基于记忆增强神经网络的用户兴趣理解与个性化推荐技术研究
61872369
2018
F0211.信息检索与社会计算
赵鑫
面上项目
教授
中国人民大学
62万元
推荐算法;深度学习;记忆网络;用户兴趣理解;个性化推荐
2019-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Debiasing Learning based Cross-domain Recommendation | 会议论文 | Siqing Li;Liuyi Yao;Shanlei Mu;Wayne Xin Zhao;Yaliang Li;Tonglei Guo;Bolin Ding;Ji-Rong Wen |
| 2 | Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering | 会议论文 | Changxin Tian;Yuexiang Xie;Yaliang Li;Nan Yang;Wayne Xin Zhao |
| 3 | Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator | 会议论文 | Shanlei Mu;Yaliang Li;Wayne Xin Zhao;Jingyuan Wang;Bolin Ding;Ji-Rong Wen |
| 4 | Towards Universal Sequence Representation Learning for Recommender Systems | 会议论文 | Yupeng Hou;Shanlei Mu;Wayne Xin Zhao;Yaliang Li;Bolin Ding;Ji-Rong Wen |
| 5 | CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space | 会议论文 | Yupeng Hou;Binbin Hu;Zhiqiang Zhang;Wayne Xin Zhao |
| 6 | S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization | 会议论文 | Kun Zhou;Hui Wang;Wayne Xin Zhao;Yutao Zhu;Sirui Wang;Fuzheng Zhang;Zhongyuan Wang;Ji-Rong Wen |
| 7 | Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation | 会议论文 | Xinyan Fan;Jianxun Lian;Wayne Xin Zhao;Zheng Liu;Chaozhuo Li;Xing Xie |
| 8 | Filter-enhanced MLP is All You Need for Sequential Recommendation | 会议论文 | Kun Zhou;Hui Yu;Wayne Xin Zhao;Ji-Rong Wen |
| 9 | CRSLab: An Open-Source Toolkit for Building Conversational Recommender System | 会议论文 | Kun Zhou;Xiaolei Wang;Yuanhang Zhou;Chenzhan Shang;Yuan Cheng;Wayne Xin Zhao;Yaliang Li;Ji-Rong Wen |
| 10 | Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | 会议论文 | Junyi Li;Siqing Li;Wayne Xin Zhao;Gaole He;Zhicheng Wei;Nicholas Jing Yuan;Ji-Rong Wen |
| 11 | Knowledge-Guided Disentangled Representation Learning for Recommender Systems | 期刊论文 | Shanlei Mu;Yaliang Li;Wayne Xin Zhao;Siqing Li;Ji-Rong Wen |
| 12 | Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation | 会议论文 | Zihan Lin;Hui Wang;Jingshu Mao;Wayne Xin Zhao;Cheng Wang;Peng Jiang;Ji-Rong Wen |
| 13 | Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms | 会议论文 | Wayne Xin Zhao;Junhua Chen;Pengfei Wang;Qi Gu;Ji-Rong Wen |
| 14 | A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps | 会议论文 | Shuqing Bian;Wayne Xin Zhao;Kun Zhou;Xu Chen;Jing Cai;Yancheng He;Xingji Luo;Ji-Rong Wen |
| 15 | Towards Topic-Guided Conversational Recommender System | 会议论文 | Kun Zhou;Yuanhang Zhou;Wayne Xin Zhao;Xiaoke Wang;Ji-Rong Wen |
| 16 | Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale | 期刊论文 | Wayne Xin Zhao;Yupeng Hou;Junhua Chen;Jonathan J. H. Zhu;Eddy Jing Yin;Hanting Su;Ji-Rong Wen |
| 17 | Leveraging Historical Interaction Data for Improving Conversational Recommender System | 会议论文 | Kun Zhou;Wayne Xin Zhao;Hui Wang;Sirui Wang;Fuzheng Zhang;Zhongyuan Wang;Ji-Rong Wen |
| 18 | Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion | 会议论文 | Kun Zhou;Wayne Xin Zhao;Shuqing Bian;Yuanhang Zhou;Ji-Rong Wen;Jingsong Yu |
