable Deepfake Video Detection via Multimodal Large Language Model Reasoning. CoRR Haoran Sun, Chen Cai, Huiping Zhuang, Kong Aik Lee, Lap-Pui Chau, Yi Wang
2025	J	`jnl`	FedHiP: Heterogeneity-Invariant Personalized Federated Learning Through Closed-Form Solutions. CoRR Jianheng Tang, Zhirui Yang, Jingchao Wang, Kejia Fan, Jinfeng Xu, Huiping Zhuang, Anfeng Liu, Houbing Herbert Song, Leye Wang, Yunhuai Liu
2025	J	`jnl`	FrankenBot: Brain-Morphic Modular Orchestration for Robotic Manipulation with Vision-Language Models. CoRR Shiyi Wang, Wenbo Li, Yiteng Chen, Qingyao Wu, Huiping Zhuang
2025	—	`conf`	GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. ACL (1) Tao Zhang, Ziqian Zeng, YuxiangXiao YuxiangXiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan
2025	J	`jnl`	GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation. CoRR Zihao Guo, Qingyun Sun, Ziwei Zhang, Haonan Yuan, Huiping Zhuang, Xingcheng Fu, Jianxin Li
2025	A*	`conf`	L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. ICML Xiang Zhang, Run He, Chen Jiao, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang
2025	J	`jnl`	L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. CoRR Xiang Zhang, Run He, Jiao Chen, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang
2025	J	`jnl`	MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning. CoRR Tao Zhang, Ziqian Zeng, Hao Peng, Huiping Zhuang, Cen Chen
2025	J	`jnl`	Multi-modality integrated class incremental learning networks for 3D object recognition. Knowl. Based Syst. Yufei Zhang, Dongyun Lin, Xiao Zhang, Erli Meng, Zhiping Lin, Huiping Zhuang
2025	J	`jnl`	Online Analytic Exemplar-Free Continual Learning With Large Models for Imbalanced Autonomous Driving Task. IEEE Trans. Veh. Technol. Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen
2025	J	`jnl`	Online weighted hashing for cross-modal retrieval. Pattern Recognit. Zining Jiang, Zhenyu Weng, Runhao Li, Huiping Zhuang, Zhiping Lin
2025	J	`jnl`	PAL: Prompting Analytic Learning with Missing Modality for Multi-Modal Class-Incremental Learning. CoRR Xianghu Yue, Yiming Chen, Xueyi Zhang, Xiaoxue Gao, Mengling Feng, Mingrui Lao, Huiping Zhuang, Haizhou Li
2025	J	`jnl`	PEAR: privacy-preserving and effective aggregation for byzantine-robust federated learning in real-world scenarios. Comput. J. Han Sun, Yan Zhang, Huiping Zhuang, Jiatong Li, Zhen Xu, Liji Wu
2025	—	`conf`	PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. ACL (1) Ziqian Zeng, Jianwei Wang, Junyao Yang, Zhengdong Lu, Haoran Li, Huiping Zhuang, Cen Chen
2025	A*	`conf`	Probabilistic Mixture of Hyperbolic Mamba for Few-Shot Class-Incremental Learning. ACM Multimedia Yawen Cui, Wenbin Zou, Huiping Zhuang, Yi Wang, Lap-Pui Chau
2025	J	`jnl`	RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior. CoRR Junyao Yang, Jianwei Wang, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025	J	`jnl`	REAL: Representation enhanced analytic learning for exemplar-free class-incremental learning. Knowl. Based Syst. Run He, Di Fang, Yizhu Chen, Kai Tong, Cen Chen, Yi Wang, Lap-Pui Chau, Huiping Zhuang
2025	A	`conf`	ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning. WACV Yi Yang, Lei Zhong, Huiping Zhuang
2025	J	`jnl`	ResDecode: Accelerating Large Language Models Inference via Residual Decoding Heads. Big Data Min. Anal. Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Fan Yu, Hongen Shao, Xiaofeng Zou
2025	A*	`conf`	RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis. EMNLP Jianwei Wang, Chengming Shi, Junyao Yang, Haoran Li, Qianli Ma, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025	J	`jnl`	RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis. CoRR Jianwei Wang, Junyao Yang, Haoran Li, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025	—	`conf`	SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings. ACL (1) Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025	J	`jnl`	SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings. CoRR Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025	J	`jnl`	SciEducator: Scientific Video Understanding and Educating via Deming-Cycle Multi-Agent System. CoRR Zhiyu Xu, Weilong Yan, Yufei Shi, Xin Meng, Tao He, Huiping Zhuang, Ming Li, Hehe Fan
