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Maarten de Rijke
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Publications
- 2025
- [j154]Shiguang Wu
, Xin Xin
, Pengjie Ren
, Zhumin Chen
, Jun Ma
, Maarten de Rijke
, Zhaochun Ren
:
Learning Robust Sequential Recommenders through Confident Soft Labels. ACM Trans. Inf. Syst. 43(1): 21:1-21:27 (2025) - 2024
- [c562]Shiguang Wu
, Wenda Wei
, Mengqi Zhang
, Zhumin Chen
, Jun Ma
, Zhaochun Ren
, Maarten de Rijke
, Pengjie Ren
:
Generative Retrieval as Multi-Vector Dense Retrieval. SIGIR 2024: 1828-1838 - [i223]Shiguang Wu, Wenda Wei, Mengqi Zhang, Zhumin Chen, Jun Ma, Zhaochun Ren, Maarten de Rijke, Pengjie Ren:
Generative Retrieval as Multi-Vector Dense Retrieval. CoRR abs/2404.00684 (2024) - 2023
- [j140]Wenchao Sun
, Muyang Ma, Pengjie Ren
, Yujie Lin
, Zhumin Chen, Zhaochun Ren
, Jun Ma, Maarten de Rijke
:
Parallel Split-Join Networks for Shared Account Cross-Domain Sequential Recommendations. IEEE Trans. Knowl. Data Eng. 35(4): 4106-4123 (2023) - [j134]Muyang Ma
, Pengjie Ren
, Zhumin Chen
, Zhaochun Ren
, Huasheng Liang
, Jun Ma
, Maarten de Rijke
:
Improving Transformer-based Sequential Recommenders through Preference Editing. ACM Trans. Inf. Syst. 41(3): 71:1-71:24 (2023) - [i159]Shiguang Wu, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Maarten de Rijke, Zhaochun Ren:
Learning Robust Sequential Recommenders through Confident Soft Labels. CoRR abs/2311.02446 (2023) - 2022
- [j126]Muyang Ma
, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma, Maarten de Rijke:
Mixed Information Flow for Cross-Domain Sequential Recommendations. ACM Trans. Knowl. Discov. Data 16(4): 64:1-64:32 (2022) - 2021
- [c478]Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke
:
Semi-Supervised Variational Reasoning for Medical Dialogue Generation. SIGIR 2021: 544-554 - [i129]Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke:
Semi-Supervised Variational Reasoning for Medical Dialogue Generation. CoRR abs/2105.06071 (2021) - [i125]Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Huasheng Liang, Jun Ma, Maarten de Rijke:
Improving Transformer-based Sequential Recommenders through Preference Editing. CoRR abs/2106.12120 (2021) - 2020
- [j108]Yujie Lin
, Pengjie Ren, Zhumin Chen, Zhaochun Ren
, Jun Ma, Maarten de Rijke
:
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation. IEEE Trans. Knowl. Data Eng. 32(8): 1502-1516 (2020) - [c464]Chuan Meng
, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke
:
RefNet: A Reference-Aware Network for Background Based Conversation. AAAI 2020: 8496-8503 - [c463]Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke
:
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. AAAI 2020: 8697-8704 - [c444]Shanshan Wang, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jian-Yun Nie
, Jun Ma, Maarten de Rijke
:
Coding Electronic Health Records with Adversarial Reinforcement Path Generation. SIGIR 2020: 801-810 - [c442]Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma, Maarten de Rijke
, Xiuzhen Cheng:
Meta Matrix Factorization for Federated Rating Predictions. SIGIR 2020: 981-990 - [i95]Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Jun Ma, Maarten de Rijke:
Mixed Information Flow for Cross-domain Sequential Recommendations. CoRR abs/2012.00485 (2020) - 2019
- [c431]Pengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma, Maarten de Rijke
:
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation. AAAI 2019: 4806-4813 - [c426]Shanshan Wang, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke
:
Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning. CIKM 2019: 1623-1632 - [c420]Meirui Wang, Pengjie Ren, Lei Mei, Zhumin Chen, Jun Ma, Maarten de Rijke
:
A Collaborative Session-based Recommendation Approach with Parallel Memory Modules. SIGIR 2019: 345-354 - [c418]Muyang Ma, Pengjie Ren, Yujie Lin, Zhumin Chen, Jun Ma, Maarten de Rijke
:
π-Net: A Parallel Information-sharing Network for Shared-account Cross-domain Sequential Recommendations. SIGIR 2019: 685-694 - [c409]Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke
:
Improving Outfit Recommendation with Co-supervision of Fashion Generation. WWW 2019: 1095-1105 - [i76]Chuan Meng, Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke:
RefNet: A Reference-aware Network for Background Based Conversation. CoRR abs/1908.06449 (2019) - [i74]Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke:
Improving Outfit Recommendation with Co-supervision of Fashion Generation. CoRR abs/1908.09104 (2019) - [i73]Pengjie Ren, Zhumin Chen, Christof Monz, Jun Ma, Maarten de Rijke:
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation. CoRR abs/1908.09528 (2019) - [i70]Pengjie Ren, Yujie Lin, Muyang Ma, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke:
Parallel Split-Join Networks for Shared-account Cross-domain Sequential Recommendations. CoRR abs/1910.02448 (2019) - [i68]Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma, Maarten de Rijke, Xiuzhen Cheng:
From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. CoRR abs/1910.10086 (2019) - 2018
- [j87]Pengjie Ren, Zhumin Chen, Zhaochun Ren
, Furu Wei, Liqiang Nie, Jun Ma, Maarten de Rijke
:
Sentence Relations for Extractive Summarization with Deep Neural Networks. ACM Trans. Inf. Syst. 36(4): 39:1-39:32 (2018) - [i47]Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, Maarten de Rijke:
Explainable Fashion Recommendation with Joint Outfit Matching and Comment Generation. CoRR abs/1806.08977 (2018) - [i41]Pengjie Ren, Zhumin Chen, Jing Li, Zhaochun Ren, Jun Ma, Maarten de Rijke:
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-based Recommendation. CoRR abs/1812.02646 (2018) - 2017
- [j79]Shangsong Liang, Zhaochun Ren
, Yukun Zhao, Jun Ma, Emine Yilmaz, Maarten de Rijke:
Inferring Dynamic User Interests in Streams of Short Texts for User Clustering. ACM Trans. Inf. Syst. 36(1): 10:1-10:37 (2017) - [c367]Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke
:
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. SIGIR 2017: 95-104 - [c358]Hongya Song, Zhaochun Ren, Shangsong Liang, Piji Li, Jun Ma, Maarten de Rijke:
Summarizing Answers in Non-Factoid Community Question-Answering. WSDM 2017: 405-414 - 2016
- [c348]Yukun Zhao, Shangsong Liang, Zhaochun Ren, Jun Ma, Emine Yilmaz, Maarten de Rijke
:
Explainable User Clustering in Short Text Streams. SIGIR 2016: 155-164

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