Chengze Du

30 papers B 5Journal 22Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Knowledge-based computational deep network for dynamic parameter predication with large language models: A case study on oil transport pipeline network.
Eng. Appl. Artif. Intell.
Chengze Du, Faming Gong, Yuhao Zhou, Xiaofeng Ji, Yanpu Zhao, Jingcheng Gao
2026 J jnl
PMTE-LLM:An LLM-based time series forecasting method using professional mechanism and training experience.
Neural Networks
Chengze Du, Faming Gong, Yuhao Zhou, Yi Yu, Xiaolin Lu, Jingcheng Gao
2026 J jnl
REACH: Reinforcement Learning for Efficient Allocation in Community and Heterogeneous Networks.
IEEE Trans. Netw. Serv. Manag.
Zhiwei Yu, Chengze Du, Heng Xu, Ying Zhou, Bo Liu, Jialong Li
2026 J jnl
RailS: Load Balancing for All-to-All Communication in Distributed Mixture-of-Experts Training.
IEEE Trans. Netw.
Heng Xu, Zhiwei Yu, Chengze Du, Ying Zhou, Letian Li, Haojie Wang, Weiqiang Cheng, Jialong Li
2026 J jnl
Run as one: CLIP-based semantic fusion hashing for multi-modal retrieval.
Displays
Yanpu Zhao, Faming Gong, Chengze Du, Xiaofeng Ji, Dongxu Li, Xing Yan, Junjie Xu
2025 J jnl
A channel attention memory selection network for unsupervised anomaly detection.
Clust. Comput.
Faming Gong, Yi Yu, Chengze Du, Junjie Hao, Yingchao Feng, Ya Li
2025 J jnl
Cross-Timeslot Optimization for Distributed GPU Inference Using Reinforcement Learning.
CoRR
Chengze Du, Zhiwei Yu, Heng Xu, Haojie Wang, Bo Liu, Jialong Li
2025 J jnl
FIM-JFF: Lightweight and Fine-Grained Visual UAV Localization Algorithms in Complex Urban Electromagnetic Environments.
Inf.
Faming Gong, Junjie Hao, Chengze Du, Hao Wang, Yanpu Zhao, Yi Yu, Xiaofeng Ji
2025 — conf
FreCT: Frequency-Augmented Convolutional Transformer for Robust Time Series Anomaly Detection.
ICIC (16)
Wenxin Zhang, Ding Xu, Guangzhen Yao, Xiaojian Lin, Renxiang Guan, Chengze Du, Renda Han, Xi Xuan, Cuicui Luo
2025 J jnl
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection.
CoRR
Wenxin Zhang, Ding Xu, Guangzhen Yao, Xiaojian Lin, Renxiang Guan, Chengze Du, Renda Han, Xi Xuan, Cuicui Luo
2025 B conf
GLFormer: A Lightweight Vision Transformer for Balancing Global and Local Information.
IJCNN
Zezhou Wang, Yi Wang, Wei Zhang, Yuping Yuan, Suyang Chen, Guangzhen Yao, Chengze Du, Renda Han, Bobin Xie, Sandong Zhu, Long Zhang
2025 B conf
GuidedLatent: Defending VAEs against Membership Inference Attacks via Distribution-Guided Privacy.
IJCNN
Chengze Du, Guangzhen Yao, Jibin Shi, Ying Zhang, Renda Han
2025 J jnl
Identification of path congestion status for network performance tomography using deep spatial-temporal learning.
Comput. Commun.
Chengze Du, Zhiwei Yu, Xiangyu Wang
2025 J jnl
LLM-TFNet: a method of production prediction on electric submersible pump wells based on large language model.
Clust. Comput.
Faming Gong, Hao Wang, Chengze Du, Junjie Hao, Jingcheng Gao
2025 J jnl
MFGDAFormer: Multi-scale frequency-guided dual-branch attention transformer for low-light image enhancement.
