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CIKM2019

会议论文列表

本会议共有 386 篇论文

序号 标题 链接 推荐理由 推荐度 摘要 作者 组织
1 Virtual ID Discovery from E-commerce Media at Alibaba: Exploiting Richness of User Click Behavior for Visual Search Relevance 0 Jianmin Wu, Kang Zhao, Pan Pan, Rong Jin, Yanhao Zhang, Yinghui Xu, Yun Zheng
2 Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce 0 Dongyan Zhao, Feng Ji, Haiqing Chen, Rui Yan, Wei Zhou, Wenpeng Hu, Zhenxin Fu
3 Conversational Product Search Based on Negative Feedback 0 Keping Bi, Qingyao Ai, W. Bruce Croft, Yongfeng Zhang
4 SDM: Sequential Deep Matching Model for Online Large-scale Recommender System 0 Changlong Yu, Fei Sun, Fuyu Lv, Keping Yang, Quan Lin, Taiwei Jin, Wilfred Ng
5 An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine 0 Hongbo Deng, Jun Tan, Xiangke Liao, Yatao Yang, Yutong Lu, Zibin Zheng
6 Query Embedding Learning for Context-based Social Search 0 ChengTe Li, YiChun Chen, YuChe Tsai
7 Autor3: Automated Real-time Ranking with Reinforcement Learning in E-commerce Sponsored Search Advertising 0 Li He, Liang Wang, Yusi Zhang, Zhi Yang
8 Exploring Multi-Objective Exercise Recommendations in Online Education Systems 0 Chengxiang Zhai, Enhong Chen, Guoping Hu, Qi Liu, Weibo Gao, Yu Yin, Zhenya Huang
9 Candidate Generation with Binary Codes for Large-Scale Top-N Recommendation 0 Julian John McAuley, WangCheng Kang
10 A Dynamic Product-aware Learning Model for E-commerce Query Intent Understanding 0 Dawei Yin, Hongshen Chen, Jiashu Zhao
11 Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction 0 Bo Zhang, Fuchun Sun, Liang Zhang, Quanyu Dai, Weipeng Yan, Yang He, Yikai Wang, Yongjun Bao
12 Learning to Ask: Question-based Sequential Bayesian Product Search 0 Evangelos Kanoulas, Jie Zou
13 A Zero Attention Model for Personalized Product Search 0 Daniel N. Hill, Qingyao Ai, S. V. N. Vishwanathan, W. Bruce Croft
14 BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer 0 Changhua Pei, Fei Sun, Jian Wu, Jun Liu, Peng Jiang, Wenwu Ou, Xiao Lin
15 Dynamic Bayesian Metric Learning for Personalized Product Search 0 Huan Sun, Jiaxin Ren, Shangsong Liang, Teng Xiao, Zaiqiao Meng
16 Efficient Sequential and Parallel Algorithms for Estimating Higher Order Spectra 0 AbdullahAl Mamun, Nalini Ravishanker, Sanguthevar Rajasekaran, Xingyu Cai, Zigeng Wang
17 Feature Selection for Facebook Feed Ranking System via a Group-Sparsity-Regularized Training Algorithm 0 Chao Chen, Peng Wu, Qichao Que, Shaoliang Nie, Xiuyan Ni, Yang Yu, Youlin Li
18 Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search 0 Bo Wang, Cen Chen, Deng Cai, Forrest Sheng Bao, Jingren Zhou, Jun Huang, Minghui Qiu, Xiaoyi Zeng
19 Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce Recommendation 0 Fengli Xu, Jianxun Lian, Xing Xie, Yong Li, Yujian Xu, Zhenyu Han
20 MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction 0 Katrien Verbert, Li Chen, Nyi Nyi Htun, Wanling Cai, Yucheng Jin
21 Multi-Turn Response Selection in Retrieval-Based Chatbots with Iterated Attentive Convolution Matching Network 0 Heyuan Wang, Junyu Chen, Ziyi Wu
22 A Hybrid Retrieval-Generation Neural Conversation Model 0 Chen Qu, Jianfeng Gao, Jingjing Liu, Junjie Hu, Liu Yang, Minghui Qiu, W. Bruce Croft, Xiaodong Liu, Yelong Shen
23 Recommender System Using Sequential and Global Preference via Attention Mechanism and Topic Modeling 0 Hojung Choe, Jaegul Choo, Junwoo Park, Kyeongpil Kang, Wooyoung Kim
24 Identifying Facet Mismatches In Search Via Micrographs 0 Karthik Subbian, Lise Getoor, Nikhil S. Rao, Sriram Srinivasan
25 Patterns of Search Result Examination: Query to First Action 0 Mark D. Smucker, Mustafa Abualsaud
26 CosRec: 2D Convolutional Neural Networks for Sequential Recommendation 0 An Yan, Julian J. McAuley, Mengting Wan, Shuo Cheng, WangCheng Kang
27 Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots 0 JiaChen Gu, Quan Liu, ZhenHua Ling
28 Analysis of Adaptive Training for Learning to Rank in Information Retrieval 0 ChengXiang Zhai, Prasad Pradip Joshi, Saar Kuzi, Sahiti Labhishetty, Shubhra Kanti Karmaker Santu
29 QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation 0 Liangzhu Ge, Panpan Wang, Yazhou Zhang, Yuexian Hou, Zhao Li
30 Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods 0 Bevan Koopman, Gianluca Demartini, Guido Zuccon, Jimmy
31 Towards More Usable Dataset Search: From Query Characterization to Snippet Generation 0 Evgeny Kharlamov, Gong Cheng, Jinchi Chen, Xiaxia Wang, Yuzhong Qu
32 Caching Scores for Faster Query Processing with Dynamic Pruning in Search Engines 0 Erman Yafay, Ismail Sengor Altingovde
33 Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU 0 Beidou Wang, Deng Cai, Junxiong Zhu, Qingwen Liu, Wenwu Ou, Yingcai Ma, Yu Gong, Yu Zhu, Ziyu Guan
34 Learning Compositional, Visual and Relational Representations for CTR Prediction in Sponsored Search 0 Junwei Zhang, Shouke Qin, Tao Deng, Weihan Tan, Xiao Yang, Xutian Tao, Zongyao Ding