2025	A*	`conf`	Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. ICML Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang
2025	J	`jnl`	Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. CoRR Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang
2025	J	`jnl`	Subkv: Quantizing Long Context KV Cache for Sub-Billion Parameter Language Models on Edge Devices. Softw. Pract. Exp. Ziqian Zeng, Tao Zhang, Zhengdong Lu, Wenjun Li, Huiping Zhuang, Hongen Shao, Sin G. Teo, Xiaofeng Zou
2025	J	`jnl`	T-Rex: Task-Adaptive Spatial Representation Extraction for Robotic Manipulation with Vision-Language Models. CoRR Yiteng Chen, Wenbo Li, Shiyi Wang, Huiping Zhuang, Qingyao Wu
2025	J	`jnl`	WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference. CoRR Sihan Chen, Dan Zhao, Jongwoo Ko, Colby R. Banbury, Huiping Zhuang, Luming Liang, Tianyi Chen
2025	A*	`conf`	WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models. ICML Songbai Tan, Xuerui Qiu, Yao Shu, Gang Xu, Linrui Xu, Xiangyu Xu, Huiping Zhuang, Ming Li, Fei Richard Yu
2025	J	`jnl`	X-SG CoRR Zihang Cheng, Huiping Zhuang, Chun Li, Xin Meng, Ming Li, Fei Richard Yu
2025	J	`jnl`	Zero-shot event argument extraction by disentangling trigger from argument and role. Int. J. Mach. Learn. Cybern. Zhengdong Lu, Ziqian Zeng, Jianwei Wang, Hanlin Wang, Weikai Lu, Huiping Zhuang
2024	J	`jnl`	A three-stream fusion and self-differential attention network for multi-modal crowd counting. Pattern Recognit. Lett. Haihan Tang, Yi Wang, Zhiping Lin, Lap-Pui Chau, Huiping Zhuang
2024	J	`jnl`	AIR: Analytic Imbalance Rectifier for Continual Learning. CoRR Di Fang, Yinan Zhu, Runze Fang, Cen Chen, Ziqian Zeng, Huiping Zhuang
2024	J	`jnl`	AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption. CoRR Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau
2024	A*	`conf`	Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models. NeurIPS Yicheng Xu, Yuxin Chen, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura
2024	J	`jnl`	Advancing Cross-domain Discriminability in Continual Learning of Vison-Language Models. CoRR Yicheng Xu, Yuxin Chen, Jiahao Nie, Yusong Wang, Huiping Zhuang, Manabu Okumura
2024	J	`jnl`	Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection. CoRR Xinyuan Qian, Xianghu Yue, Jiadong Wang, Huiping Zhuang, Haizhou Li
2024	J	`jnl`	Analytic Continual Test-Time Adaptation for Multi-Modality Corruption. CoRR Yufei Zhang, Yicheng Xu, Hongxin Wei, Zhiping Lin, Huiping Zhuang
2024	J	`jnl`	Analytic Federated Learning. CoRR Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng
2024	J	`jnl`	Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens. CoRR Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Cen Chen
2024	J	`jnl`	Class incremental learning with analytic learning for hyperspectral image classification. J. Frankl. Inst. Huiping Zhuang, Yue Yan, Run He, Ziqian Zeng
2024	C	`conf`	Complex Motion Planning for Quadruped Robots Using Large Language Models. ISCAS Xiang Zhang, Run He, Kai Tong, Shuquan Man, Jingyu Tong, Haodong Li, Huiping Zhuang
2024	A*	`conf`	ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. AAAI Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen
2024	A*	`conf`	DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. AAAI Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin
2024	J	`jnl`	DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. CoRR Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin
2024	J	`jnl`	Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications. IEEE Trans. Consumer Electron. Cen Chen, Songyu Xie, Jing Liu, Zhongyao Cheng, Ziqian Zeng, Huiping Zhuang
