2022

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BARS: Towards Open Benchmarking for Recommender Systems
Jieming Zhu | Quanyu Dai | Liangcai Su | Rong Ma | Jinyang Liu | Guohao Cai | Xi Xiao | Rui Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems
Guohao Cai | Jieming Zhu | Quanyu Dai | Zhenhua Dong | Xiuqiang He | Ruiming Tang | Rui Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Multi-Level Interaction Reranking with User Behavior History
Yunjia Xi | Weiwen Liu | Jieming Zhu | Xilong Zhao | Xinyi Dai | Ruiming Tang | Weinan Zhang | Rui Zhang | Yong Yu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
LCD: Adaptive Label Correction for Denoising Music Recommendation
Quanyu Dai | Yalei Lv | Jieming Zhu | Junjie Ye | Zhenhua Dong | Rui Zhang | Shu-Tao Xia | Ruiming Tang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Contrastive Learning with Positive-Negative Frame Mask for Music Representation
Dong Yao | Zhou Zhao | Shengyu Zhang | Jieming Zhu | Yudong Zhu | Rui Zhang | Xiuqiang He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation
Yi Li | Jieming Zhu | Weiwen Liu | Liangcai Su | Guohao Cai | Qi Zhang | Ruiming Tang | Xi Xiao | Xiuqiang He
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

doi dblp
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT
Qinglin Jia | Jingjie Li | Qi Zhang | Xiuqiang He | Jieming Zhu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Cross-Batch Negative Sampling for Training Two-Tower Recommenders
Jinpeng Wang | Jieming Zhu | Xiuqiang He
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval
Weike Jin | Zhou Zhao | Pengcheng Zhang | Jieming Zhu | Xiuqiang He | Yueting Zhuang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp
Open Benchmarking for Click-Through Rate Prediction
Jieming Zhu | Jinyang Liu | Shuai Yang | Qi Zhang | Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation
Kelong Mao | Jieming Zhu | Xi Xiao | Biao Lu | Zhaowei Wang | Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
SimpleX: A Simple and Strong Baseline for Collaborative Filtering
Kelong Mao | Jieming Zhu | Jinpeng Wang | Quanyu Dai | Zhenhua Dong | Xi Xiao | Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach
Kelong Mao | Xi Xiao | Jieming Zhu | Biao Lu | Ruiming Tang | Xiuqiang He
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Ensembled CTR Prediction via Knowledge Distillation
Jieming Zhu | Jinyang Liu | Weiqi Li | Jincai Lai | Xiuqiang He | Liang Chen | Zibin Zheng
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020