Search Results for author: Jiaxi Hu

Found 4 papers, 1 papers with code

Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting

no code implementations25 May 2024 Jiaxi Hu, Disen Lan, Ziyu Zhou, Qingsong Wen, Yuxuan Liang

State Space Models (SSMs) have emerged as a potent tool in sequence modeling tasks in recent years.

BiVRec: Bidirectional View-based Multimodal Sequential Recommendation

no code implementations27 Feb 2024 Jiaxi Hu, Jingtong Gao, Xiangyu Zhao, Yuehong Hu, Yuxuan Liang, Yiqi Wang, Ming He, Zitao Liu, Hongzhi Yin

The integration of multimodal information into sequential recommender systems has attracted significant attention in recent research.

Semantic Similarity Semantic Textual Similarity +1

Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective

no code implementations18 Feb 2024 Jiaxi Hu, Yuehong Hu, Wei Chen, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang

In long-term time series forecasting (LTSF) tasks, an increasing number of models have acknowledged that discrete time series originate from continuous dynamic systems and have attempted to model their dynamical structures.

Time Series Time Series Forecasting

Multimodal Recommender Systems: A Survey

1 code implementation8 Feb 2023 Qidong Liu, Jiaxi Hu, Yutian Xiao, Jingtong Gao, Xiangyu Zhao

In this paper, we will give a comprehensive survey of the MRS models, mainly from technical views.

Attribute Model Optimization +1

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