Liangjian Wen - Publications, H-index & Citations

温良剑 (Liangjian Wen)

southwestern university of finance and economics

2H指数

10论文数

16被引数

收录论文 4

发表时间

GazeCLIP: Enhancing gaze estimation through text-guided multimodal learning GazeCLIP：通过文本引导的多模态学习增强视线估计

Neurocomputing

IF6.5

2026-04-07

PREAI

Jun Wang; Hao Ruan; Liangjian Wen; Yong Dai; Mingjie Wang

MRDNet: Multivariable Relational Decomposition Network for Multivariate Time Series Forecasting MRDNet：用于多变量时间序列预测的多变量关系分解网络

Knowledge-Based Systems

IF7.6

2026-02-18

PREAI

Ao Hu; Liangjian Wen; Mingyi Zhang; Yong Dai; Dongkai Wang; Jun Wang; Jiang Duan

FDNet: High-frequency disentanglement network with information-theoretic guidance for multivariate time series forecasting

PATTERN RECOGNITION

IF7.6

2026-01-21

PREAI

Hu, Ao; Wen, Liangjian; Duan, Jiang; Dai, Yong; Wang, Dongkai; Huang, Shudong; Wang, Jun; Xu, Zenglin

Cross-Scale Attention for Long-Term Time Series Forecasting

ieee signal processing magazine

IF3.9

2024-01-01

PREAI

Wen, Liangjian; Hu, Quan; Guo, Cong; Hu, Ao; Zhang, Mingyi

研究方向

多模态大模型表征学习AI Agent自监督学习长期预测知识诱导认知推理Web智能体多变量关系分解网络多变量时间序列预测Time Series Forecasting多模态交互对比学习Self-Supervised LearningMulti-View Entropy Bottleneck少样本学习structure-preserving graph representation learning布局模式生成序列模式建模小样本学习背景捷径学习校正自监督共识表示学习属性图深度学习信息度量梯度估计few-shot classificationview-learnable contrastive learning表示学习循环神经网络结构化剪枝复杂结构数据的相似度学习指导比赛指导学生硕士生时间序列预测Agent岑凯琪（2025-至今）：Agent和大模型本科生李鑫伟（2024-2025），推荐导师，去电子科大读硕士

合作学者

合作期刊