35 BIP! Finder: Facilitating Scientific Literature Search by Exploiting Impact-Based Ranking 0 Christos Tryfonopoulos, Ilias Kanellos, Panagiotis Deligiannis, Serafeim Chatzopoulos, Thanasis Vergoulis, Theodore Dalamagas
36 Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users 0 Dongha Lee, Hwanjo Yu, Junyoung Hwang, SeongKu Kang
37 Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks 0 Hongzhi Yin, Jingjing Li, Ruihong Qiu, Zi Huang
38 Offline and Online Satisfaction Prediction in Open-Domain Conversational Systems 0 Ali Ahmadvand, Eugene Agichtein, Jason Ingyu Choi
39 A Hierarchical Self-Attentive Model for Recommending User-Generated Item Lists 0 James Caverlee, Jianling Wang, Wei Niu, Yun He
40 Intent Term Weighting in E-commerce Queries 0 George Karypis, Mohit Sharma, Saurav Manchanda
41 Session-based Search Behavior in Naturalistic Settings for Learning-related Tasks 0 Chirag Shah, Souvick Ghosh
42 TianGong-ST: A New Dataset with Large-scale Refined Real-world Web Search Sessions 0 Jia Chen, Jiaxin Mao, Min Zhang, Shaoping Ma, Yiqun Liu
43 Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds 0 Chuan Yu, Dagui Chen, Fei Pan, Han Li, Jian Xu, Jun Wang, Junqi Jin, Kun Gai, Lvyin Niu, Weinan Zhang
44 Feature Enhancement via User Similarities Networks for Improved Click Prediction in Yahoo Gemini Native 0 Eliran Abutbul, Michal Aharon, Morelle Arian, Oren Somekh, Rotem Stram, Yair Koren
45 Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join 0 Chen Li, Chunbin Lin, Jiaheng Lu, Jin Wang
46 Learning to Generate Personalized Product Descriptions 0 Benny Kimelfeld, Guy Elad, Ido Guy, Kira Radinsky, Slava Novgorodov
47 Constrained Co-embedding Model for User Profiling in Question Answering Communities 0 Shangsong Liang, Yupeng Luo, Zaiqiao Meng
48 Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks 0 Hongxia Yang, Jiangchao Yao, Jingren Zhou, Kunyang Jia, Xuwu Wang, Yanghua Xiao, Yuting Ye
49 Online Schemaless Querying of Heterogeneous Open Knowledge Bases 0 H. V. Jagadish, Nikita Bhutani
50 ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents 0 Ali Ahmadvand, Eugene Agichtein, Harshita Sahijwani, Jason Ingyu Choi
51 A Dynamic Co-attention Network for Session-based Recommendation 0 Fei Cai, Honghui Chen, Maarten de Rijke, Wanyu Chen
52 Adaptive Feature Sampling for Recommendation with Missing Content Feature Values 0 Bin Hao, Min Zhang, Shaoping Ma, Shaoyun Shi, Xinxing Yu, Yiqun Liu, Yongfeng Zhang
53 DTCDR: A Framework for Dual-Target Cross-Domain Recommendation 0 Chaochao Chen, Feng Zhu, Guanfeng Liu, Xiaolin Zheng, Yan Wang
54 Reinforcement Learning with Sequential Information Clustering in Real-Time Bidding 0 Changcheng Li, Chaoqi Yang, Guihai Chen, Junwei Lu, Liubin Wang, Xiaofeng Gao
55 Analyzing the Effects of Document's Opinion and Credibility on Search Behaviors and Belief Dynamics 0 Masatoshi Yoshikawa, Suppanut Pothirattanachaikul, Takehiro Yamamoto, Yusuke Yamamoto
56 Automatic Sequential Pattern Mining in Data Streams 0 Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
57 Social-Aware VR Configuration Recommendation via Multi-Feedback Coupled Tensor Factorization 0 DeNian Yang, HongHan Shuai, HsuChao Lai, JiunLong Huang, Philip S. Yu, WangChien Lee
58 Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation 0 Jingyuan Wang, Ning Wu, Wayne Xin Zhao, Yang Jin
59 Spotting Terrorists by Learning Behavior-aware Heterogeneous Network Embedding 0 ChengTe Li, PeiChi Wang
60 Geometric Estimation of Specificity within Embedding Spaces 0 Ebrahim Bagheri, Fattane Zarrinkalam, Jelena Jovanovic, Negar Arabzadeh
61 Similarity-Aware Network Embedding with Self-Paced Learning 0 Baoxu Shi, Chao Huang, Nitesh V. Chawla, Xian Wu, Xuchao Zhang
62 Cross-Domain Recommendation via Preference Propagation GraphNet 0 Cheng Zhao, Chenliang Li, Cong Fu
63 Data Poisoning Attacks on Cross-domain Recommendation 0 Huiyuan Chen, Jing Li
64 Correcting for Recency Bias in Job Recommendation 0 Gaya Jayasinghe, Qingyao Ai, RueyCheng Chen, W. Bruce Croft
65 Session-based Recommendation with Hierarchical Memory Networks 0 Bo Song, Congfu Xu, Weifeng Zhang, Yi Cao
66 Long- and Short-term Preference Learning for Next POI Recommendation 0 Guoshuai Zhao, Ke Li, Xueming Qian, Yuxia Wu
67 A Study of Context Dependencies in Multi-page Product Search 0 Choon Hui Teo, Keping Bi, Vijai Mohan, W. Bruce Croft, Yesh Dattatreya
68 Fine-Grained Product Categorization in E-commerce 0 Dawei Yin, Hongshen Chen, Jiashu Zhao
69 A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters 0 Joshua Zhexue Huang, Salman Salloum, Yinxu Wu
70 Conceptualize and Infer User Needs in E-commerce 0 Kenny Qili Zhu, Keping Yang, Xusheng Luo, Yonghua Yang, Yu Gong
71 Large-Scale Visual Search with Binary Distributed Graph at Alibaba 0 Changxu Wang, Kang Zhao, Pan Pan, Rong Jin, Yanhao Zhang, Yinghui Xu, Yingya Zhang, Yun Zheng