| 19 | Sequential Recommendation with Self-Attentive Multi-Adversarial Network | 会议论文 | Ruiyang Ren;Zhaoyang Liu;Yaliang Li;Wayne Xin Zhao;Hui Wang;Bolin Ding;Ji-Rong Wen |
| 20 | TextBox: A Unified, Modularized, and Extensible Framework for Text Generation | 会议论文 | Junyi Li;Tianyi Tang;Gaole He;Jinhao Jiang;Xiaoxuan Hu;Puzhao Xie;Zhipeng Chen;Zhuohao Yu;Wayne Xin Zhao;Ji-Rong Wen |
| 21 | Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning | 会议论文 | Gaole He;Junyi Li;Wayne Xin Zhao;Peiju Liu;Ji-Rong Wen |
| 22 | RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms | 会议论文 | Wayne Xin Zhao;Shanlei Mu;Yupeng Hou;Zihan Lin;Yushuo Chen;Xingyu Pan;Kaiyuan Li;Yujie Lu;Hui Wang;Changxin Tian;Yingqian Min;Zhichao Feng;Xinyan Fan;Xu Chen;Pengfei Wang;Wendi Ji;Yaliang Li;Xiaoling Wang;Ji-Rong Wen |
| 23 | Neural Graph Matching for Pre-training Graph Neural Networks | 会议论文 | Yupeng Hou;Binbin Hu;Wayne Xin Zhao;Zhiqiang Zhang;Jun Zhou;Ji-Rong Wen |
| 24 | Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value | 会议论文 | Mingzhe Xing;Shuqing Bian;Wayne Xin Zhao;Zhen Xiao;Xinji Luo;Cunxiang Yin;Jing Cai;Yancheng He |
| 25 | Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning | 会议论文 | Xiaolei Wang;Kun Zhou;Ji-Rong Wen;Wayne Xin Zhao |
| 26 | Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation | 会议论文 | Shuqing Bian;Wayne Xin Zhao;Kun Zhou;Jing Cai;Yancheng He;Cunxiang Yin;Ji-Rong Wen |
| 27 | Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals | 会议论文 | Gaole He;Yunshi Lan;Jing Jiang;Wayne Xin Zhao;Ji-Rong Wen |
| 28 | Knowledge-based Review Generation by Coherence Enhanced Text Planning | 会议论文 | Junyi Li;Wayne Xin Zhao;Zhicheng Wei;Nicholas Jing Yuan;Ji-Rong Wen |
| 29 | C2-CRS-Coarse-to-Fine Contrastive Learning for Conversational Recommender Systems | 会议论文 | Yuanhang Zhou;Kun Zhou;Wayne Xin Zhao;Cheng Wang;Peng Jiang;He Hu |
| 30 | 一种基于突发事件的词向量语言模型 | 专利 | 赵鑫;朱秋昱;文继荣 |
| 31 | 基于深度学习的利用评审意见预测论文被引用数的方法 | 专利 | 赵鑫;李思晴;文继荣 |
| 32 | A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms | 期刊论文 | Wayne Xin Zhao;Zihan Lin;Zhichao Feng;Pengfei Wang;Ji-Rong Wen |
| 33 | Interpretable Aspect-Aware Capsule Network for Peer Review Based Citation Count Prediction | 期刊论文 | Siqing Li;Yaliang Li;Wayne Xin Zhao;Bolin Ding;Ji-Rong Wen |
| 34 | Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning | 会议论文 | Zihan Lin;Changxin Tian;Yupeng Hou;Wayne Xin Zhao |
| 35 | KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation | 会议论文 | Pengfei Wang;Yu Fan;Long Xia;Wayne Xin Zhao;Shaozhang Niu;Jimmy Huang |
| 36 | Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data | 会议论文 | Hengtong Zhang;Changxin Tian;Yaliang Li;Lu Su;Nan Yang;Wayne Xin Zhao;Jing Gao |
| 37 | 一种推荐系统中的通用商品序列表征学习方法 | 专利 | 赵鑫;侯宇蓬;牟善磊;文继荣 |
| 38 | 一种基于用户关注关系的标签推荐方法 | 专利 | 赵鑫;侯宇蓬;陈俊华;文继荣 |
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