Huiping Zhuang

27 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4612-5445 ↗Homepage ↗

Venues

ACL ×5 AAAI ×4 ACM MM ×4 ICML ×4 NeurIPS ×4 CVPR ×1 ECAI ×1 EMNLP ×1 ICCV ×1 IROS ×1 WACV ×1

Frequent coauthors

Ziqian Zeng

×13

Cen Chen

×13

Run He

×7

Kai Tong

×5

Di Fang

×4

Hongxin Wei

×4

Junyao Yang

×3

Jianwei Wang

×3

Haoran Li

×3

Yicheng Xu

×3

Yawen Cui

×3

Tao Zhang

×2

Papers

MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
ACL 2026 ·
Tao Zhang
,
Ziqian Zeng
,
Hao Peng
, Huiping Zhuang,
Cen Chen
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior
AAAI 2026 ·
Junyao Yang
,
Jianwei Wang
, Huiping Zhuang,
Cen Chen
,
Ziqian Zeng
Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning
AAAI 2026 ·
Xueyi Zhang
,
Chengwei Zhang
,
Zheng Li
,
Xiyu Wang
,
Siqi Cai
,
Mingrui Lao
,
Yanming Guo
, Huiping Zhuang
A Bio-inspired Robotic Electric Ray Design of Multimodal Locomotion with Grasping Function
IROS 2025 ·
Yuyang Mo
,
Xing Xie
,
Zicun Hong
, Huiping Zhuang,
Yong Zhong
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
CVPR 2025 ·
Run He
,
Kai Tong
,
Di Fang
,
Han Sun
,
Ziqian Zeng
,
Haoran Li
,
Tianyi Chen
, Huiping Zhuang
Analytic Continual Test-Time Adaptation for Multi-Modality Corruption
ACM MM 2025 ·
Yufei Zhang
,
Yicheng Xu
,
Hongxin Wei
,
Zhiping Lin
,
Xiaofeng Zou
,
Cen Chen
, Huiping Zhuang
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting
ACL 2025 ·
Yang Xiao
,
Tianyi Peng
,
Rohan Kumar Das
,
Yuchen Hu
, Huiping Zhuang
Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Models
ICCV 2025 ·
Kai Tong
,
Kang Pan
,
Xiao Zhang
,
Erli Meng
,
Run He
,
Yawen Cui
,
Nuoyan Guo
, Huiping Zhuang
C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
ECAI 2025 ·
Kangdao Liu
,
Hao Zeng
,
Jianguo Huang
, Huiping Zhuang,
Chi-Man Vong
,
Hongxin Wei
CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds
ACM MM 2025 ·
Jiaxu Li
,
Rui Li
,
Jianyu Qi
,
Songning Lai
,
Linpu Lv
,
Kejia Fan
,
Jianheng Tang
,
Yutao Yue
,
Dongzhan Zhou
,
Yunhuai Liu
, Huiping Zhuang
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models
ACL 2025 ·
Tao Zhang
,
Ziqian Zeng
,
YuxiangXiao YuxiangXiao
, Huiping Zhuang,
Cen Chen
,
James R. Foulds
,
Shimei Pan
GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation
NeurIPS 2025 ·
Zihao Guo
,
Qingyun Sun
,
Ziwei Zhang
,
Haonan Yuan
, Huiping Zhuang,
Xingcheng Fu
,
Jianxin Li
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
ICML 2025 ·
Xiang Zhang
,
Run He
,
Chen Jiao
,
Di Fang
,
Ming Li
,
Ziqian Zeng
,
Cen Chen
, Huiping Zhuang
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration
ACL 2025 ·
Ziqian Zeng
,
Jianwei Wang
,
Junyao Yang
,
Zhengdong Lu
,
Haoran Li
, Huiping Zhuang,
Cen Chen
Probabilistic Mixture of Hyperbolic Mamba for Few-Shot Class-Incremental Learning
ACM MM 2025 ·
Yawen Cui
,
Wenbin Zou
, Huiping Zhuang,
Yi Wang
,
Lap-Pui Chau
ReFu: Recursive Fusion for Exemplar-Free 3D Class-Incremental Learning
WACV 2025 ·
Yi Yang
,
Lei Zhong
, Huiping Zhuang
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis
EMNLP 2025 ·
Jianwei Wang
,
Chengming Shi
,
Junyao Yang
,
Haoran Li
,
Qianli Ma
, Huiping Zhuang,
Cen Chen
,
Ziqian Zeng
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings
ACL 2025 ·
Weikai Lu
,
Hao Peng
, Huiping Zhuang,
Cen Chen
,
Ziqian Zeng
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
ICML 2025 ·
Run He
,
Di Fang
,
Yicheng Xu
,
Yawen Cui
,
Ming Li
,
Cen Chen
,
Ziqian Zeng
, Huiping Zhuang
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models
ICML 2025 ·
Songbai Tan
,
Xuerui Qiu
,
Yao Shu
,
Gang Xu
,
Linrui Xu
,
Xiangyu Xu
, Huiping Zhuang,
Ming Li
,
Fei Richard Yu
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
NeurIPS 2024 ·
Yicheng Xu
,
Yuxin Chen
,
Jiahao Nie
,
Yusong Wang
, Huiping Zhuang,
Manabu Okumura
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
AAAI 2024 ·
Ziqian Zeng
,
Yihuai Hong
,
Hongliang Dai
, Huiping Zhuang,
Cen Chen
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning
AAAI 2024 · Huiping Zhuang,
Run He
,
Kai Tong
,
Ziqian Zeng
,
Cen Chen
,
Zhiping Lin
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
NeurIPS 2024 · Huiping Zhuang,
Yuchen Liu
,
Run He
,
Kai Tong
,
Ziqian Zeng
,
Cen Chen
,
Yi Wang
,
Lap-Pui Chau
GACL: Exemplar-Free Generalized Analytic Continual Learning
NeurIPS 2024 · Huiping Zhuang,
Yizhu Chen
,
Di Fang
,
Run He
,
Kai Tong
,
Hongxin Wei
,
Ziqian Zeng
,
Cen Chen
MMAL: Multi-Modal Analytic Learning for Exemplar-Free Audio-Visual Class Incremental Tasks
ACM MM 2024 ·
Xianghu Yue
,
Xueyi Zhang
,
Yiming Chen
,
Chengwei Zhang
,
Mingrui Lao
, Huiping Zhuang,
Xinyuan Qian
,
Haizhou Li
Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss
ICML 2024 ·
Zhenlong Liu
,
Lei Feng
, Huiping Zhuang,
Xiaofeng Cao
,
Hongxin Wei