XIN XIN

XIN XIN

University of Glasgow

H-index: 15

Europe-United Kingdom

About XIN XIN

XIN XIN, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Glasgow, specializes in the field of recommender system, information retrieval, machine learning, reinforcement learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Enhanced Generative Recommendation via Content and Collaboration Integration

Generalized Embedding Machines for Recommender Systems

Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation

How graph convolutions amplify popularity bias for recommendation?

Diversifying Sequential Recommendation with Retrospective and Prospective Transformers

Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum

School of Computing Science

KEIR@ ECIR 2024: The First Workshop on Knowledge-Enhanced Information Retrieval

XIN XIN Information

University

Position

PhD School of computing science

Citations(all)

973

Citations(since 2020)

964

Cited By

132

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

23

i10Index(since 2020)

23

Email

University Profile Page

University of Glasgow

Google Scholar

View Google Scholar Profile

XIN XIN Skills & Research Interests

recommender system

information retrieval

machine learning

reinforcement learning

Top articles of XIN XIN

Title

Journal

Author(s)

Publication Date

Enhanced Generative Recommendation via Content and Collaboration Integration

arXiv preprint arXiv:2403.18480

Yidan Wang

Zhaochun Ren

Weiwei Sun

Jiyuan Yang

Zhixiang Liang

...

2024/3/27

Generalized Embedding Machines for Recommender Systems

Machine Intelligence Research

Enneng Yang

Xin Xin

Li Shen

Yudong Luo

Guibing Guo

2024/1/12

Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation

arXiv preprint arXiv:2403.16371

Jiyuan Yang

Yuanzi Li

Jingyu Zhao

Hanbing Wang

Muyang Ma

...

2024/3/25

How graph convolutions amplify popularity bias for recommendation?

Frontiers of Computer Science

Jiajia Chen

Jiancan Wu

Jiawei Chen

Xin Xin

Yong Li

...

2024/10

Diversifying Sequential Recommendation with Retrospective and Prospective Transformers

ACM Transactions on Information Systems

Chaoyu Shi

Pengjie Ren

Dongjie Fu

Xin Xin

Shansong Yang

...

2024

Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum

Proceedings of the AAAI Conference on Artificial Intelligence

Shen Gao

Zhengliang Shi

Minghang Zhu

Bowen Fang

Xin Xin

...

2024/3/24

School of Computing Science

Iadh Ounis

Roderick Murray-Smith

Joemon Jose

Craig MacDonald

Nicolas Pugeault

...

2023/6/27

KEIR@ ECIR 2024: The First Workshop on Knowledge-Enhanced Information Retrieval

Zaiqiao Meng

Shangsong Liang

Xin Xin

Gianluca Moro

Evangelos Kanoulas

...

2024/3/23

Offline Trajectory Generalization for Offline Reinforcement Learning

arXiv preprint arXiv:2404.10393

Ziqi Zhao

Zhaochun Ren

Liu Yang

Fajie Yuan

Pengjie Ren

...

2024/4/16

On the Effectiveness of Unlearning in Session-Based Recommendation

Xin Xin

Liu Yang

Ziqi Zhao

Pengjie Ren

Zhumin Chen

...

2024/3/4

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT

arXiv preprint arXiv:2404.02059

Junchen Fu

Xuri Ge

Xin Xin

Alexandros Karatzoglou

Ioannis Arapakis

...

2024/4/2

Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure

Jiyuan Yang

Yue Ding

Yidan Wang

Pengjie Ren

Zhumin Chen

...

2024/3/4

On the user behavior leakage from recommender system exposure

ACM Transactions on Information Systems

Xin Xin

Jiyuan Yang

Hanbing Wang

Jun Ma

Pengjie Ren

...

2023/2/7

A generic learning framework for sequential recommendation with distribution shifts

Zhengyi Yang

Xiangnan He

Jizhi Zhang

Jiancan Wu

Xin Xin

...

2023/7/19

Information retrieval meets large language models: a strategic report from chinese ir community

AI Open

Qingyao Ai

Ting Bai

Zhao Cao

Yi Chang

Jiawei Chen

...

2023/1/1

Contrastive State Augmentations for Reinforcement Learning-Based Recommender Systems

Zhaochun Ren

Na Huang

Yidan Wang

Pengjie Ren

Jun Ma

...

2023/7/19

Learning Robust Sequential Recommenders through Confident Soft Labels

arXiv preprint arXiv:2311.02446

Shiguang Wu

Xin Xin

Pengjie Ren

Zhumin Chen

Jun Ma

...

2023/11/4

Improving implicit feedback-based recommendation through multi-behavior alignment

Xin Xin

Xiangyuan Liu

Hanbing Wang

Pengjie Ren

Zhumin Chen

...

2023/7/19

A self-correcting sequential recommender

Yujie Lin

Chenyang Wang

Zhumin Chen

Zhaochun Ren

Xin Xin

...

2023/4/30

DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval

Xin Xin

Xiangyu Zhao

Jin Huang

Weinan Zhang

Li Zhao

...

2023/10/21

See List of Professors in XIN XIN University(University of Glasgow)

Co-Authors

H-index: 117
Tat-Seng Chua

Tat-Seng Chua

National University of Singapore

H-index: 87
Xiangnan He

Xiangnan He

University of Science and Technology of China

H-index: 53
Yongfeng Zhang

Yongfeng Zhang

Rutgers, The State University of New Jersey

H-index: 48
Joemon Jose

Joemon Jose

University of Glasgow

H-index: 41
Fuli Feng

Fuli Feng

National University of Singapore

H-index: 40
Zhaochun Ren

Zhaochun Ren

Shandong University

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