面向大数据的机器学习理论与方法

61332007
2013
F0201.计算机科学的基础理论
朱小燕
重点项目
教授
清华大学
300万元
自适应学习;粒度;抽象知识;深度学习;机器学习
2014-01-01到2018-12-31
  • 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 Big Learning with Bayesian methods 期刊论文 Zhu Jun;Chen Jianfei;Hu Wenbo;Zhang Bo
2 Robust Bayesian Max-Margin Clustering 会议论文 Chaoyou Chen;Jun Zhu;Xinhua Zhang
3 一种从文档集中挖掘特征词的系统和方法 专利 黄民烈;朱小燕
4 Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification. 期刊论文 Minlie Huang;Qiao Qian;Xiaoyan Zhu
5 Heterogeneous Graph Propagation for Large-Scale WebImage Search 期刊论文 Lingxi Xie;Qi Tian;Wengang Zhou;Bo Zhang
6 人脸识别方法和装置 专利 季剑秋;李建民;张钹
7 隐式狄利克雷模型的事件驱动的坍缩吉布斯采样方法 专利 朱军;萧子豪
8 AdaptiveDropout Rates for Learning with Corrupted Features 会议论文 Jingwei Zhuo;Jun Zhu;Bo Zhang
9 Jointly Modeling Topics and Intents with Global Order Structure 会议论文 Bei Chen;Jun Zhu;Nan Yang;Tian Tian;Ming Zhou;Bo Zhang
10 一种生成对抗图像的方法 专利 朱军;董胤蓬;廖方舟;庞天宇;苏航;胡晓林
11 清华大学优秀博士毕业生 奖励 肖寒
12 Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation 会议论文 Bei Chen;Ning Chen;Jun Zhu;Jiaming Song;Bo Zhang
13 模式识别方法及装置 专利 胡晓林;梁鸣
14 清华大学优秀硕士学位毕业论文 奖励 钱桥
15 众包标注整合方法 专利 朱军;田天
16 一种提高深度学习模型鲁棒性的方法及装置 专利 朱军;庞天宇;杜超
17 A Chinese Question Answering System for Specific Domain 会议论文 Tanche Li;Yu Hao;Xiaoyan Zhu;Xian Zhang
18 最大间隔深度生成模型学习算法 专利 朱军;李崇轩;张钹
19 北京市优秀青年人才 奖励 朱军
20 A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning 会议论文 Ryuichi Takanobu;Minlie Huang;Zhongzhou Zhao;Fenglin Li;Haiqing Chen;Xiaoyan Zhu;Liqiang Nie
21 Distributing the Stochastic Gradient Sampler for Large-Scale LDA 会议论文 Yuan Yang;Jianfei Chen;Jun Zhu
22 A reverse hierarchy model for predicting eye fixations 会议论文 Tianlin Shi;Ming Liang;Xiaolin Hu
23 Nonlinear Feature Extraction with Max-Margin DataShifting 会议论文 Jianqiao;Wangni;Ning Chen
24 Polyphonic Music Modelling with LSTM-RTRBM 会议论文 Qi Lv;Zhiyong Wu;Jun Zhu
25 Ranking Sentiment Explanations for Review Summarization Using Dual Decomposition 会议论文 Lei Fang;Qiao Qian;Minlie Huang;Xiaoyan Zhu
26 利用可解释推理网络的多关系问答系统 专利 黄民烈;朱小燕
27 Distributed Bayesian Posterior Sampling via Moment Sharing 会议论文 Minjie Xu;Balaji Lakshminarayanan;Yee Whye;Jun Zhu;Bo Zhang
28 Bayesian Nonparametric Subspace Clustering with Small-variance Asymptotics 会议论文 Yining Wang;Jun Zhu
29 Revisit Long Short-Term Memory: An Optimization Perspective 会议论文 Qi Lv;Jun Zhu
30 TopicPanaroma: a Full Picture of Relevant Topics 会议论文 Shixia Liu;Xiting Wang;Jianfei Chen;Jun Zhu;Baining Guo
31 清华大学优秀毕业生 奖励 钱桥
32 TransG : A Generative Model for Knowledge Graph Embedding 会议论文 Han Xiao;Minlie Huang;Xiaoyan Zhu
33 Contextual Combinatorial Bandit and its Application on Diversified Online Recommendation 会议论文 Lijing Qin;Shouyuan Chen;Xiaoyan Zhu
34 Generating Informative Responses with Controlled Sentence Function 会议论文 Pei Ke;Jian Guan;Minlie Huang;Xiaoyan Zhu
35 Context-aware Natural Language Generation for Spoken Dialogue Systems 会议论文 Hao Zhou;Minlie Huang;Xiaoyan Zhu
36 Gibbs Max-margin Topic Models with Data Augmentation完成 期刊论文 Jun Zhu;Ning Chen;Hugh Perkins;Bo Zhang
37 Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs 期刊论文 Jun Zhu;Eric P. Xing;Ning Chen