72 Multi-Interest Network with Dynamic Routing for Recommendation at Tmall 0 Chao Li, Dik Lun Lee, Guoliang Kang, Huan Zhao, Mengmeng Wu, Pipei Huang, Qiwei Chen, Wei Li, Yuchi Xu, Zhiyuan Liu
73 Multi-task based Sales Predictions for Online Promotions 0 Can Wang, Chengwei Yao, Jiajun Bu, Martin Ester, Shen Xin, Xun Zhou, Yizhou Ye, Zhao Li
74 GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games 0 Changjie Fan, Dezhi Ye, Jianrong Tao, Linxia Gong, Longbiao Chen, Sha Zhao
75 Insta-Search: Towards Effective Exploration of Knowledge Graphs 0 Madhulika Mohanty, Maya Ramanath
76 On VR Spatial Query for Dual Entangled Worlds 0 DeNian Yang, HsuChao Lai, ShaoHeng Ko, WangChien Lee, YingChun Lin
77 Recommendation-based Team Formation for On-demand Taxi-calling Platforms 0 Dan Li, Guobin Wu, Jieping Ye, Lingyu Zhang, Lulu Zhang, Tianshu Song, Wei Ai, Yan Liu, Yongxin Tong, Zimu Zhou
78 On Transforming Relevance Scales 0 Eddy Maddalena, Gianluca Demartini, Kevin Roitero, Lei Han, Stefano Mizzaro
79 Personalized Route Description Based On Historical Trajectories 0 Bolong Zheng, Guanglin Cong, Han Su, Kai Zheng, Wei Chen
80 GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment 0 Andrea Sboner, Chang Su, Fei Wang, Sendong Zhao
81 A Deep Neural Framework for Sales Forecasting in E-Commerce 0 Chenliang Li, Han Deng, Min Cai, Yan Qi, Yuming Deng, Yunwei Qi
82 Approximation Algorithms for Coordinating Ad Campaigns on Social Networks 0 David Kempe, Kartik Lakhotia
83 AIBox: CTR Prediction Model Training on a Single Node 0 Deping Xie, Jingyuan Zhang, Ping Li, Ronglai Jia, Weijie Zhao, Yulei Qian
84 Improving Ad Click Prediction by Considering Non-displayed Events 0 BoWen Yuan, ChihJen Lin, ChihYao Chang, Hong Zhu, JuiYang Hsia, MengYuan Yang, Zhenhua Dong
85 Fast and Accurate Network Embeddings via Very Sparse Random Projection 0 Haochen Chen, Muhao Chen, Steven Skiena, Syed Fahad Sultan, Yingtao Tian
86 Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach 0 Guojie Song, Lun Du, Qingqing Long, Wei Lin, Yilun Jin, Yiming Wang
87 Discerning Edge Influence for Network Embedding 0 Feng Xu, Hanghang Tong, Jian Lu, Yaojing Wang, Yuan Yao
88 Collective Link Prediction Oriented Network Embedding with Hierarchical Graph Attention 0 Jiawei Zhang, Yangyong Zhu, Yizhu Jiao, Yun Xiong
89 Multi-Hot Compact Network Embedding 0 Chaozhuo Li, Feiran Huang, Lei Zheng, Philip S. Yu, Senzhang Wang, Zhoujun Li
90 Temporal Network Embedding with Micro- and Macro-dynamics 0 Chuan Shi, Philip S. Yu, Xiao Wang, Yanfang Ye, Yuanfu Lu
91 Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network 0 Jianhua Yin, Liqiang Nie, Meng Liu, Mengmeng Li, Tian Gan, Zhiyong Cheng
92 Task-Guided Pair Embedding in Heterogeneous Network 0 Chanyoung Park, Donghyun Kim, Hwanjo Yu, Jiawei Han, Qi Zhu
93 MrMine: Multi-resolution Multi-network Embedding 0 Boxin Du, Hanghang Tong
94 Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction 0 Liang Wang, Shu Wu, Xiaoyu Zhang, Zekun Li, Zeyu Cui
95 Key Player Identification in Underground Forums over Attributed Heterogeneous Information Network Embedding Framework 0 Chuan Shi, Liang Zhao, Yanfang Ye, Yiming Zhang, Yujie Fan
96 HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding 0 Cheng Ji, Hao Peng, Jian Peng, Jianxin Li, Yangqiu Song, Yu He
97 Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution 0 Ben He, Bo Chen, Hao Kong, Hao Nie, Le Sun, Suhui Wu, Wei Zhang, Xianpei Han
98 Enhancing Conversational Dialogue Models with Grounded Knowledge 0 Ke Zhou, Wen Zheng
99 Look before you Hop: Conversational Question Answering over Knowledge Graphs Using Judicious Context Expansion 0 Abdalghani Abujabal, Gerhard Weikum, Jyotsna Singh, Philipp Christmann, Rishiraj Saha Roy
100 Learning to Answer Complex Questions over Knowledge Bases with Query Composition 0 H. V. Jagadish, Nikita Bhutani, Xinyi Zheng
101 AutoGRD: Model Recommendation Through Graphical Dataset Representation 0 Bracha Shapira, Gilad Katz, Lior Rokach, Noy CohenShapira, Roman Vainshtein
102 CRUX: Adaptive Querying for Efficient Crowdsourced Data Extraction 0 Aditya G. Parameswaran, Amol Deshpande, Theodoros Rekatsinas
103 Model-based Constrained MDP for Budget Allocation in Sequential Incentive Marketing 0 Jun Zhu, Le Guo, Lei Lv, Shuai Xiao, Shuang Yang, Yuanbo Chen, Zaifan Jiang
104 Learning Chinese Word Embeddings from Stroke, Structure and Pinyin of Characters 0 Jiajing Zhu, Shuangqing Zhai, Weiguang Wang, Xiaofeng Liu, Yongguo Liu, Yun Zhang, Zijie Chen, Ziqiang Zheng
105 Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification 0 Liang He, Shiyun Chen, Xin Lin, Yanghua Xiao
106 Beyond word2vec: Distance-graph Tensor Factorization for Word and Document Embeddings 0 Charu C. Aggarwal, Huan Liu, Suhang Wang
107 Dynamic Collaborative Recurrent Learning 0 Shangsong Liang, Teng Xiao, Zaiqiao Meng
108 Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis 0 Jian Lou, Jing Ma, Joyce C. Ho, Li Xiong, Qiuchen Zhang, Xiaoqian Jiang
