基于多域离散数据的深度学习
61702327
2017
F0605.模式识别与数据挖掘
张伟楠
青年科学基金项目
副教授
上海交通大学
26万元
深度神经网络;卷积神经网络;数据挖掘;多域离散数据;有监督逐层预学习
2018-01-01到2020-12-31
- 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 | Wasserstein Distance Guided Representation Learning for Domain Adaptation | 会议论文 | Jian Shen;Yanru Qu;Weinan Zhang;Yong Yu |
| 2 | CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms | 会议论文 | Jiarui Jin;Ming Zhou;Weinan Zhang;Minne Li;Zilong Guo;Zhiwei Qin;Yan Jiao;Xiaocheng Tang;Chenxi Wang;Jun Wang;Guobin Wu;Jieping Ye |
| 3 | Deep landscape forecasting for real-time bidding advertising | 会议论文 | Kan Ren;Jiarui Qin;Lei Zheng;Zhengyu Yang;Weinan Zhang;Yong Yu |
| 4 | Bi-Level Actor-Critic for Multi-Agent Coordination | 期刊论文 | Haifeng Zhang;Weizhe Chen;Zeren Huang;Minne Li;Yaodong Yang;Weinan Zhang;Jun Wang |
| 5 | 一种基于生成对抗网络的强化学习探索方法 | 专利 | 洪伟峻;张伟楠 |
| 6 | Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling | 会议论文 | Qin Jiarui;Ren Kan;Fang Yuchen;Zhang Weinan;Yu Yong |
| 7 | Multi-Agent Determinantal Q-Learning | 会议论文 | Yaodong Yang;Ying Wen;Liheng Chen;Jun Wang;Kun Shao;David Mguni;Weinan Zhang |
| 8 | Efficient Architecture Search by Network Transformation | 会议论文 | Han Cai;Tianyao Chen;Weinan Zhang;Yong Yu;Jun Wang |
| 9 | Efficient and Robust High-Dimensional Linear Contextual Bandits | 会议论文 | Cheng Chen;Luo Luo;Weinan Zhang;Yong Yu;Yijiang Lian |
| 10 | Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances | 会议论文 | Zhang Weinan;Zhao Xiangyu;Zhao Li;Yin Dawei;Yang Grace Hui;Beutel Alex |
| 11 | TrajGuard: A Compre- hensive Trajectory Copyright Protection Scheme | 会议论文 | Zheyi Pan;Jie Bao;Weinan Zhang;Yong Yu;Yu Zheng |
| 12 | 一种基于混合行为空间的强化学习方法 | 专利 | 粟锐;张伟楠;俞勇 |
| 13 | Triple-to-Text: Converting RDF Triples into High Quality Natural Languages via Optimizing an Inverse KL Divergence | 会议论文 | Yaoming Zhu;Juncheng Wan;Zhiming Zhou;Liheng Chen;Lin Qiu;Weinan Zhang;Xin Jiang;Yong Yu |
| 14 | AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction | 会议论文 | Bin Liu;Chenxu Zhu;Guilin Li;Weinan Zhang;Jincai Lai;Ruiming Tang;Xiuqiang He;Zhenguo Li;Yong Yu |
| 15 | Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction | 会议论文 | Kan Ren;Jiarui Qin;Yuchen Fang;Weinan Zhang;Lei Zheng;Wenjie Bian;Guorui Zhou;Jian Xu;Yong Yu;Xiaoqiang Zhu;Kun Gai |
| 16 | Exploring Diverse Expressions for Paraphrase Generation | 会议论文 | Lihua Qian;Lin Qiu;Weinan Zhang;Xin Jiang;Yong Yu |
| 17 | QuAChIE: Question Answering based Chinese Information Extraction System | 会议论文 | Dongyu Ru;Zhenghui Wang;Lin Qiu;Hao Zhou;Lei Li;Weinan Zhang;Yong Yu |
| 18 | 一种面向收益提升的无偏学习排序方法 | 专利 | 张伟楠;戴心仪;侯嘉伟;西云佳;俞勇 |
| 19 | A Deep Recurrent Survival Model for Unbiased Ranking | 会议论文 | Jiarui Jin;Yuchen Fang;Weinan Zhang;Kan Ren;Guorui Zhou;Jian Xu;Yong Yu;Jun Wang;Xiaoqiang Zhu;Kun Gai |
| 20 | An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph | 会议论文 | Jiarui Jin;Jiarui Qin;Yuchen Fang;Kounianhua Du;Weinan Zhang;Yong Yu;Zheng Zhang;Alexander J. Smola |
| 21 | Lipschitz Generative Adversarial Nets | 会议论文 | Zhiming Zhou;Jiadong Liang;Yuxuan Song;Lantao Yu;Hongwei Wang;Weinan Zhang;Yong Yu;Zhihua Zhang |
| 22 | ACM新星奖(Shanghai Chapter) | 奖励 | 张伟楠 |
| 23 | CommunityGAN: Community Detection with Generative Adversarial Nets | 会议论文 | Yuting Jia;Qinqin Zhang;Weinan Zhang;Xinbing Wang |
| 24 | 一种基于问答系统的伪相关反馈的扩展查询方法 | 专利 | 侯嘉伟;张伟楠 |
| 25 | Texygen: A Benchmarking Platform for Text Generation Models | 会议论文 | Zhu Yaoming;Lu Sidi;Zheng Lei;Guo Jiaxian;Zhang Weinan;Wang Jun;Yu Yong |
| 26 | Multi-Agent Interactions Modeling with Correlated Policies | 会议论文 | Minghuan Liu;Ming Zhou;Weinan Zhang;Yuzheng Zhuang;Jun Wang;Wulong Liu;Yong Yu |
| 27 | QA4IE: A Question Answering Based System for Document-Level General Information Extraction | 期刊论文 | Lin Qiu;Dongyu Ru;Quanyu Long;Weinan Zhang;Yong Yu |