38 New Word Detection for Sentiment Analysis 会议论文 Minlie Huang;Borui Ye;Yichen Wang;Haiqiang Chen;Junjun Cheng;Xiaoyan Zhu
39 Learning to Write Stylized Chinese Characters by Reading a Handful of Examples 会议论文 Danyang Sun;Tongzheng Ren;Chongxuan Li;Hang Su;Jun Zhu
40 Linguistically Regularized LSTM for Sentiment Classification 会议论文 Qiao Qian;Minlie Huang;Jinhao Lei;Xiaoyan Zhu
41 对话系统中提问的方法及装置、电子设备、计算机可读介质 专利 黄民烈;朱小燕
42 Max-marginMajority Voting for Learning from Crowds 会议论文 Tian Tian;Jun Zhu
43 微软学者 奖励 李崇轩
44 Kernel Bayesian Inference with Posterior Regularization 会议论文 yang Song;Jun Zhu;Yong Ren
45 Small Variance Asymptotics for Dirichlet Process Mixtures of SVMs 会议论文 Yining Wang;Jun Zhu
46 Max-margin Infinite Hidden Markov Models 会议论文 Aonan Zhang;Jun Zhu;Bo Zhang
47 Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity 期刊论文 Jianqiu Ji;Shuicheng Yan;Jianmin Li;Guangyu Gao;Bo Zhang;Qi Tian
48 GAKE: Graph Aware Knowledge Embedding 会议论文 Jun Feng;Minlie Huang;Yang Yang;Xiaoyan Zhu
49 CCF-CV学术新锐 奖励 董胤鹏
50 SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions 会议论文 Han Xiao;Minlie Huang;Lian Meng;Xiaoyan Zhu
51 Robust RegBayes: Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models 会议论文 Shike Mei;Jun Zhu;Jerry Zhu
52 Scaling up Dynamic Topic Models 会议论文 Arnab Bhadury;Jianfei Chen;Jun Zhu;Shixia Liu
53 Essay-Anchor Attentive Multi-Modal Bilinear Pooling for Textbook Question Answering 会议论文 Juzheng Li;Hang Su;Jun Zhu;Bo Zhang
54 百度奖学金 奖励 季建秋
55 西贝尔奖学金 奖励 钱桥
56 Reinforcement Learning for Relation Classification from Noisy Data 会议论文 Jun Feng;Minlie Huang;Li Zhao;Yang Yang;Xiaoyan Zhu
57 From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction 会议论文 Han Xiao;Minlie Huang;Xiaoyan Zhu
58 Commonsense Knowledge Aware Conversation Generation with Graph Attention 会议论文 Hao Zhou;Tom Young;Minlie Huang;Haizhou Zhao;Jingfang Xu;Xiaoyan Zhu
59 Semi-supervised Max-margin Topic Models with Manifold Posterior Regularization 会议论文 Wenbo Hu;Jun Zhu;Hang Su;Jingwei Zhuo;Bo Zhang
60 Interpret neural networks by identifying critical data routing paths 会议论文 Yulong Wang;Hang Su;Bo Zhang;Xiaolin Hu
61 百度奖学金 奖励 梁鸣
62 微软学者 奖励 石佳欣
63 Deciphering phonemes from syllables in BOLD signals in human superior temporal gyrus 期刊论文 Q. Zhang;X. Hu;H. Luo;J. Li;X. Zhang;B. Zhang
64 Dropout Training for Support Vector Machines 会议论文 Ning Chen;Jun Zhu;Jianfei Chen;Bo Zhang
65 WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation 会议论文 Jianfei Chen;Kaiwei Li;Jun Zhu;Wenguang Chen
66 Learning to Generate with Memory 会议论文 Chongxuan Li;Jun Zhu;Bo Zhang
67 Uncovering the Latent Structures of Crowd Labeling 会议论文 Tian Tian;Jun Zhu
68 Stochastic Gradient Geodesic MCMC Methods 会议论文 Chang Liu;Jun Zhu;Yang Song
69 Max-margin Deep Generative Models 会议论文 Chongxuan Li;Jun Zhu;Tianlin Shi;Bo Zhang
70 Learning Structured Representation for Text Classification via Reinforcement Learning 会议论文 Tianyang Zhang;Minlie Huang;Li Zhao
71 Discriminative Deep Random Walk for Network Classification 会议论文 Juzheng Li;Jun Zhu;Bo Zhang
72 Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint 会议论文 Li Zhao;Minlie Huang;Ziyu Yao;Rongwei Su;Yingying Jiang;Xiaoyan Zhu