109 Privacy Preserving Approximate K-means Clustering 0 Chandan Biswas, Debasis Ganguly, Dwaipayan Roy, Ujjwal Bhattacharya
110 Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning 0 Changlong Sun, Fei Wu, Lin Yuan, Qiong Zhang, Ruocheng Wang, Tianyi Wang, Xiaozhong Liu, Xin Zhou, Xinyu Duan, Yating Zhang
111 Attentive History Selection for Conversational Question Answering 0 Cen Chen, Chen Qu, Liu Yang, Minghui Qiu, Mohit Iyyer, W. Bruce Croft, Yongfeng Zhang
112 Commonsense Properties from Query Logs and Question Answering Forums 0 Archit Sakhadeo, Gerhard Weikum, Jeff Z. Pan, Julien Romero, Koninika Pal, Simon Razniewski
113 Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation 0 Di You, Kyumin Lee, Nguyen Vo, Qiang Liu
114 HAES: A New Hybrid Approach for Movie Recommendation with Elastic Serendipity 0 Guojun Wang, Jie Wu, Weiguang Chen, Wenjun Jiang, Xueqi Li
115 DBRec: Dual-Bridging Recommendation via Discovering Latent Groups 0 Chaojie Li, Hongkui Tu, Jiahui Wen, Jingwei Ma, Liangchen Liu, Mingyang Zhong, Weitong Chen, Xue Li, Yin Yang
116 A Spatio-temporal Recommender System for On-demand Cinemas 0 Beibei Li, Beihong Jin, Qi Zhang, Sihua Tian, Taofeng Xue, Weiqing Wang
117 Leveraging Ratings and Reviews with Gating Mechanism for Recommendation 0 Bo Du, Gang Chun, Haifeng Xia, Lefei Zhang, Shuai Chen, Zengmao Wang
118 Instagrammers, Fashionistas, and Me: Recurrent Fashion Recommendation with Implicit Visual Influence 0 James Caverlee, Yin Zhang
119 Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning 0 Jiaxin Mao, Jun Xu, Junqi Zhang, Min Zhang, Qi Tian, Ruizhe Zhang, Shaoping Ma, Yiqun Liu
120 Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System 0 Chenwei Zhang, Philip S. Yu, Xiaohui Yan, Ye Liu, Yi Chang
121 Improving Web Image Search with Contextual Information 0 Jiaxin Mao, Maarten de Rijke, Min Zhang, Qingyao Ai, Shaoping Ma, Xiaohui Xie, Yiqun Liu, Yufei Huang
122 GRIP: Multi-Store Capacity-Optimized High-Performance Nearest Neighbor Search for Vector Search Engine 0 Minjia Zhang, Yuxiong He
123 Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor 0 Jingyi Wang, Qiang Liu, Shu Wu, Zhaocheng Liu
124 A Modular Adversarial Approach to Social Recommendation 0 Adit Krishnan, Hari Cheruvu, Hari Sundaram, Tao Cheng
125 In2Rec: Influence-based Interpretable Recommendation 0 Huafeng Liu, Jian Yu, Jingxuan Wen, Liping Jing, Min Zhang, Xiangliang Zhang
126 STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints 0 Guangju Peng, Jiangtao Wang, Jingyue Gao, Xiting Wang, Xu Chu, Yasha Wang, Yuanduo He
127 Active Collaborative Sensing for Energy Breakdown 0 Hongning Wang, Kamin Whitehouse, Nipun Batra, Yiling Jia
128 Unsupervised Representation Learning of Spatial Data via Multimodal Embedding 0 Ahmad Farag, Porter Jenkins, Suhang Wang, Zhenhui Li
129 Machine Reading Comprehension: Matching and Orders 0 Ao Liu, Chenbin Zhang, Junyu Lu, Lizhen Qu, Zenglin Xu
130 MarlRank: Multi-agent Reinforced Learning to Rank 0 Jun Wang, Mohammad Akbari, Peng Zhang, Shihao Zou, Zhonghua Li
131 Scalable Manifold-Regularized Attributed Network Embedding via Maximum Mean Discrepancy 0 Jingrui He, Jun Wu
132 Tensor Decomposition-based Node Embedding 0 Rafal A. Angryk, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
133 Integrating Multi-Network Topology via Deep Semi-supervised Node Embedding 0 Hansheng Xue, Jiajie Peng, Jiying Li, Xuequn Shang
134 Query-Specific Knowledge Summarization with Entity Evolutionary Networks 0 Carl Yang, Jiaming Shen, Jiawei Han, Jinfeng Xiao, Lingrui Gan, Zongyi Wang
135 Fast Approximations of Betweenness Centrality with Graph Neural Networks 0 Sunil Kumar Maurya, Tsuyoshi Murata, Xin Liu
136 Synergizing Local and Global Models for Matrix Approximation 0 Chao Chen, Dongsheng Li, Hao Zhang, Junchi Yan, Xiaokang Yang
137 Motif Enhanced Recommendation over Heterogeneous Information Network 0 Dik Lun Lee, Huan Zhao, Yangqiu Song, Yingqi Zhou
138 Towards Stochastic Simulations of Relevance Profiles 0 Andrea Brunello, Julián Urbano, Kevin Roitero, Stefano Mizzaro
139 On Continuously Matching of Evolving Graph Patterns 0 Aibo Guo, Deke Guo, Qianzhen Zhang, Xiang Zhao
140 SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks 0 Jundong Li, Mengnan Du, Na Zou, Xiao Huang, Yuening Li
141 Multi-view Moments Embedding Network for 3D Shape Recognition 0 Chunli Zhang, Jun Xiao, Kaigui Bian, Kecheng Xiao, Pengyu Zhao, Wei Yan, Yuanxing Zhang
142 Exploiting Multiple Embeddings for Chinese Named Entity Recognition 0 Canwen Xu, Chenliang Li, Feiyang Wang, Jialong Han
143 Labelling for Venue Visit Detection by Matching Wi-Fi Hotspots with Businesses 0 Alexey Drutsa, Anastasia A. Bezzubtseva, Denis Shaposhnikov, Ekaterina Gladkikh
144 Cluster-Based Focused Retrieval 0 Eilon Sheetrit, Oren Kurland
145 Collaborative Analysis for Computational Risk in Urban Water Supply Systems 0 Di Wu, Hao Wang, Razak Seidu
146 Cross-modal Image-Text Retrieval with Multitask Learning 0 Junyu Luo, Min Yang, Xiang Ao, Ying Shen, Zhou Zhao
