Personalized Diversification for Neural Re-ranking in Recommendation by Liu, Weiwen, Xi, Yunjia, Qin, Jiarui, Dai, Xinyi, Tang, Ruiming, Li, Shuai, Zhang, Weinan, Zhang, Rui

Request full text

Utility-Oriented Reranking with Counterfactual Context by Xi, Yunjia, Liu, Weiwen, Dai, Xinyi, Tang, Ruiming, Liu, Qing, Zhang, Weinan, Yu, Yong

Get full text

How Can Recommender Systems Benefit from Large Language Models: A Survey by Lin, Jianghao, Dai, Xinyi, Xi, Yunjia, Liu, Weiwen, Chen, Bo, Zhang, Hao, Liu, Yong, Wu, Chuhan, Li, Xiangyang, Zhu, Chenxu, Guo, Huifeng, Yu, Yong, Tang, Ruiming, Zhang, Weinan

Get full text

Beyond Relevance Ranking: A General Graph Matching Framework for Utility-Oriented Learning to Rank by Dai, Xinyi, Xi, Yunjia, Zhang, Weinan, Liu, Qing, Tang, Ruiming, He, Xiuqiang, Hou, Jiawei, Wang, Jun, Yu, Yong

Get full text

U-rank: Utility-oriented Learning to Rank with Implicit Feedback by Dai, Xinyi, Hou, Jiawei, Liu, Qing, Yunjia Xi, Tang, Ruiming, Zhang, Weinan, He, Xiuqiang, Wang, Jun, Yu, Yong

Get full text

Beyond Positive History: Re-ranking with List-level Hybrid Feedback by Weng, Muyan, Yunjia Xi, Liu, Weiwen, Chen, Bo, Lin, Jianghao, Tang, Ruiming, Zhang, Weinan, Yu, Yong

Get full text

A Survey on Diffusion Models for Recommender Systems by Lin, Jianghao, Liu, Jiaqi, Zhu, Jiachen, Yunjia Xi, Liu, Chengkai, Zhang, Yangtian, Yu, Yong, Zhang, Weinan

Get full text

MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models by Yunjia Xi, Liu, Weiwen, Lin, Jianghao, Chen, Bo, Tang, Ruiming, Zhang, Weinan, Yu, Yong

Get full text

Play to Your Strengths: Collaborative Intelligence of Conventional Recommender Models and Large Language Models by Yunjia Xi, Liu, Weiwen, Lin, Jianghao, Wu, Chuhan, Chen, Bo, Tang, Ruiming, Zhang, Weinan, Yu, Yong

Get full text

LIBER: Lifelong User Behavior Modeling Based on Large Language Models by Zhu, Chenxu, Quan, Shigang, Chen, Bo, Lin, Jianghao, Cai, Xiaoling, Zhu, Hong, Li, Xiangyang, Yunjia Xi, Zhang, Weinan, Tang, Ruiming

Get full text

A Decoding Acceleration Framework for Industrial Deployable LLM-based Recommender Systems by Yunjia Xi, Wang, Hangyu, Chen, Bo, Lin, Jianghao, Zhu, Menghui, Liu, Weiwen, Tang, Ruiming, Zhang, Weinan, Yu, Yong

Get full text

ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction by Lin, Jianghao, Chen, Bo, Wang, Hangyu, Yunjia Xi, Qu, Yanru, Dai, Xinyi, Zhang, Kangning, Tang, Ruiming, Yu, Yong, Zhang, Weinan

Get full text

DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation by Du, Kounianhua, Chen, Jizheng, Lin, Jianghao, Yunjia Xi, Wang, Hangyu, Dai, Xinyi, Chen, Bo, Tang, Ruiming, Zhang, Weinan

Get full text

A Bird's-eye View of Reranking: from List Level to Page Level by Yunjia Xi, Lin, Jianghao, Liu, Weiwen, Dai, Xinyi, Zhang, Weinan, Zhang, Rui, Tang, Ruiming, Yu, Yong

Get full text

Efficient and Deployable Knowledge Infusion for Open-World Recommendations via Large Language Models by Yunjia Xi, Liu, Weiwen, Lin, Jianghao, Weng, Muyan, Cai, Xiaoling, Zhu, Hong, Zhu, Jieming, Chen, Bo, Tang, Ruiming, Yu, Yong, Zhang, Weinan

Get full text

How Can Recommender Systems Benefit from Large Language Models: A Survey by Lin, Jianghao, Dai, Xinyi, Yunjia Xi, Liu, Weiwen, Chen, Bo, Zhang, Hao, Liu, Yong, Wu, Chuhan, Li, Xiangyang, Zhu, Chenxu, Guo, Huifeng, Yu, Yong, Tang, Ruiming, Zhang, Weinan

Get full text

Neural Re-ranking in Multi-stage Recommender Systems: A Review by Liu, Weiwen, Yunjia Xi, Qin, Jiarui, Sun, Fei, Chen, Bo, Zhang, Weinan, Zhang, Rui, Tang, Ruiming

Get full text

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models by Yunjia Xi, Liu, Weiwen, Lin, Jianghao, Cai, Xiaoling, Zhu, Hong, Zhu, Jieming, Chen, Bo, Tang, Ruiming, Zhang, Weinan, Zhang, Rui, Yu, Yong

Get full text

Context-aware Reranking with Utility Maximization for Recommendation by Yunjia Xi, Liu, Weiwen, Dai, Xinyi, Tang, Ruiming, Zhang, Weinan, Liu, Qing, He, Xiuqiang, Yu, Yong

Get full text

Multi-Level Interaction Reranking with User Behavior History by Yunjia Xi, Liu, Weiwen, Zhu, Jieming, Zhao, Xilong, Dai, Xinyi, Tang, Ruiming, Zhang, Weinan, Zhang, Rui, Yu, Yong

Get full text