张淼｜浙江科技学院｜学者主页

期刊论文

2026

人工智能驱动的智能运维故障预测模型构建

张淼

《中国高新科技》

DOI

2026

考虑多能源不确定性的微能源网多场景分布鲁棒优化配置

张淼，闫群民，王磊，宋潇，赵梦珏

《科学技术与工程》

2026

A Novel Soft Sensor Based on Gating Weighted Multihead Self-Attention LSTM Network for Dynamic Nonlinear Processes

Miao Zhang, Gang Xu, Le Zhou

IEEE Transactions on Instrumentation and Measurement

DOI

2026

LowLightReward: A unified framework for low-light enhancement across spatial, channel, and aesthetic domains

Miao Zhang, Jun Yin, Haoyue Han, Jing Zhong, Pei-Lin Li, Yuan-Tao Wang, Chenghe Yang, Yu-Xin Zheng, Han-Ning Liu, Jun-Bo Tan, Xueqian Wang

Neurocomputing

DOI

2026

When to Lock Attention: Training-Free KV Control in Video Diffusion

Tian-Yi Zeng, Jincheng Gao, Tianyi Wang, Zi-Jie Meng, Miao Zhang, Jun Yin, Haoyuan Sun, Jun-Feng Jiao, Christian G. Claudel, Jun-Bo Tan, Xueqian Wang

arXiv.org

DOI

2026

Integrating Soft Gripper and Gripping Agent for Universal Robotic Grasping

Zhuo-Wei Li, Miao Zhang, Jun Yin, Zhi-Yong Dong, Yuan-Tao Wang, He Zhang

Eureka

DOI

2025

数据驱动型振荡模式预测方案及谐振抑制分析

丁炅，朱介北，张淼，边翊楠，俞露杰，贾宏杰

《电力系统自动化》

2025

TSCnet: A text-driven semantic-level controllable framework for customized low-light image enhancement

Miao Zhang, Jun Yin, Peng-Yu Zeng, Yi-Qing Shen, Shuai Lu, Xueqian Wang

Neurocomputing

DOI

2025

PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net

Jun Yin, Yang-Fan He, Miao Zhang, Peng-Yu Zeng, Tianyi Wang, Shuai Lu, Xueqian Wang

arXiv.org

DOI

2025

FloorPlan-DeepSeek (FPDS): A multimodal approach to floorplan generation using vector-based next room prediction

Jun Yin, Peng-Yu Zeng, Jing Zhong, Pei-Lin Li, Miao Zhang, Ran Luo, Shuai Lu

eCAADe proceedings

DOI

2025

FloorplanMAE:A self-supervised framework for complete floorplan generation from partial inputs

Jun Yin, Jing Zhong, Peng-Yu Zeng, Pei-Lin Li, Miao Zhang, Ran Luo, Shuai Lu

CAADRIA proceedings

DOI

2025

MRED-14: A Benchmark for Low-Energy Residential Floor Plan Generation with 14 Flexible Inputs

Peng-Yu Zeng, Jun Yin, Haoyuan Sun, Yu-Qin Dai, Mao-Wei Jiang, Miao Zhang, Shuai Lu

ACM Multimedia

DOI

2025

A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models

Miao Zhang, Zhen-Long Fang, Tianyi Wang, Qian Zhang, Shuai Lu, Jun-Feng Jiao, Tianyu Shi

arXiv.org

DOI

2025

Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance

Pei-Lin Li, Jun Yin, Jing Zhong, Ran Luo, Peng-Yu Zeng, Miao Zhang

eCAADe proceedings

DOI

2025

UrbanSense:AFramework for Quantitative Analysis of Urban Streetscapes leveraging Vision Large Language Models

Jun Yin, Jing Zhong, Pei-Lin Li, Peng-Yu Zeng, Miao Zhang, Ran Luo, Shuai Lu

eCAADe proceedings

DOI

2024

面向实际化工过程故障诊断的强化深度卷积神经网络模型构建与应用

张佳鑫，张淼，戴一阳，董立春

《化工进展》

2024

A Novel Bidirectional Long Short-Term Memory Network With Weighted Attention Mechanism for Industrial Soft Sensor Development

