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Works (15)

Multimodal Pre-training for Sequential Recommendation via Contrastive Learning

ACM Transactions on Recommender Systems
2025-03-31 | Journal article
DOI: 10.1145/3682075
Contributors: Lingzi Zhang; Xin Zhou; Zhiwei Zeng; Zhiqi Shen
Source: check_circle
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PrivFR: Privacy-Enhanced Federated Recommendation With Shared Hash Embedding

IEEE Transactions on Neural Networks and Learning Systems
2025-01 | Journal article
DOI: 10.1109/TNNLS.2024.3387757
Contributors: Honglei Zhang; Xin Zhou; Zhiqi Shen; Yidong Li
Source: check_circle
Crossref

Disentangled Graph Variational Auto-Encoder for Multimodal Recommendation With Interpretability

IEEE Transactions on Multimedia
2024 | Journal article
DOI: 10.1109/TMM.2024.3369875
Contributors: Xin Zhou; Chunyan Miao
Source: check_circle
Crossref

Multi-modal Food Recommendation with Health-aware Knowledge Distillation

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679580
Contributors: Yixin Zhang; Xin Zhou; Fanglin Zhu; Ning Liu; Wei Guo; Yonghui Xu; Zhiqi Shen; Lizhen Cui
Source: check_circle
Crossref

The crowd in MOOCs: a study of learning patterns at scale

Interactive Learning Environments
2024-08-20 | Journal article
DOI: 10.1080/10494820.2024.2392175
Contributors: Xin Zhou; Aixin Sun; Jie Zhang; Donghui Lin
Source: check_circle
Crossref

GreenRec: A Large-Scale Dataset for Green Food Recommendation

2024-05-13 | Conference paper
DOI: 10.1145/3589335.3651516
Contributors: Lingzi Zhang; Yinan Zhang; Xin Zhou; Zhiqi Shen
Source: check_circle
Crossref

Multimodal Pretraining and Generation for Recommendation: A Tutorial

2024-05-13 | Conference paper
DOI: 10.1145/3589335.3641248
Contributors: Jieming Zhu; Xin Zhou; Chuhan Wu; Rui Zhang; Zhenhua Dong
Source: check_circle
Crossref

MMRec: Simplifying Multimodal Recommendation

2023-12-06 | Conference paper
DOI: 10.1145/3611380.3628561
Contributors: Xin Zhou
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A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation

2023-10-26 | Conference paper
DOI: 10.1145/3581783.3611943
Contributors: Xin Zhou; Zhiqi Shen
Source: check_circle
Crossref

Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation

2023-10-21 | Conference paper
DOI: 10.1145/3583780.3614801
Contributors: Jiazheng Jing; Yinan Zhang; Xin Zhou; Zhiqi Shen
Source: check_circle
Crossref

SelfCF: A Simple Framework for Self-supervised Collaborative Filtering

ACM Transactions on Recommender Systems
2023-06-30 | Journal article
DOI: 10.1145/3591469
Contributors: Xin Zhou; Aixin Sun; Yong Liu; Jie Zhang; Chunyan Miao
Source: check_circle
Crossref

Bootstrap Latent Representations for Multi-modal Recommendation

2023-04-30 | Conference paper
DOI: 10.1145/3543507.3583251
Contributors: Xin Zhou; Hongyu Zhou; Yong Liu; Zhiwei Zeng; Chunyan Miao; Pengwei Wang; Yuan You; Feijun Jiang
Source: check_circle
Crossref

A Semi-Centralized Trust Management Model Based on Blockchain for Data Exchange in IoT System

IEEE Transactions on Services Computing
2023-03-01 | Journal article
DOI: 10.1109/TSC.2022.3181668
Contributors: Yuan Liu; Chuang Zhang; Yu Yan; Xin Zhou; Zhihong Tian; Jie Zhang
Source: check_circle
Crossref

Inductive Graph Transformer for Delivery Time Estimation

2023-02-27 | Conference paper
DOI: 10.1145/3539597.3570409
Contributors: Xin Zhou; Jinglong Wang; Yong Liu; Xingyu Wu; Zhiqi Shen; Cyril Leung
Source: check_circle
Crossref

ARM: Toward Adaptive and Robust Model for Reputation Aggregation

IEEE Transactions on Automation Science and Engineering
2020-01 | Journal article
DOI: 10.1109/TASE.2019.2902407
Contributors: Xin Zhou; Yohei Murakami; Toru Ishida; Xuanzhe Liu; Gang Huang
Source: check_circle
Crossref
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