Guanzhong Chen

16 papers A* 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Prior Distribution Guided Gaussian Mixture Variational Autoencoder (PDGM-VAE) for Image Generation.
IEEE Trans. Circuits Syst. Video Technol.
Jingqi Song, Zhiqiang He, Yipeng Ning, Xiaoming Xi, Jie Guo, Guanzhong Chen, Xiushan Nie, Lishan Qiao, Yilong Yin
2026 J jnl
VSPrefill: Vertical-Slash Sparse Attention with Lightweight Indexing for Long-Context Prefilling.
CoRR
Guanzhong Chen
2025 — conf
CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference.
ACL (1)
Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu
2025 J jnl
From continuous pre-training to alignment: A comprehensive toolkit for large language models in federated learning.
Neurocomputing
Zhuo Zhang, Yukun Zhang, Guanzhong Chen, Lizhen Qu, Xun Zhou, Hui Wang, Zenglin Xu
2025 J jnl
HAKV: A Hotness-Aware Zone Management Approach to Optimizing Performance of LSM-tree-based Key-Value Stores.
ACM Trans. Archit. Code Optim.
Hui Sun, Qianli Yue, Guanzhong Chen, Yi Zou, Yinliang Yue, Xiao Qin
2025 J jnl
Heterogeneous Group-Based Reinforcement Learning for LLM-based Multi-Agent Systems.
CoRR
Guanzhong Chen, Shaoxiong Yang, Chao Li, Wei Liu, Jian Luan, Zenglin Xu
2025 — conf
MAPformer: Multi-periodic Transformer with Adaptive Padding for Time Series Forecasting.
PRCV (3)
Longtao Chang, Xiushan Nie, Guanzhong Chen, Xinyu Qin, Xinfeng Liu
2024 J jnl
A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges.
ACM Trans. Intell. Syst. Technol.
Yifei Zhang, Dun Zeng, Jinglong Luo, Xinyu Fu, Guanzhong Chen, Zenglin Xu, Irwin King
2024 J jnl
Centaur: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference.
CoRR
Jinglong Luo, Guanzhong Chen, Yehong Zhang, Shiyu Liu, Hui Wang, Yue Yu, Xun Zhou, Yuan Qi, Zenglin Xu
2024 J jnl
FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data.
CoRR
Yukun Zhang, Guanzhong Chen, Zenglin Xu, Jianyong Wang, Dun Zeng, Junfan Li, Jinghua Wang, Yuan Qi, Irwin King
2024 A* conf
Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack.
CCS
Guanzhong Chen, ZhengHan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu
2024 J jnl
Unveiling the Vulnerability of Private Fine-Tuning in Split-Based Frameworks for Large Language Models: A Bidirectionally Enhanced Attack.
CoRR
Guanzhong Chen, ZhengHan Qin, Mingxin Yang, Yajie Zhou, Tao Fan, Tianyu Du, Zenglin Xu
2024 J jnl
gLSM: Using GPGPU to Accelerate Compactions in LSM-tree-based Key-value Stores.
ACM Trans. Storage
Hui Sun, Jinfeng Xu, Xiangxiang Jiang, Guanzhong Chen, Yinliang Yue, Xiao Qin
2023 J jnl
Improving LSM-Tree Based Key-Value Stores With Fine-Grained Compaction Mechanism.
IEEE Trans. Cloud Comput.
Hui Sun, Guanzhong Chen, Yinliang Yue, Xiao Qin
2022 J jnl
A Modified ALOS Method of Path Tracking for AUVs with Reinforcement Learning Accelerated by Dynamic Data-Driven AUV Model.
J. Intell. Robotic Syst.
Dianrui Wang, Bo He, Yue Shen, Guangliang Li, Guanzhong Chen
2021 J jnl
2D multi-area coverage path planning using L-SHADE in simulated ocean survey.
Appl. Soft Comput.
Guanzhong Chen, Yue Shen, Yixiao Zhang, Wenfeng Zhang, Dianrui Wang, Bo He