Miao Zhang, Beike Xu, Jing Jie, Beiping Hou, Le Zhou

IEEE Sensors Journal

DOI

2023

机器学习用于变压器故障诊断综述

汤心韵，张淼，邹旻昊，张成林，李思

《电气应用》

2023

A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes

Miao Zhang, Beike Xu, Le Zhou, Hui Ping Zheng, Jing Jie

Journal of Chemometrics

DOI

2022

A Multi-Rate Probabilistic Slow Feature Regression Model for Dynamic Feature Learning and Industrial Soft Sensor Development

Miao Zhang, Zhiwei Wen, Le Zhou

IEEE Access

DOI

2021

基于GWO-TCN网络的HVDC输电线路故障诊断

刘辉，李永康，张淼，刘维

《电子测量技术》

DOI

2021

Soft Sensor Development Based on Quality‐Relevant Slow Feature Analysis and Bayesian Regression with Application to Propylene Polymerization

Miao Zhang, Le Zhou, Jing Jie, Xiaoli Wu

Journal of Sensors

DOI

2019

空调企业碳减排技术投资需求的库存动态优化研究——基于LSTM神经网络模型

陈帅，杨荔英，张淼

《中国物价》，No. 4

下载原文

2019

A multi-scale prediction model based on empirical mode decomposition and chaos theory for industrial melt index prediction

Miao Zhang, Le Zhou, Jing Jie, Xinggao Liu

Chemometrics and Intelligent Laboratory Systems

DOI

2012

BP人工神经网络在加氢汽油干点软测量中的应用研究

曹玉波，张淼，苏涛

《吉林化工学院学报》

会议论文

2020

基于多采样率因子分析回归的工业过程软测量建模

曾银雪，王尧欣，张淼，周乐

《第31届中国过程控制会议（CPCC 2020）摘要集》

DOI

张淼

精选作品

期刊论文

人工智能驱动的智能运维故障预测模型构建

考虑多能源不确定性的微能源网多场景分布鲁棒优化配置

A Novel Soft Sensor Based on Gating Weighted Multihead Self-Attention LSTM Network for Dynamic Nonlinear Processes

LowLightReward: A unified framework for low-light enhancement across spatial, channel, and aesthetic domains

When to Lock Attention: Training-Free KV Control in Video Diffusion

Integrating Soft Gripper and Gripping Agent for Universal Robotic Grasping

数据驱动型振荡模式预测方案及谐振抑制分析

TSCnet: A text-driven semantic-level controllable framework for customized low-light image enhancement

PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net

FloorPlan-DeepSeek (FPDS): A multimodal approach to floorplan generation using vector-based next room prediction

FloorplanMAE:A self-supervised framework for complete floorplan generation from partial inputs

MRED-14: A Benchmark for Low-Energy Residential Floor Plan Generation with 14 Flexible Inputs

A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models

Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance

UrbanSense:AFramework for Quantitative Analysis of Urban Streetscapes leveraging Vision Large Language Models

面向实际化工过程故障诊断的强化深度卷积神经网络模型构建与应用

A Novel Bidirectional Long Short-Term Memory Network With Weighted Attention Mechanism for Industrial Soft Sensor Development

机器学习用于变压器故障诊断综述

A data‐driven soft sensor based on weighted probabilistic slow feature analysis for nonlinear dynamic chemical processes

A Multi-Rate Probabilistic Slow Feature Regression Model for Dynamic Feature Learning and Industrial Soft Sensor Development

基于GWO-TCN网络的HVDC输电线路故障诊断

Soft Sensor Development Based on Quality‐Relevant Slow Feature Analysis and Bayesian Regression with Application to Propylene Polymerization

空调企业碳减排技术投资需求的库存动态优化研究——基于LSTM神经网络模型

A multi-scale prediction model based on empirical mode decomposition and chaos theory for industrial melt index prediction

BP人工神经网络在加氢汽油干点软测量中的应用研究

会议论文

基于多采样率因子分析回归的工业过程软测量建模

研究方向