科研论文
2021
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Cheng, Mingyue, Fajie Yuan, Qi Liu, Xin Xin, and Enhong Chen. Learning Transferable User
Representations with Sequential Behaviors via Contrastive Pre-training. The 21st IEEE International
Conference on Data Mining (ICDM), Auckland, New Zealand, December 7-10, 2021. (CCF B)
- 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. Transactions on Knowledge and Data
Engineering (TKDE), 2021. (CCF A)
- Muyang Ma, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Lifan Zhao, Peiyu Liu, Jun Ma, Maarten de Rijke.
MIFN: Mixed Information Flow for Cross-domain Sequential Recommendations. Transactions on Knowledge
Discovery from Data (TKDD), 2021. (CCF B)
- Minxing Zhang, Zhaochun Ren, Zihan Wang, Pengjie Ren, Zhumin Chen, Pengfei Hu, Yang Zhang.
Membership Inference Attacks Against Recommender Systems. The ACM Conference on Computer and
Communications Security (CCS), 2021. (CCF A)
- Dan Li, Zhaochun Ren, Evangelos Kanoulas.CrowdGP: a Gaussian Process Model for Inferring Relevance
from Crowd Annotations.
Proceedings of the Web Conference (WWW), 2021. (CCF A)
- Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaaoli Wang, Hui Xiong. Description Generation for
Points of Interest.
2021 IEEE 37th International Conference on Data Engineering (ICDE). (CCF A)
- Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, Maarten de Rijke. Multi-interest Diversification for
End-to-end Sequential Recommendation. Transactions on Information Systems (TOIS), 2021. (CCF A)
- Pengjie Ren, Zhumin Chen, Zhaochun Ren, Evangelos Kanoulas, Christof Monz, Maarten de Rijke.
Conversations with Search Engines: SERP-based Conversational Response Generation. Transactions on
Information Systems (TOIS), 2021. (CCF A)
- Yifan Chen, Yang Wang, Pengjie Ren, Meng Wang, Maarten de Rijke. Bayesian Feature Interaction
Selection for Factorization Machines. The journal of Artificial Intelligence (AIJ), 2021. (CCF A)
- Zekai Chen, Zhumin Chen, Xiao Zhang, Robert Pless and Xiuzhen Cheng. DCAP: Deep Cross Attentional
Product Network for User Response Prediction. The 30th ACM International Conference on Information
and Knowledge Management (CIKM), Queensland, Australia, 1-5 November 2021. (CCF B)
- Zhongkun Liu, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Maarten de Rijke and Ming Zhou. Learning to
Ask Conversational Questions by Optimizing Levenshtein Distance. The Joint Conference of the 59th
Annual Meeting of the Association for Computational Linguistics and the 11th International Joint
Conference on Natural Language Processing (ACL-IJCNLP 2021), Online, August 1-6, 2021. (CCF A)
- Yangjun Zhang, Pengjie Ren and Maarten de Rijke. A Human-machine Collaborative Framework for
Evaluating Malevolence in Dialogues. The Joint Conference of the 59th Annual Meeting of the
Association for Computational Linguistics and the 11th International Joint Conference on Natural
Language Processing (ACL-IJCNLP 2021), Online, August 1-6, 2021. (CCF A)
- Yangjun Zhang, Pengjie Ren, Maarten de Rijke. A Taxonomy, Dataset and Benchmark for Detecting and
Classifying Malevolent Dialogue Responses. The Journal of the Association for Information Science
and Technology (JASIST), 2021. (CCF B)
- Zihan Wang, Hongye Song, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Hongsong Li and
Maarten de Rijke.Cross-Domain Contract Element Extraction with a Bi-directional Feedback
Clause-Element Relation Network.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Weiwei Sun, Chuan Meng, Qi Meng, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de
Rijke.Conversations Powered by Cross-Lingual Knowledge.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Pengjie Ren, Zhongkun Liu, Xiaomeng Song, Hongtao Tian, Zhumin Chen, Zhaochun Ren and Maarten de
Rijke.Wizard of Search Engine: Access to Information through Conversations with Search Engines.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke.Few-Shot
Variational Reasoning for Medical Dialogue Generation.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Yue Feng, Zhaochun Ren, Weijie Zhao, Mingming Sun and Ping Li.Multi-type Textual Reasoning for
Product-aware Answer Generation.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Chuan Meng, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tengxiao Xi and Maarten de
Rijke.Initiative-Aware Self-Supervised Learning for Knowledge-Grounded Conversations.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Weiwei Sun, Shuo Zhang, Krisztian Balog, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Maarten de
Rijke.Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue Systems.
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR), Online, July 11-15, 2021. (CCF A)
- Jiahuan Pei, Pengjie Ren and Maarten de Rijke. A Cooperative Memory Network for Personalized
Task-oriented Dialogue Systems with Incomplete User Profiles. The Web Conference (WWW),
Ljubljana, Slovenia, April 19-23, 2021. (CCF A)
- Qiannan Cheng, Yujie Lin, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Xiangyuan Liu and Maarten de
Rijke. Long Short-Term
Session Search with Joint Document Reranking and Next Query Prediction. The Web Conference
(WWW), Ljubljana, Slovenia, April 19-23, 2021. (CCF A)
- Qintong Li, Piji Li, Xinyi Li, Zhumin Chen, Zhaochun Ren and Maarten de Rijke. Abstractive
Opinion Tagging. The 14th ACM International Conference on Web Search and Data Mining (WSDM),
Jerusalem, Israel, March 2021. (CCF B)