73 Product Review Summarization by Exploiting Phrase Properties 会议论文 Naitong Yu;Minlie Huang;Yuanyuan Shi;Xiaoyan Zhu
74 Image Classification with Max-SIFT Descriptors 会议论文 Lingxi Xie;Qi Tian;Bo Zhang
75 Crowd Scene Understanding with Coherent Recurrent Neural Networks 会议论文 Hang Su;Yinpeng Dong;Jun Zhu;Haibin Ling;Bo Zhang
76 Bayesian Max-Margin Multitask Learning with Data Augmentation 会议论文 Chengtao Li;Jun Zhu;Jianfei Chen
77 CCF2017年自然科学一等奖 奖励 朱军
78 一种异构网络链接关系的预测方法及系统 专利 陈宁;朱军;夏飞;张傲南
79 北京市优秀毕业生 奖励 钱桥
80 Structured Generative Adversarial Networks 会议论文 Zhijie Deng;Hao Zhang;Xiaodan Liang;Jun Zhu;Eric Xing
81 Discriminative Nonparametric Latent Feature Relational Models with Data Augmentation 会议论文 Bei Chen;Ning Chen;Jun Zhu;Jiaming Song;Bo Zhang
82 Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency 会议论文 Li Zhao;Minlie Huang;Haiqiang Chen;Junjun Cheng;Xiaoyan Zhu
83 Sentiment Extraction by Leveraging Aspect-Opinion Association Structure 会议论文 Li Zhao;Minlie Huang;Jiashen Sun;Hengliang Luo;Xiankai Yang;Xiaoyan Zhu
84 Conditional Generative Moment-Matching Networks 会议论文 Yong Ren;Jialian Li;Yucen Luo;Jun Zhu
85 Customized Organization of Social Media Contents using Focused Topic Hierarchy 会议论文 Xingwei Zhu;Zhaoyan Ming;Yu Hao;Xiaoyan Zhu;Tat-Seng
86 Boosting Adversarial Attacks with Momentum 会议论文 Yinpeng Dong;Fangzhou Liao;Tianyu Pang;Hang Su;Jun Zhu;Xiaolin Hu;Jianguo Li
87 清华大学优秀硕士学位论文 奖励 刘彪
88 A Sentence Interaction Network for Modeling Dependence between Sentences 会议论文 Biao Liu;Minlie Huang;Song Liu;xuan zhu;Xiaoyan Zhu
89 Assigning Personality/Profile to a Chatting Machine for Coherent Conversation Generation 会议论文 Qiao Qian;Minlie Huang;Haizhou Zhao;Jingfang Xu;Xiaoyan Zhu
90 A cascaded inception of inception network with attention modulated feature fusion for human pose estimation 会议论文 Wentao Liu;Jie Chen;Cheng Li;Chen Qian;Xiao Chu;Xiaolin Hu
91 Learning Tag Embeddings and Tag-specific Composition Functions inRecursive Neural Network 会议论文 Qiao Qian;Bo Tian;Minlie Huang;Yang Liu;Xuan Zhu;Xiaoyan Zhu
92 Defense against adversarial attacks using high-level representation guided denoiser 会议论文 Fangzhou Liao;Ming Liang;Yinpeng Dong;Tianyu Pang;Xiaolin Hu;Jun Zhu
93 Spectral Learning for Supervised Topic Models 期刊论文 Yong Ren;Yining Wang;Jun Zhu
94 Online Bayesian Passive Aggressive Learning 会议论文 Tianlin Shi;Jun Zhu
95 MIT TR35 中国区先锋者 奖励 朱军
96 Max-Margin Deep Generative Models for (Semi-)Supervised Learning 期刊论文 Chongxuan Li;Jun Zhu;Bo Zhang
97 Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning 会议论文 Jun Feng;Heng Li;Minlie Huang;Shichen Liu;Wenwu Ou;Zhirong Wang;Xiaoyan Zhu
98 Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory 会议论文 Hao Zhou;Minlie Huang;Tianyang Zhang;Xiaoyan Zhu;Bing Liu
99 Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders 会议论文 Yansen Wang;Chenyi Liu;Minlie Huang;Liqiang Nie
100 Sentiment Analysis by Capsules 会议论文 Yequan Wang;Aixin Sun;Jialong Han;Ying Liu;Xiaoyan Zhu
101 Bayesian Matrix Completion via Adaptive Relaxed Spectral Regularization 会议论文 Yang Song;Jun Zhu
102 Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields 会议论文 Jingwei Zhuo;Yong Cao;Jun Zhu;Bo Zhang;Zaiqing Nie