147 A Unified Generation-Retrieval Framework for Image Captioning 0 Chunpu Xu, Jinwen Tian, Min Yang, Wangrong Cheng, Wei Zhao, Xiang Ao
148 A Lossy Compression Method on Positional Index for Efficient and Effective Retrieval 0 Gang Wang, Jipeng Liu, Shuni Gao, Xiaoguang Liu
149 Approximate Definitional Constructs as Lightweight Evidence for Detecting Classes Among Wikipedia Articles 0 Marius Pasca
150 Towards the Gradient Vanishing, Divergence Mismatching and Mode Collapse of Generative Adversarial Nets 0 Changwei Luo, Jun Yu, Zhaoyu Zhang
151 Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning 0 Chen Wu, Jiangnan Xia, Ming Yan
152 Best Co-Located Community Search in Attributed Networks 0 Jiehuan Luo, Qiang Qu, Xike Xie, Xin Cao
153 Investigating the Learning Process in Job Search: A Longitudinal Study 0 Damiano Spina, Falk Scholer, Jiaxin Mao, Mark Sanderson, Sargol Sadeghi
154 Cost-effective Resource Provisioning for Spark Workloads 0 Chen Chen, Jiaheng Lu, Mohammad Ashraful Hoque, Sasu Tarkoma, Yuxing Chen
155 Learning to be Relevant: Evolution of a Course Recommendation System 0 Deepak Kumar, Gungor Polatkan, Jeffrey D. Gee, Konstantin Salomatin, Mahesh Joshi, Shivani Rao, Sneha Chaudhari, Vladislav Tcheprasov
156 Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching 0 Chenxi Wang, Guobin Wu, Jiarui Jin, Jieping Ye, Ming Zhou, Weinan Zhang, Yan Jiao, Yong Yu, Zhiwei (Tony) Qin
157 Industry Specific Word Embedding and its Application in Log Classification 0 Bhanukiran Vinzamuri, Dhaval Patel, Elham Khabiri, Pietro Mazzoleni, Wesley M. Gifford
158 How to Find It Better?: Cross-Learning for WeChat Mini Programs 0 He Li, Sheng Xu, Xiangqun Chen, Zhiqiang Liu, Zhiyuan Lin
159 Soft Frequency Capping for Improved Ad Click Prediction in Yahoo Gemini Native 0 Alex Zlotnik, Assaf Singer, Avi Shahar, Ayelet Blanc, Michal Aharon, Neetai Eshel, Oren Somekh, Rina Levy, Yohay Kaplan
160 LuPe: A System for Personalized and Transparent Data-driven Decisions 0 Melanie Herschel, Sarah Oppold
161 Rehab-Path: Recommending Alcohol and Drug-free Routes 0 Adam Jatowt, Panote Siriaraya, Yihong Zhang, Yukiko Kawai
162 PatMat: A Distributed Pattern Matching Engine with Cypher 0 Kongzhang Hao, Longbin Lai, Xin Jin, Xuemin Lin, Zhengmin Lai, Zhengyi Yang
163 BeLink: Querying Networks of Facts, Statements and Beliefs 0 François Goasdoué, Ioana Manolescu, Ludivine Duroyon, Tien Duc Cao, Xavier Tannier
164 TuneR: Fine Tuning of Rule-based Entity Matchers 0 Francesco Guerra, Matteo Paganelli, Paolo Sottovia, Yannis Velegrakis
165 ReducE-Comm: Effective Inventory Reduction System for E-Commerce 0 Shay Gershtein, Slava Novgorodov, Tova Milo
166 Learning and Reasoning on Graph for Recommendation 0 TatSeng Chua, Xiang Wang, Xiangnan He
167 Recommendation for Multi-stakeholders and through Neural Review Mining 0 Muthusamy Chelliah, Sudeshna Sarkar, Yong Zheng
168 On Heavy-user Bias in A/B Testing 0 Ali Mahmoudzadeh, Jiannan Lu, Somit Gupta, Sophia Liu, Yu Wang
169 Estimating the Number of Distinct Items in a Database by Sampling 0 Roel Apfelbaum
170 Adversarial Domain Adaptation with Semantic Consistency for Cross-Domain Image Classification 0 Bo Yao, Manliang Cao, Xiangdong Zhou, Yiming Xu, Yue Pang
171 Learning Region Similarity over Spatial Knowledge Graphs with Hierarchical Types and Semantic Relations 0 Byungkook Oh, Dongho Lee, KyongHo Lee, Liang Chen, Sanghak Lee, Xiongnan Jin
172 New Online Kernel Ridge Regression via Incremental Predictive Sampling 0 Shan Xu, Shizhong Liao, Xiao Zhang
173 Batch Mode Active Learning for Semantic Segmentation Based on Multi-Clue Sample Selection 0 Liu Yang, Qinghua Hu, Yao Tan, Zhibin Du
174 #suicidal - A Multipronged Approach to Identify and Explore Suicidal Ideation in Twitter 0 Debanjan Mahata, Huan Liu, Pradyumna Prakhar Sinha, Rajiv Ratn Shah, Ramit Sawhney, Rohan Mishra
175 FLEET: Butterfly Estimation from a Bipartite Graph Stream 0 Ahmet Erdem Sariyüce, SeyedVahid SaneiMehri, Srikanta Tirthapura, Yu Zhang
176 Exploring The Interaction Effects for Temporal Spatial Behavior Prediction 0 Elisa Bertino, Huan Yang, Tianyuan Liu, Yuqing Sun
177 Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior 0 Dustin Arendt, Prasha Shrestha, Suraj Maharjan, Svitlana Volkova
178 Understanding Default Behavior in Online Lending 0 Chunping Wang, Fei Wu, Ming Gu, Yang Yang, Yizhou Sun, Yueting Zhuang, Yuhong Xu
179 Neural Review Rating Prediction with User and Product Memory 0 Chuhan Wu, Fangzhao Wu, Junxin Liu, Xing Xie, Yongfeng Huang, Zhigang Yuan
180 Neural Review Summarization Leveraging User and Product Information 0 Hui Liu, Xiaojun Wan
181 Autonomous Driving Towards Mass Production 0 Jianping Shi
182 From Unstructured Text to TextCube: Automated Construction and Multidimensional Exploration 0 Jiawei Han
183 Sketching Streaming Histogram Elements using Multiple Weighted Factors 0 Heri Ramampiaro, Kjetil Nørvåg, QuangHuy Duong
