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Yunjia Xi
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 20
Top Topics
Utility Maximization
Implicit Feedback
Language Model
Recommender Systems
Top Venues
CoRR
KDD
ACM Trans. Inf. Syst.
CIKM
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Publications
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Yunjia Xi
,
Weiwen Liu
,
Jianghao Lin
,
Chuhan Wu
,
Bo Chen
,
Ruiming Tang
,
Weinan Zhang
,
Yong Yu
Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models.
CoRR
(2024)
Kounianhua Du
,
Jizheng Chen
,
Jianghao Lin
,
Yunjia Xi
,
Hangyu Wang
,
Xinyi Dai
,
Bo Chen
,
Ruiming Tang
,
Weinan Zhang
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation.
CoRR
(2024)
Jianghao Lin
,
Bo Chen
,
Hangyu Wang
,
Yunjia Xi
,
Yanru Qu
,
Xinyi Dai
,
Kangning Zhang
,
Ruiming Tang
,
Yong Yu
,
Weinan Zhang
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction.
WWW
(2024)
Kounianhua Du
,
Jizheng Chen
,
Jianghao Lin
,
Yunjia Xi
,
Hangyu Wang
,
Xinyi Dai
,
Bo Chen
,
Ruiming Tang
,
Weinan Zhang
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation.
KDD
(2024)
Yunjia Xi
,
Weiwen Liu
,
Jianghao Lin
,
Bo Chen
,
Ruiming Tang
,
Weinan Zhang
,
Yong Yu
MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models.
CoRR
(2024)
Yunjia Xi
,
Jianghao Lin
,
Weiwen Liu
,
Xinyi Dai
,
Weinan Zhang
,
Rui Zhang
,
Ruiming Tang
,
Yong Yu
A Bird's-eye View of Reranking: From List Level to Page Level.
WSDM
(2023)
Yunjia Xi
,
Weiwen Liu
,
Yang Wang
,
Ruiming Tang
,
Weinan Zhang
,
Yue Zhu
,
Rui Zhang
,
Yong Yu
On-device Integrated Re-ranking with Heterogeneous Behavior Modeling.
KDD
(2023)
Yunjia Xi
,
Weiwen Liu
,
Jianghao Lin
,
Jieming Zhu
,
Bo Chen
,
Ruiming Tang
,
Weinan Zhang
,
Rui Zhang
,
Yong Yu
Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models.
CoRR
(2023)
Jianghao Lin
,
Xinyi Dai
,
Yunjia Xi
,
Weiwen Liu
,
Bo Chen
,
Xiangyang Li
,
Chenxu Zhu
,
Huifeng Guo
,
Yong Yu
,
Ruiming Tang
,
Weinan Zhang
How Can Recommender Systems Benefit from Large Language Models: A Survey.
CoRR
(2023)
Weiwen Liu
,
Yunjia Xi
,
Jiarui Qin
,
Xinyi Dai
,
Ruiming Tang
,
Shuai Li
,
Weinan Zhang
,
Rui Zhang
Personalized Diversification for Neural Re-ranking in Recommendation.
ICDE
(2023)
Jianghao Lin
,
Bo Chen
,
Hangyu Wang
,
Yunjia Xi
,
Yanru Qu
,
Xinyi Dai
,
Kangning Zhang
,
Ruiming Tang
,
Yong Yu
,
Weinan Zhang
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction.
CoRR
(2023)
Xinyi Dai
,
Yunjia Xi
,
Weinan Zhang
,
Qing Liu
,
Ruiming Tang
,
Xiuqiang He
,
Jiawei Hou
,
Jun Wang
,
Yong Yu
Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to Rank.
ACM Trans. Inf. Syst.
40 (2) (2022)
Yunjia Xi
,
Weiwen Liu
,
Jieming Zhu
,
Xilong Zhao
,
Xinyi Dai
,
Ruiming Tang
,
Weinan Zhang
,
Rui Zhang
,
Yong Yu
Multi-Level Interaction Reranking with User Behavior History.
CoRR
(2022)
Weiwen Liu
,
Yunjia Xi
,
Jiarui Qin
,
Fei Sun
,
Bo Chen
,
Weinan Zhang
,
Rui Zhang
,
Ruiming Tang
Neural Re-ranking in Multi-stage Recommender Systems: A Review.
CoRR
(2022)
Weiwen Liu
,
Yunjia Xi
,
Jiarui Qin
,
Fei Sun
,
Bo Chen
,
Weinan Zhang
,
Rui Zhang
,
Ruiming Tang
Neural Re-ranking in Multi-stage Recommender Systems: A Review.
IJCAI
(2022)
Yunjia Xi
,
Weiwen Liu
,
Jieming Zhu
,
Xilong Zhao
,
Xinyi Dai
,
Ruiming Tang
,
Weinan Zhang
,
Rui Zhang
,
Yong Yu
Multi-Level Interaction Reranking with User Behavior History.
SIGIR
(2022)
Yunjia Xi
,
Jianghao Lin
,
Weiwen Liu
,
Xinyi Dai
,
Weinan Zhang
,
Rui Zhang
,
Ruiming Tang
,
Yong Yu
A Bird's-eye View of Reranking: from List Level to Page Level.
CoRR
(2022)
Yunjia Xi
,
Weiwen Liu
,
Xinyi Dai
,
Ruiming Tang
,
Weinan Zhang
,
Qing Liu
,
Xiuqiang He
,
Yong Yu
Context-aware Reranking with Utility Maximization for Recommendation.
CoRR
(2021)
Xinyi Dai
,
Jiawei Hou
,
Qing Liu
,
Yunjia Xi
,
Ruiming Tang
,
Weinan Zhang
,
Xiuqiang He
,
Jun Wang
,
Yong Yu
U-rank: Utility-oriented Learning to Rank with Implicit Feedback.
CoRR
(2020)
Xinyi Dai
,
Jiawei Hou
,
Qing Liu
,
Yunjia Xi
,
Ruiming Tang
,
Weinan Zhang
,
Xiuqiang He
,
Jun Wang
,
Yong Yu
U-rank: Utility-oriented Learning to Rank with Implicit Feedback.
CIKM
(2020)