Neurocomputing
Faming Gong, Yimeng Zhang, Chengze Du, Xiaofeng Ji
2025 B conf
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering.
IJCNN
Renda Han, Guangzhen Yao, Mingyuan Li, Wenxin Zhang, Yu Li, Wen Xin, Huajie Lei, Mengfei Li, Zeyu Zhang, Chengze Du, Yahe Tian
2025 J jnl
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering.
CoRR
Renda Han, Guangzhen Yao, Wenxin Zhang, Yu Li, Wen Xin, Huajie Lei, Mengfei Li, Zeyu Zhang, Chengze Du, Yahe Tian
2025 J jnl
PLATONT: Learning a Platonic Representation for Unified Network Tomography.
CoRR
Chengze Du, Heng Xu, Zhiwei Yu, Bo Liu, Jialong Li
2025 J jnl
REACH: Reinforcement Learning for Efficient Allocation in Community and Heterogeneous Networks.
CoRR
Zhiwei Yu, Chengze Du, Heng Xu, Ying Zhou, Bo Liu, Jialong Li
2025 B conf
RL-Pruner: Retraining-Free Global Exploration Pruning Method Based on Reinforcement Learning.
IJCNN
Guangzhen Yao, Yi Wang, Wenxin Zhang, Xaioyu Deng, Chengze Du, Renda Han, Zhanghao Qin, Yu Li, Bobin Xie, Bowen Dong, Haiming Peng, Sandong Zhu, Long Zhang, Zezhou Wang, Zeyu Zhang
2025 J jnl
RailS: Load Balancing for All-to-All Communication in Distributed Mixture-of-Experts Training.
CoRR
Heng Xu, Zhiwei Yu, Chengze Du, Ying Zhou, Letian Li, Haojie Wang, Weiqiang Cheng, Jialong Li
2025 J jnl
RoTO: Robust Topology Obfuscation Against Tomography Inference Attacks.
CoRR
Chengze Du, Heng Xu, Zhiwei Yu, Ying Zhou, Zili Meng, Jialong Li
2025 — conf
SecureNT: Smart Topology Obfuscation for Privacy-Aware Network Monitoring.
ICIC (15)
Chengze Du, Jibin Shi, Hui Xu, Guangzhen Yao
2024 B conf
Advanced Image Analysis in Offshore Drilling Surveillance via Edge-Cloud Framework Leveraging Deep Reinforcement Learning.
IJCNN
Xiaofeng Ji, Faming Gong, Nuanlai Wang, Chengze Du, Kaiwen Zheng
2024 J jnl
Identification of Path Congestion Status for Network Performance Tomography using Deep Spatial-Temporal Learning.
CoRR
Chengze Du, Zhiwei Yu, Xiangyu Wang
2024 J jnl
Pressure and Temperature Prediction of Oil Pipeline Networks Based on a Mechanism-Data Hybrid Driven Method.
Inf.
Faming Gong, Xingfang Zhao, Chengze Du, Kaiwen Zheng, Zhuang Shi, Hao Wang
2024 J jnl
SecureNT: A Practical Framework for Efficient Topology Protection and Monitoring.
CoRR
Chengze Du, Jibin Shi
2024 J jnl
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge-cloud collaboration.
Adv. Eng. Informatics
Xiaofeng Ji, Faming Gong, Nuanlai Wang, Chengze Du, Xiangbing Yuan
2021 J jnl
Design and application of adaptive PID controller based on asynchronous advantage actor-critic learning method.
Wirel. Networks
Qifeng Sun, Chengze Du, Youxiang Duan, Hui Ren, Hongqiang Li
2020 — conf
Fault Diagnosis of Vertical Pumping Unit Based on Characteristic Recalibration Residual Convolutional Neural Network.
SimuTools (2)
Youxiang Duan, Cheng Chang, Qifeng Sun, Chengze Du, Zhengyang Li