103 清华大学优秀博士论文 奖励 梁鸣
104 国家万人计划青年拔尖人才计划 奖励 朱军
105 Boosting adversarial attacks with momentum 会议论文 Yinpeng Dong;Fangzhou Liao;Tianyu Pang;Hang Su;Jun Zhu;Xiaolin Hu;Jianguo L
106 Similarity-preserving binary signature for linear subspaces 会议论文 Jianqiu Ji;Jianmin Li;Shuicheng Yan;Qi Tian;Bo Zhang
107 多模态对话状态处理方法、装置、介质及计算设备 专利 黄民烈;朱小燕
108 Attention-based LSTM for Aspect-level Sentiment Classification 会议论文 Yequan Wang;Minlie Huang;xiaoyan Zhu;Li Zhao
109 Crowd Fraud Detection in Internet Advertising 会议论文 Tian Tian;Jun Zhu;Fen Xia;Xin Zhuang;Tong Zhang
110 Estimation of the volume of the left ventricle from MRI images using deep neural networks 期刊论文 Fangzhou Liao;Xi Chen;Xiaolin Hu;Sen Song
111 Topic-oriented image captioning based on order-embedding 期刊论文 Niange Yu;Xiaolin Hu;Binheng Song;Jian Yang;Jianwei Zhang
112 钱伟长中文信息处理科学技术奖 奖励 黄民烈
113 2015年度“中创软件人才奖” 奖励 朱军
114 Spectral Methods for Supervised Topic Models 会议论文 Yining Wang;Jun Zhu
115 一种从文档集中自动发现新词的方法及装置 专利 黄民烈;朱小燕
116 用于多方对话的篇章解析方法、装置、介质及计算设备 专利 黄民烈;朱小燕
117 基于噪声扰动的测试数据预测方法 专利 陈宁;朱军;陈键飞;张钹
118 Incorporating Domain and Sentiment Supervision in RepresentationLearning for Domain Adaptation 会议论文 Biao Liu;Minlie Huang;Jiashen Sun;Xuan Zhu
119 Evaluate the malignancy of pulmonary nodules using the 3D deep leaky noisy-or network 期刊论文 Fangzhou Liao;Ming Liang;Zhe Li;Xiaolin Hu;Sen Song
120 一种从文档集中抽取热词短语的方法和装置 专利 黄民烈;朱小燕
121 Jointly Modeling Topics and Intents with Global Order Structure 会议论文 Bei Chen;Jun Zhu;Nan Yang;Tian Tian;Ming Zhou;Bo Zhang
122 Incorporating Domain and Sentiment Supervision in RepresentationLearning for Domain Adaptation 会议论文 Biao Liu;Minlie Huang;Jiashen Sun;Xuan Zhu
123 清华大学优秀博士毕业生 奖励 肖寒
124 Distributed Bayesian Posterior Sampling via Moment Sharing 会议论文 Minjie Xu;Balaji Lakshminarayanan;Yee Whye;Jun Zhu;Bo Zhang
125 CCF2017年自然科学一等奖 奖励 朱军
126 Max-margin Deep Generative Models 会议论文 Chongxuan Li;Jun Zhu;Tianlin Shi;Bo Zhang
127 WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation 会议论文 Jianfei Chen;Kaiwei Li;Jun Zhu;Wenguang Chen
128 New Word Detection for Sentiment Analysis 会议论文 Minlie Huang;Borui Ye;Yichen Wang;Haiqiang Chen;Junjun Cheng;Xiaoyan Zhu
129 A Sentence Interaction Network for Modeling Dependence between Sentences 会议论文 Biao Liu;Minlie Huang;Song Liu;xuan zhu;Xiaoyan Zhu
130 Gibbs Max-margin Topic Models with Data Augmentation完成 期刊论文 Jun Zhu;Ning Chen;Hugh Perkins;Bo Zhang
131 Smooth Neighbors on Teacher Graphs for Semi-supervised Learning 会议论文 Yucen Luo();Jun Zhu();Mengxi Li;Yong Ren;Bo Zhang
132 Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields 会议论文 Jingwei Zhuo;Yong Cao;Jun Zhu;Bo Zhang;Zaiqing Nie
133 Learning to Write Stylized Chinese Characters by Reading a Handful of Examples 会议论文 Danyang Sun;Tongzheng Ren;Chongxuan Li;Hang Su;Jun Zhu
134 A cascaded inception of inception network with attention modulated feature fusion for human pose estimation 会议论文 Wentao Liu;Jie Chen;Cheng Li;Chen Qian;Xiao Chu;Xiaolin Hu
135 Essay-Anchor Attentive Multi-Modal Bilinear Pooling for Textbook Question Answering 会议论文 Juzheng Li;Hang Su;Jun Zhu;Bo Zhang
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