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Works (19)

Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models

2025 | Book chapter
DOI: 10.1007/978-981-96-1710-4_1
Contributors: Yunjia Xi; Weiwen Liu; Jianghao Lin; Chuhan Wu; Bo Chen; Ruiming Tang; Weinan Zhang; Yong Yu
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Crossref

Sample-efficient Deep Reinforcement Learning of Mobile Manipulation for 6-DOF Trajectory Following

IEEE Transactions on Automation Science and Engineering
2025 | Journal article
DOI: 10.1109/TASE.2025.3530162
Contributors: Yifan Zhou; Qiyu Feng; Yixuan Zhou; Jianghao Lin; Zhe Liu; Hesheng Wang
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Crossref

How Can Recommender Systems Benefit from Large Language Models: A Survey

ACM Transactions on Information Systems
2025-03-31 | Journal article
DOI: 10.1145/3678004
Contributors: Jianghao Lin; Xinyi Dai; Yunjia Xi; Weiwen Liu; Bo Chen; Hao Zhang; Yong Liu; Chuhan Wu; Xiangyang Li; Chenxu Zhu et al.
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Invariant Graph Contrastive Learning for Mitigating Neighborhood Bias in Graph Neural Network Based Recommender Systems

2024 | Book chapter
DOI: 10.1007/978-3-031-72344-5_10
Contributors: Zhenyu Mu; Jianghao Lin; Xiaoyu Zhu; Weinan Zhang; Yong Yu
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Crossref

Behavior-Dependent Linear Recurrent Units for Efficient Sequential Recommendation

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679717
Contributors: Chengkai Liu; Jianghao Lin; Hanzhou Liu; Jianling Wang; James Caverlee
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ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679789
Contributors: Jizheng Chen; Kounianhua Du; Jianghao Lin; Bo Chen; Ruiming Tang; Weinan Zhang; Yong Yu
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MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679599
Contributors: Yunjia Xi; Weiwen Liu; Jianghao Lin; Bo Chen; Ruiming Tang; Weinan Zhang; Yong Yu
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Crossref

Retrieval-Oriented Knowledge for Click-Through Rate Prediction

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679842
Contributors: Huanshuo Liu; Bo Chen; Menghui Zhu; Jianghao Lin; Jiarui Qin; Hao Zhang; Yang Yang; Ruiming Tang
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SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model

2024-10-21 | Conference paper
DOI: 10.1145/3627673.3679760
Contributors: Lingyue Fu; Hao Guan; Kounianhua Du; Jianghao Lin; Wei Xia; Weinan Zhang; Ruiming Tang; Yasheng Wang; Yong Yu
Source: check_circle
Crossref

FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688106
Contributors: Hangyu Wang; Jianghao Lin; Xiangyang Li; Bo Chen; Chenxu Zhu; Ruiming Tang; Weinan Zhang; Yong Yu
Source: check_circle
Crossref

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

2024-10-08 | Conference paper
DOI: 10.1145/3640457.3688104
Contributors: Yunjia Xi; Weiwen Liu; Jianghao Lin; Xiaoling Cai; Hong Zhu; Jieming Zhu; Bo Chen; Ruiming Tang; Weinan Zhang; Yong Yu
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Crossref

DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation

2024-08-25 | Conference paper
DOI: 10.1145/3637528.3672008
Contributors: Kounianhua Du; Jizheng Chen; Jianghao Lin; Yunjia Xi; Hangyu Wang; Xinyi Dai; Bo Chen; Ruiming Tang; Weinan Zhang
Source: check_circle
Crossref

ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645396
Contributors: Jianghao Lin; Bo Chen; Hangyu Wang; Yunjia Xi; Yanru Qu; Xinyi Dai; Kangning Zhang; Ruiming Tang; Yong Yu; Weinan Zhang
Source: check_circle
Crossref

M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645635
Contributors: Jiachen Zhu; Yichao Wang; Jianghao Lin; Jiarui Qin; Ruiming Tang; Weinan Zhang; Yong Yu
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Crossref

ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645467
Contributors: Jianghao Lin; Rong Shan; Chenxu Zhu; Kounianhua Du; Bo Chen; Shigang Quan; Ruiming Tang; Yong Yu; Weinan Zhang
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Crossref

Adversarially Trained Environment Models Are Effective Policy Evaluators and Improvers - An Application to Information Retrieval

2023-11-30 | Conference paper
DOI: 10.1145/3627676.3627680
Contributors: Yao Li; Yifan Liu; Xinyi Dai; Jianghao Lin; Hang Lai; Yunfei Liu; Yong Yu
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Crossref

MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction

2023-08-06 | Conference paper
DOI: 10.1145/3580305.3599422
Contributors: Jianghao Lin; Yanru Qu; Wei Guo; Xinyi Dai; Ruiming Tang; Yong Yu; Weinan Zhang
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Crossref

A Bird's-eye View of Reranking: From List Level to Page Level

2023-02-27 | Conference paper
DOI: 10.1145/3539597.3570399
Contributors: Yunjia Xi; Jianghao Lin; Weiwen Liu; Xinyi Dai; Weinan Zhang; Rui Zhang; Ruiming Tang; Yong Yu
Source: check_circle
Crossref

An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages

2023-02-27 | Conference paper
DOI: 10.1145/3539597.3570365
Contributors: Lingyue Fu; Jianghao Lin; Weiwen Liu; Ruiming Tang; Weinan Zhang; Rui Zhang; Yong Yu
Source: check_circle
Crossref
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