Ziwei Fan | DeepAI

DeepAI AI Chat

Featured Co-authors

Philip S. Yu
299 publications
Yu Wang
276 publications
Fan Yang
225 publications
Caiming Xiong
210 publications
Jiawei Zhang
144 publications
Hao Peng
135 publications
Carola-Bibiane Schönlieb
128 publications
Xiang Bai
128 publications
Zhen Li
122 publications
Xiang Wang
116 publications
Ke Xu
108 publications

∙ 06/21/2023

Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing

Sequential recommendation (SR) investigates the dynamic user preferences...

0 Ziwei Fan, et al. ∙

∙ 06/05/2023

Personalized Federated Domain Adaptation for Item-to-Item Recommendation

Item-to-Item (I2I) recommendation is an important function in most recom...

0 Ziwei Fan, et al. ∙

∙ 05/12/2023

Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training

Existing recommender systems face difficulties with zero-shot items, i.e...

0 Ziwei Fan, et al. ∙

∙ 04/06/2023

Graph Collaborative Signals Denoising and Augmentation for Recommendation

Graph collaborative filtering (GCF) is a popular technique for capturing...

0 Ziwei Fan, et al. ∙

∙ 01/28/2023

Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation

Self-supervised sequential recommendation significantly improves recomme...

0 Ziwei Fan, et al. ∙

∙ 01/04/2023

Episodes Discovery Recommendation with Multi-Source Augmentations

Recommender systems (RS) commonly retrieve potential candidate items for...

0 Ziwei Fan, et al. ∙

∙ 01/16/2022

Sequential Recommendation via Stochastic Self-Attention

Sequential recommendation models the dynamics of a user's previous behav...

2 Ziwei Fan, et al. ∙

∙ 11/21/2021

Federated Social Recommendation with Graph Neural Network

Recommender systems have become prosperous nowadays, designed to predict...

4 Zhiwei Liu, et al. ∙

∙ 11/18/2021

Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence

Artificial intelligence (AI) provides a promising substitution for strea...

14 Xiang Bai, et al. ∙

∙ 08/26/2021

DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN

In the information explosion era, recommender systems (RSs) are widely s...

0 Yu Wang, et al. ∙

∙ 08/14/2021

Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer

In order to model the evolution of user preference, we should learn user...

10 Ziwei Fan, et al. ∙

∙ 06/11/2021

Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation

The sequential patterns within the user interactions are pivotal for rep...

0 Ziwei Fan, et al. ∙

∙ 05/02/2021

Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer

Sequential Recommendation characterizes the evolving patterns by modelin...

0 Zhiwei Liu, et al. ∙

∙ 10/22/2020

Basket Recommendation with Multi-Intent Translation Graph Neural Network

The problem of basket recommendation (BR) is to recommend a ranking list...

9 Zhiwei Liu, et al. ∙

∙ 08/12/2020

Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering

Due to the rapid growth of information available about individual patien...

0 Ziwei Fan, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world