Qunshan He - Publications, H-index & Citations

Qunshan He

zhejiang university

6H指数

29论文数

131被引数

收录论文 13

发表时间

GEMP: LLM-Guided Expert Mixture Partitioning Framework for Industrial Biochemical Processes Forecasting GEMP：用于工业生化过程预测的LLM引导专家混合分组框架

IEEE Transactions on Industrial Informatics

IF9.9

2026-10-14

PREAI

Yichen Song; Qunshan He; Simengxu Qiao; Zijian Tian; Zhaoran Liu; Changdi Li; Xinggao Liu

Explicit timestamp modeling for long-term time series forecasting via pattern and residual fusion 通过模式和残差融合进行长期时间序列预测的显式时间戳建模

Pattern Recognition

IF7.6

2026-09-18

PREAI

Simengxu Qiao; Kaiwen Xu; Yichen Song; Qunshan He; Xinggao Liu

EagleSight: A Cloud-Edge-Device Collaborative Pedestrian Trajectory Prediction System for Traffic Safety EagleSight：一种面向交通安全、云-边-端协同的行人轨迹预测系统

Internet of Things

IF7.6

2026-08-27

PREAI

Changdi Li; Yanfeng Wu; Qunshan He; Anqi Xie; Xin Lu; Chengge Duan; Minze Wang; Qi Yuan; Hao Wu; Xinggao Liu

Toward Accessible AI Research for Complex Batch Biochemical Processes 面向复杂批次生物化学过程的可及性AI研究

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-01-28

PREAI

Shifan Chen; Yinhong Zhou; Peiyan Tu; Leiyu Chen; Qunshan He; Simengxu Qiao; He Zhang; Xinggao Liu

A soft sensor net based on the symplectic decomposition-global attention reconstruction architecture for biopharmaceutical industry 基于辛分解-全局注意力重建架构的软传感器网络，用于生物制药行业

Applied Soft Computing

IF6.6

2025-07-23

PREAI

Simengxu Qiao; Yichen Song; Qunshan He; Shifan Chen; He Zhang; Xinggao Liu

Gate-based GWNet for process quality filter and multioutput prediction

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-03-01

PREAI

Chen, Shifan; He, Qunshan; Tu, Peiyan; Qiao, Simengxu; Zhang, He; Li, Xinggao

Controllable Mixture-of-Experts for Multivariate Soft Sensors 可控专家混合模型用于多元软传感器

IEEE Transactions on Automation Science and Engineering

IF6.4

2025-01-01

PREAI

Licheng Pan; Hao Wang; Zhichao Chen; Yuxin Huang; Yunlong Niu; Zhaoran Liu; Qunshan He; Xinggao Liu

TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-01

PREAI

Pan, Licheng; Wang, Hao; Chen, Zhichao; Huang, Yuxin; Liu, Zhaoran; He, Qunshan; Liu, Xinggao

HMT: Hybrid mechanistic Transformer for bio-fabrication prediction under complex environmental conditions HMT：复杂环境条件下生物制造预测的混合机理Transformer

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Song, Yichen; Xu, Hu; Li, Changdi; He, Qunshan; Tian, Zijian

Causality Enhanced Global-Local Graph Neural Network for Bioprocess Factor Forecasting 因果关系增强的全局-局部图神经网络在生物过程因子预测中的应用

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-10-01

PREAI

Sun, Ziyue; Li, Yinlong; He, Qunshan; Xu, Hu; Wang, Wenhai; Liu, Xinggao

Fast Forest Fire Detection and Segmentation Application for UAV-Assisted Mobile Edge Computing System

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-08-15

PREAI

Li, Changdi; Li, Guangye; Song, Yichen; He, Qunshan; Tian, Zijian; Xu, Hu; Liu, Xinggao

Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-04-01

PREAI

Liu, Zhaoran; Cao, Yizhi; Xu, Hu; Huang, Yuxin; He, Qunshan; Chen, Xinjie; Tang, Xiaoyu; Liu, Xinggao

Human-in-the-loop: Human involvement in enhancing medical inquiry performance in large language models

ALLERGY

IF12

2023-12-11

PREAI

Shu, Linping; He, Qunshan; Yan, Bing; Wu, Di; Wang, Menglin; Wang, Chengshuo; Zhang, Luo

研究方向