2024	J	`jnl`	Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge. CoRR Weikai Lu, Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Zelin Chen, Huiping Zhuang, Cen Chen
2024	J	`jnl`	Explored seeds generation for weakly supervised semantic segmentation. Neural Comput. Appl. Terence Chow, Haojin Deng, Yimin Yang, Zhiping Lin, Huiping Zhuang, Shan Du
2024	A*	`conf`	F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning. NeurIPS Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau
2024	J	`jnl`	FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking. CoRR Rongzihan Song, Zhenyu Weng, Huiping Zhuang, Jinchang Ren, Yongming Chen, Zhiping Lin
2024	J	`jnl`	Few-Shot Contrastive Transfer Learning With Pretrained Model for Masked Face Verification. IEEE Trans. Multim. Zhenyu Weng, Huiping Zhuang, Fulin Luo, Haizhou Li, Zhiping Lin
2024	J	`jnl`	G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning. CoRR Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen
2024	A*	`conf`	GACL: Exemplar-Free Generalized Analytic Continual Learning. NeurIPS Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen
2024	J	`jnl`	GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. CoRR Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan
2024	J	`jnl`	Grasp What You Want: Embodied Dexterous Grasping System Driven by Your Voice. CoRR Junliang Li, Kai Ye, Haolan Kang, Mingxuan Liang, Yuhang Wu, Zhenhua Liu, Huiping Zhuang, Rui Huang, Yongquan Chen
2024	C	`conf`	Joint-Neighborhood Product Quantization for Unsupervised Cross-Modal Retrieval. VCIP Runhao Li, Zhenyu Weng, Yongming Chen, Huiping Zhuang, Yap-Peng Tan, Zhiping Lin
2024	J	`jnl`	Less confidence, less forgetting: Learning with a humbler teacher in exemplar-free Class-Incremental learning. Neural Networks Zijian Gao, Kele Xu, Huiping Zhuang, Li Liu, Xinjun Mao, Bo Ding, Dawei Feng, Huaimin Wang
2024	A*	`conf`	MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks. ACM Multimedia Xianghu Yue, Xueyi Zhang, Yiming Chen, Chengwei Zhang, Mingrui Lao, Huiping Zhuang, Xinyuan Qian, Haizhou Li
2024	A*	`conf`	Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. ICML Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei
2024	J	`jnl`	Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss. CoRR Zhenlong Liu, Lei Feng, Huiping Zhuang, Xiaofeng Cao, Hongxin Wei
2024	J	`jnl`	Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task. CoRR Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen
2024	J	`jnl`	PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. CoRR Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Huiping Zhuang, Cen Chen
2024	J	`jnl`	REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning. CoRR Run He, Huiping Zhuang, Di Fang, Yizhu Chen, Kai Tong, Cen Chen
2024	J	`jnl`	ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning. CoRR Yi Yang, Lei Zhong, Huiping Zhuang
2024	J	`jnl`	SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation. CoRR Jiaxu Li, Songning Lai, Rui Li, Di Fang, Kejia Fan, Jianheng Tang, Yuhan Zhao, Rongchang Zhao, Dongzhan Zhou, Yutao Yue, Huiping Zhuang
2024	J	`jnl`	TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition. CoRR Kejia Fan, Jiaxu Li, Songning Lai, Linpu Lv, Anfeng Liu, Jianheng Tang, Houbing Herbert Song, Huiping Zhuang
2024	—	`conf`	Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator. LREC/COLING Ziqian Zeng, Runyu Wu, Yuxiang Xiao, Xiaoda Zhong, Hanlin Wang, Zhengdong Lu, Huiping Zhuang
2023	J	`jnl`	Attention Multihop Graph and Multiscale Convolutional Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Hao Zhou, Fulin Luo, Huiping Zhuang, Zhenyu Weng, Xiuwen Gong, Zhiping Lin
2023	J	`jnl`	ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. CoRR Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen
2023	J	`jnl`	Constant Sequence Extension for Fast Search Using Weighted Hamming Distance. CoRR Zhenyu Weng, Huiping Zhuang, Haizhou Li, Zhiping Lin