| 28 | Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching | 会议论文 | Ming Zhou;Jiarui Jin;Weinan Zhang;Zhiwei Qin;Yan Jiao;Chenxi Wang;Guobin Wu;Yong Yu;Jieping Ye |
| 29 | 达摩院青橙奖 | 奖励 | 张伟楠 |
| 30 | Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning | 会议论文 | Haiwen Wang;Ruijie Wan;Chuan Wen;Shuhao Li;Yuting Jia;Weinan Zhang;Xinbing Wang |
| 31 | Truth Inference With a Deep Clustering-Based Aggregation Model | 期刊论文 | Li'ang Yin;Yunfei Liu;Weinan Zhang;Yong Yu |
| 32 | User Behavior Retrieval for Click-Through Rate Prediction | 会议论文 | Qin Jiarui;Zhang Weinan;Wu Xin;Jin Jiarui;Fang Yuchen;Yu Yong |
| 33 | Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances | 会议论文 | Weinan Zhang |
| 34 | Improving unsupervised domain adaptation with variational information bottleneck | 会议论文 | Song Yuxuan;Yu Lantao;Cao Zhangjie;Zhou Zhiming;Shen Jian;Shao Shuo;Zhang Weinan;Yu Yong |
| 35 | GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation | 会议论文 | Chence Shi;Minkai Xu;Zhaocheng Zhu;Weinan Zhang;Ming Zhang;Jian Tang |
| 36 | DropNAS: Grouped Operation Dropout for Differentiable Architecture Search | 会议论文 | Weijun Hong;Guilin Li;Weinan Zhang;Ruiming Tang;Yunhe Wang;Zhenguo Li;Yong Yu |
| 37 | Model-based Policy Optimization with Unsupervised Model Adaptation | 会议论文 | Jian Shen;Han Zhao;Weinan Zhang;Yong Yu |
| 38 | Bidirectional Model-based Policy Optimization | 会议论文 | Hang Lai;Jian Shen;Weinan Zhang;Yong Yu |
| 39 | Large-scale Interactive Recommendation with Tree-structured Policy Gradient | 会议论文 | Haokun Chen;Xinyi Dai;Han Cai;Weinan Zhang;Xuejian Wang;Ruiming Tang;Yuzhou Zhang;Yong Yu |
| 40 | Long Text Generation via Adversarial Training with Leaked Information | 会议论文 | Jiaxian Guo;Sidi Lu;Han Cai;Weinan Zhang;Yong Yu;Jun Wang |
| 41 | Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space | 会议论文 | Dongyu Ru;Jiangtao Feng;Lin Qiu;Hao Zhou;Mingxuan Wangg;Weinan Zhang;Yong Yu;Lei Li |
| 42 | Neural Link Prediction over Aligned Networks | 会议论文 | Xuezhi Cao;Haokun Chen;Xuejian Wang;Weinan Zhang;Yong Yu |
| 43 | Deep Recurrent Survival Analysis | 会议论文 | Kan Ren;Jiarui Qin;Lei Zheng;Zhengyu Yang;Weinan Zhang;Lin Qiu;Yong Yu |
| 44 | CoT: Cooperative Training for Generative Modeling of Discrete Data | 会议论文 | Sidi Lu;Lantao Yu;Siyuan Feng;Yaoming Zhu;Weinan Zhang;Yong Yu |
| 45 | Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data | 期刊论文 | Qu Yanru;Fang Bohui;Zhang Weinan;Tang Ruiming;Niu Minzhe;Guo Huifeng;Yu Yong;He Xiuqiang |
| 46 | Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder | 会议论文 | Li'ang Yin;Yunfei Liu;Weinan Zhang;Yong Yu |
| 47 | U-rank: Utility-oriented Learning to Rank with Implicit Feedback | 会议论文 | Xinyi Dai;Jiawei Hou;Qing Liu;Yunjia Xi;Ruiming Tang;Weinan Zhang;Xiuqiang He;Jun Wang;Yong Yu |
| 48 | Efficient Projection-free Algorithms for Saddle Point Problems | 会议论文 | Cheng Chen;Luo Luo;Weinan Zhang;Yong Yu |
| 49 | Sampled in pairs and driven by text: A new graph embedding framework | 会议论文 | Liheng Chen;Yanru Qu;Zhenghui Wang;Lin Qiu;Weinan Zhang;Ken Chen;Shaodian Zhang;Yong Yu |
| 50 | Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space | 会议论文 | Zhou Fan;Rui Su;Weinan Zhang;Yong Yu |
| 51 | Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning | 会议论文 | Zhou Sijin;Dai Xinyi;Chen Haokun;Zhang Weinan;Ren Kan;Tang Ruiming;He Xiuqiang;Yu Yong |
| 52 | Efficient Spectrum-Revealing CUR Matrix Decomposition | 会议论文 | Cheng Chen;Ming Gu;Zhihua Zhang;Weinan Zhang;Yong Yu |
| 53 | 一种预测机器损坏时间的生存分析方法 | 专利 | 郑雷;张伟楠 |
| 54 | Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition | 会议论文 | Zhenghui Wang;Yanru Qu;Liheng Chen;Jian Shen;Weinan Zhang;Shaodian Zhang;Yimei Gao;Gen Gu;Ken Chen;Yong Yu |
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