184 Streamline Density Peak Clustering for Practical Adoptions 0 Min Chi, Shuai Yang, Xipeng Shen
185 DeepIST: Deep Image-based Spatio-Temporal Network for Travel Time Estimation 0 TaoYang Fu, WangChien Lee
186 Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation 0 Buyue Qian, Jishang Wei, Qinghua Zheng, Sirui Chen, Xianli Zhang, Xiaoyu Li
187 Multi-stage Deep Classifier Cascades for Open World Recognition 0 Amir AlipourFanid, Hemant Purohit, Kai Zeng, Liang Zhao, Lingfei Wu, Xiang Chen, Xiaojie Guo
188 Multi-Target Multi-Camera Tracking with Human Body Part Semantic Features 0 Dianxi Shi, Mingkun Wang, Naiyang Guan, Tao Zhang, Wei Yi, Zunlin Fan
189 Efficient Join Processing Over Incomplete Data Streams 0 Kambiz Ghazinour, Weilong Ren, Xiang Lian
190 Partially Shared Adversarial Learning For Semi-supervised Multi-platform User Identity Linkage 0 Chaozhuo Li, Hao Wang, Philip S. Yu, Senzhang Wang, Wei Wang, Yanbo Liang, Zhoujun Li
191 ATL: Autonomous Knowledge Transfer from Many Streaming Processes 0 Edwin Lughofer, Jie Lu, Mahardhika Pratama, Marcus de Carvalho, Renchunzi Xie
192 Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning 0 Changlong Sun, Jian Wang, Lujun Zhao, Xiaozhong Liu, Yao Lu, Zhuoren Jiang
193 Online Kernel Selection via Tensor Sketching 0 Shizhong Liao, Xiao Zhang
194 Clustering Recurrent and Semantically Cohesive Program Statements in Introductory Programming Assignments 0 Carlos R. Rivero, Victor J. Marin
195 Declarative User Selection with Soft Constraints 0 Amit Somech, Brit Youngmann, Tova Milo, Yael Amsterdamer
196 Wide-Ranging Review Manipulation Attacks: Model, Empirical Study, and Countermeasures 0 James Caverlee, Majid Alfifi, Parisa Kaghazgaran
197 A Semantics Aware Random Forest for Text Classification 0 Jiuyong Li, Jixue Liu, Lin Liu, Md. Zahidul Islam, Wei Kang
198 Regularizing Deep Neural Networks by Ensemble-based Low-Level Sample-Variances Method 0 Liangzhu Ge, Shuai Yao, Yuexian Hou, Zeting Hu
199 Imbalance Rectification in Deep Logistic Regression for Multi-Label Image Classification Using Random Noise Samples 0 Jinyang Wang, Jun Wang, Pan Zhou, Ruixuan Li, Wenjin Yan, Xiwu Gu, Yuhua Li
200 Automatic Construction of Multi-layer Perceptron Network from Streaming Examples 0 Andri Ashfahani, Choiru Za'in, Mahardhika Pratama, Weiping Ding, YewSoon Ong
201 Discovering Interesting Cycles in Directed Graphs 0 Aristides Gionis, Florian Adriaens, Jefrey Lijffijt, Tijl De Bie, Çigdem Aslay
202 Adaptive Algorithms for Estimating Betweenness and k-path Centralities 0 Albert Bifet, Mostafa Haghir Chehreghani, Talel Abdessalem
203 Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments 0 Weijia Jia, Wenmian Yang, Wenyuan Gao, Xiaojie Zhou, Yutao Luo
204 Detecting Malicious Accounts in Online Developer Communities Using Deep Learning 0 Jiayun Zhang, Pan Hui, Qi Li, Qingyuan Gong, Xin Wang, Yang Chen, Yu Xiao
205 Into the Battlefield: Quantifying and Modeling Intra-community Conflicts in Online Discussion 0 Arpan Mukherjee, Dipankar Das, Gunkirat Kaur, Shreyans Mongia, Subhabrata Dutta, Tanmoy Chakraborty
206 A Latent-Constrained Variational Neural Dialogue Model for Information-Rich Responses 0 Jianmin Wang, Lijie Wen, Yan Wang, Yanan Zheng
207 An Interactive Mechanism to Improve Question Answering Systems via Feedback 0 Lei Zou, Sen Hu, Xinbo Zhang
208 Tracking Top-k Influential Users with Relative Errors 0 Enhong Chen, Jian Pei, Tianyuan Jin, Yu Yang, Zhefeng Wang
209 NActSeer: Predicting User Actions in Social Network using Graph Augmented Neural Network 0 Mohammad Raihanul Islam, Naren Ramakrishnan, Sathappan Muthiah
210 Accounting for Temporal Dynamics in Document Streams 0 Hongning Wang, Renqin Cai, Zhendong Chu
211 BePT: A Behavior-based Process Translator for Interpreting and Understanding Process Models 0 Akhil Kumar, Chen Qian, Lijie Wen
212 Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network 0 Sourav S. Bhowmick, Xi Lin, Xiaokui Xiao, Yequan Wang, Zengxiang Li
213 Interpretable MTL from Heterogeneous Domains using Boosted Tree 0 Longfei Li, YaLin Zhang
214 Fine-Grained Geolocalization of User-Generated Short Text based on Weight Probability Model 0 Congjie Gao, Jiaqi Yang, Yongjun Li
215 Deep Colorization by Variation 0 Zineng Tang
216 Faster Algorithms for k-Regret Minimizing Sets via Monotonicity and Sampling 0 Jiping Zheng, Qi Dong
217 Gate-based Bidirectional Interactive Decoding Network for Scene Text Recognition 0 Hanqing Lu, Jinqiao Wang, Yingying Chen, Yunze Gao
218 Hybrid Deep Pairwise Classification for Author Name Disambiguation 0 C. Lee Giles, Kunho Kim, Shaurya Rohatgi
219 Neural Gender Prediction in Microblogging with Emotion-aware User Representation 0 Chuhan Wu, Fangzhao Wu, Junxin Liu, Tao Qi, Xing Xie, Yongfeng Huang
220 NICE: Neural In-Hospital Cost Estimation from Medical Records 0 Chuhan Wu, Fangzhao Wu, Xing Xie, Yongfeng Huang