2023	A*	`conf`	GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. CVPR Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng
2023	A*	`conf`	Mitigating Memorization of Noisy Labels by Clipping the Model Prediction. ICML Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li
2023	C	`conf`	Neighborhood Learning from Noisy Labels for Cross-Modal Retrieval. ISCAS Runhao Li, Zhenyu Weng, Huiping Zhuang, Yongming Chen, Zhiping Lin
2023	J	`jnl`	Online Multi-Face Tracking With Multi-Modality Cascaded Matching. IEEE Trans. Circuits Syst. Video Technol. Zhenyu Weng, Huiping Zhuang, Haizhou Li, Balakrishnan Ramalingam, Rajesh Elara Mohan, Zhiping Lin
2022	A*	`conf`	ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. NeurIPS Huiping Zhuang, Zhenyu Weng, Hongxin Wei, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin
2022	J	`jnl`	ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection. CoRR Huiping Zhuang, Zhenyu Weng, Renchunzi Xie, Kar-Ann Toh, Zhiping Lin
2022	J	`jnl`	Acceptance of Online Mapping Technology among Older Adults: Technology Acceptance Model with Facilitating Condition, Compatibility, and Self-Satisfaction. ISPRS Int. J. Geo Inf. Siu Shing Man, Yingqian Guo, Alan Hoi Shou Chan, Huiping Zhuang
2022	J	`jnl`	Analytic Learning of Convolutional Neural Network For Pattern Recognition. CoRR Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh
2022	J	`jnl`	Blockwise Recursive Moore-Penrose Inverse for Network Learning. IEEE Trans. Syst. Man Cybern. Syst. Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2022	J	`jnl`	Fully Decoupled Neural Network Learning Using Delayed Gradients. IEEE Trans. Neural Networks Learn. Syst. Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin
2022	J	`jnl`	Logit Clipping for Robust Learning against Label Noise. CoRR Hongxin Wei, Huiping Zhuang, Renchunzi Xie, Lei Feng, Gang Niu, Bo An, Yixuan Li
2022	Misc	`conf`	Multiple Temporal Context Embedding Networks for Unsupervised time Series Anomaly Detection. ICASSP Hanhui Li, Xinggan Peng, Huiping Zhuang, Zhiping Lin
2022	—	`conf`	Traffic Anomaly Detection in Intelligent Transport Applications with Time Series Data using Informer. ITSC Xinggan Peng, Yuxuan Lin, Qi Cao, Yigang Cen, Huiping Zhuang, Zhiping Lin
2021	A*	`conf`	Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks. ICML Huiping Zhuang, Zhenyu Weng, Fulin Luo, Kar-Ann Toj, Haizhou Li, Zhiping Lin
2021	J	`jnl`	Correlation Projection for Analytic Learning of a Classification Network. Neural Process. Lett. Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2021	C	`conf`	Training Multilayer Neural Networks Analytically Using Kernel Projection. ISCAS Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2020	J	`jnl`	Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization. CoRR Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2020	C	`conf`	Robust Real-time Face Tracking for People Wearing Face Masks. ICARCV Xinggan Peng, Huiping Zhuang, Guang-Bin Huang, Haizhou Li, Zhiping Lin
2020	J	`jnl`	Training a multilayer network with low-memory kernel-and-range projection. J. Frankl. Inst. Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2019	B	`conf`	A Low-Memory Learning Formulation for a Kernel-and-Range Network. IJCNN Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
2019	J	`jnl`	Augmented EMD for complex-valued univariate signals. IET Signal Process. Beom-Seok Oh, Huiping Zhuang, Kar-Ann Toh, Zhiping Lin
2019	J	`jnl`	Fully Decoupled Neural Network Learning Using Delayed Gradients. CoRR Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin
2018	—	`conf`	Multicomponent Signal Decomposition Using Morphological Operations. DSP Huiping Zhuang, Beom-Seok Oh, Dongyun Lin, Kar-Ann Toh, Zhiping Lin
2016	C	`conf`	Robust two-stage Kalman filtering in presence of autoregressive input. ICARCV Huiping Zhuang, Junhui Li