221 DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis 0 Enhong Chen, Guoping Hu, Haiping Ma, Qi Liu, Song Cheng, Yiying Chen, Zai Huang, Zhenya Huang
222 What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem 0 Bowen Zhang, Fengkun Wang, Lei Li, Li Xu, Meng Wang, WeiYing Ma, Yuning Jiang, Zhichen Zhao
223 MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data 0 An Zhuo, Haifeng Wang, Jizhou Huang, Miao Fan, Ping Li, Ying Li
224 Semantically Driven Auto-completion 0 Konstantine Arkoudas, Mohamed Yahya
225 Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Experts 0 Chandan K. Reddy, Suhang Wang, Tian Shi, Vineeth Rakesh
226 Deep Graph Similarity Learning for Brain Data Analysis 0 Dipanjan Sengupta, Guixiang Ma, Michael W. Cole, Nesreen K. Ahmed, Nicholas B. TurkBrowne, Philip S. Yu, Theodore L. Willke
227 Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring 0 Ali Anaissi, Fang Chen, Hongda Tian, Nguyen Lu Dang Khoa, Yang Wang
228 Inspect What Your Location History Reveals About You: Raising user awareness on privacy threats associated with disclosing his location data 0 Antoine Boutet, Sébastien Gambs
229 ATENA: An Autonomous System for Data Exploration Based on Deep Reinforcement Learning 0 Amit Somech, Ori Bar El, Tova Milo
230 ExplIQuE: Interactive Databases Exploration with SQL 0 Ihab F. Ilyas, JeanMarc Petit, Marie Le Guilly, VasileMarian Scuturici
231 SIMILANT: An Analytic Tool for Similarity Modeling 0 David Bernhauer, Irena Holubová, Ladislav Peska, Martin Svoboda, Tomás Skopal
232 CurrentClean: Interactive Change Exploration and Cleaning of Stale Data 0 Fei Chiang, Mostafa Milani, Tri Minh Quach, Zheng Zheng, Ziyi Jin
233 Taming Social Bots: Detection, Exploration and Measurement 0 Abdullah Mueen, Amanda J. Minnich, Nikan Chavoshi
234 Machine Learning on Graphs with Kernels 0 Giannis Nikolentzos, Giannis Siglidis, Michalis Vazirgiannis
235 Practicing the Art of Data Science 0 Jian Pei
236 The Fisher-Rao Metric in Computer Vision 0 Stephen John Maybank
237 Improved Compressed String Dictionaries 0 Ana CerdeiraPena, Gonzalo Navarro, Guillermo de Bernardo, Nieves R. Brisaboa
238 Geolocating Tweets in any Language at any Location 0 Mike Izbicki, Vagelis Papalexakis, Vassilis J. Tsotras
239 SeiSMo: Semi-supervised Time Series Motif Discovery for Seismic Signal Detection 0 Abdullah Mueen, M. Ashraf Siddiquee, Zeinab Akhavan
240 UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction 0 Andy Jinhua Ma, Baoyao Yang, Francis KaLeung Chan, Grace LaiHung Wong, Huiqi Deng, Jessica YuetLing Ching, Mang Ye, Pong C. Yuen, Qingxiong Tan, Terry CheukFung Yip, Vincent WaiSun Wong, YeeKit Tse
241 Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images 0 Changhee Han, Fumiya Uchiyama, Hideki Nakayama, Kohei Murao, Leonardo Rundo, Shin'ichi Satoh, Tomoyuki Noguchi, Yusuke Kawata
242 Question Difficulty Prediction for Multiple Choice Problems in Medical Exams 0 Wei Fan, Xian Wu, Zhaopeng Qiu
243 Video-level Multi-model Fusion for Action Recognition 0 Haisheng Li, Jie Zhu, Junsan Zhang, Leiquan Wang, Philip S. Yu, Xiaomin Wang
244 Large Scale Landmark Recognition via Deep Metric Learning 0 Andrei Boiarov, Eduard Tyantov
245 Inferring Context from Pixels for Multimodal Image Classification 0 Aleksei Timofeev, Ariel Fuxman, Chao Jia, Chen Sun, ChunTa Lu, Krishnamurthy Viswanathan, Manan Shah, Zhen Li
246 Inclusion Dependency Discovery: An Experimental Evaluation of Thirteen Algorithms 0 Axel Stebner, Fabian Windheuser, Falco Dürsch, Felix Naumann, Hazar Harmouch, Lan Jiang, Maxi Fischer, Nils Strelow, Thorsten Papenbrock, Tim Friedrich, Tobias Bleifuß
247 Constructing a Comprehensive Events Database from the Web 0 Bhargav Kanagal, D. Sivakumar, Qifan Wang, Vijay Garg
248 Deploying Hash Tables on Die-Stacked High Bandwidth Memory 0 Bingsheng He, Eric Lo, Shengliang Lu, Wei Wang, Xinyu Chen, Xuntao Cheng
249 Knowledge Transfer based on Multiple Manifolds Assumption 0 Pengfei Wei, Yiping Ke
250 Hyper-Path-Based Representation Learning for Hyper-Networks 0 Jie Huang, Xin Liu, Yangqiu Song
251 Graph Convolutional Networks with Motif-based Attention 0 Anup Rao, Eunyee Koh, John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Xiangnan Kong
252 Hashing Graph Convolution for Node Classification 0 Chengzheng Li, Chunyan Xu, Jian Yang, Tong Zhang, Wenting Zhao, Zhen Cui
253 Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach 0 Changjun Fan, Li Zeng, Muhao Chen, Yizhou Sun, Yuhui Ding, Zhong Liu
254 Multiple Rumor Source Detection with Graph Convolutional Networks 0 Bolong Zheng, GuoHui Li, Han Su, Ming Dong, Nguyen Quoc Viet Hung
255 Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity 0 Jiaming Shen, Jiawei Han, Matthew Walker, Myunghwan Kim, Naijing Zhang, Qi Zhu, Xinwei He, Yu Shi, Yuchen Li, Zhengzhi Lou
256 Gravity-Inspired Graph Autoencoders for Directed Link Prediction 0 Guillaume Salha, Michalis Vazirgiannis, Romain Hennequin, Stratis Limnios, VietAnh Tran
257 αCyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model 0 Fudong Shao, Jiabin Wang, Jingwei Lei, Qi Xiong, Shifu Hou, Wenqiang Wan, Yanfang Ye, Yiming Zhang, Yujie Fan
258 BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network 0 Chanyoung Park, Hwanjo Yu, Seonghyeon Lee
259 EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation 0 Philip S. Yu, Xiancheng Xie, Yangyong Zhu, Yun Xiong
260 A Fine-grained and Noise-aware Method for Neural Relation Extraction 0 Dantong Ouyang, Jianfeng Qu, Wen Hua, Xiaofang Zhou, Ximing Li
261 A Benchmark for Fact Checking Algorithms Built on Knowledge Bases 0 Paolo Papotti, VietPhi Huynh
262 MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data 0 Kai Lei, Min Yang, Nan Du, Wei Fan, Yaliang Li, Yang Deng, Ying Shen
263 Auto-completion for Data Cells in Relational Tables 0 Krisztian Balog, Shuo Zhang
264 Author Set Identification via Quasi-Clique Discovery 0 Chuan Shi, Xiangnan Kong, Yanfang Ye, Yuyan Zheng
265 AdaFair: Cumulative Fairness Adaptive Boosting 0 Eirini Ntoutsi, Vasileios Iosifidis
266 One-Class Active Learning for Outlier Detection with Multiple Subspaces 0 Holger Trittenbach, Klemens Böhm
267 Deep Forest with LRRS Feature for Fine-grained Website Fingerprinting with Encrypted SSL/TLS 0 Cuicui Kang, Gang Xiong, Zhen Li, Ziqing Zhang
268 N2N: Network Derivative Mining 0 Hanghang Tong, Jian Kang
269 MoBoost: A Self-improvement Framework for Linear-based Hashing 0 Lei Zhu, Xiaoming Xi, Xingbo Liu, Xiushan Nie, Yilong Yin
270 EPA: Exoneration and Prominence based Age for Infection Source Identification 0 Ajay Rastogi, Syed Afzal Murtaza Rizvi, Syed Shafat Ali, Tarique Anwar
271 Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning 0 Bingkun Wei, Fanhua Shang, Hongying Liu, Xiangyang Liu
272 Going Beyond Content Richness: Verified Information Aware Summarization of Crisis-Related Microblogs 0 Ashish Sharma, Koustav Rudra, Niloy Ganguly
273 Generating Persuasive Visual Storylines for Promotional Videos 0 Chang Liu, Changgong Zhang, Chunyan Miao, Han Yu, Lizhen Cui, Pan Wang, Peiran Ren, Xuansong Xie, Yi Dong, Zhanning Gao, Zhiqi Shen
274 Discovering Polarized Communities in Signed Networks 0 Aristides Gionis, Bruno Ordozgoiti, Edoardo Galimberti, Francesco Bonchi, Giancarlo Ruffo
275 Nested Relation Extraction with Iterative Neural Network 0 Dian Chen, Hongwei Li, Ping Luo, Yixuan Cao
276 Augment to Prevent: Short-Text Data Augmentation in Deep Learning for Hate-Speech Classification 0 Björn W. Schuller, Georgios Rizos, Konstantin Hemker
277 Interactive Multi-Grained Joint Model for Targeted Sentiment Analysis 0 Da Yin, Xiao Liu, Xiaojun Wan
278 Federated Topic Modeling 0 Di Jiang, Qian Xu, Qiang Yang, Weiwei Zhao, Xueyang Wu, Yongxin Tong, Yuanfeng Song
279 Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach 0 Dan Zhang, Enhong Chen, Qi Liu, Shijin Wang, Wei Huang, Yang Liu, Yuying Chen, Zai Huang, Zhou Zhao
280 ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning 0 Huaizheng Zhang, Xinwen Zhang, Yong Luo, Yonggang Wen
281 Sentiment Lexicon Enhanced Neural Sentiment Classification 0 Chuhan Wu, Fangzhao Wu, Junxin Liu, Xing Xie, Yongfeng Huang
282 Attention-Residual Network with CNN for Rumor Detection 0 Jie Sui, Liang Hu, Wei Gong, Yixuan Chen
283 CamDrop: A New Explanation of Dropout and A Guided Regularization Method for Deep Neural Networks 0 Guanbin Li, Guangrun Wang, Hongjun Wang, Liang Lin
284 AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks 0 Chence Shi, Jian Tang, Ming Zhang, Weiping Song, Yewen Xu, Zhijian Duan, Zhiping Xiao
285 Robust Embedded Deep K-means Clustering 0 Hanghang Tong, Rui Zhang, Yada Zhu, Yinglong Xia
286 Balance in Signed Bipartite Networks 0 Cassidy Johnson, Jiliang Tang, Tyler Derr, Yi Chang
287 Selecting the Optimal Groups: Efficiently Computing Skyline k-Cliques 0 Chen Zhang, Fan Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin, Ying Zhang
288 Achieve Privacy-Preserving Truth Discovery in Crowdsensing Systems 0 Jianchao Tang, Kai Huang, Ming Xu, Shaojing Fu, Yuchuan Luo
289 Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas 0 Han Yu, Jinyan Liu, Jun Zhao, Shuyu Shi, Teng Wang, Xinyu Yang, Xuebin Ren
290 Practical Access Pattern Privacy by Combining PIR and Oblivious Shuffle 0 Ada WaiChee Fu, Ke Wang, Raymond ChiWing Wong, Weipeng Lin, Zhilin Zhang
291 Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms 0 Avikalp Srivastava, Hsin Wen Liu, Sumio Fujita
292 Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction 0 Feida Zhu, Guibing Guo, Jiayi Liu, Pan Zhou, Wei Wei, Xianling Mao, Yuchong Hu
293 Message Passing for Complex Question Answering over Knowledge Graphs 0 Axel Polleres, Javier David Fernandez Garcia, Maarten de Rijke, Michael Cochez, Svitlana Vakulenko
294 What Can History Tell Us? 0 Hongzhi Yin, Ke Sun, Ling Chen, Tieyun Qian, Tong Chen, Yiqi Chen
295 A Multi-Scale Temporal Feature Aggregation Convolutional Neural Network for Portfolio Management 0 Guohui Li, Jianjun Li, Peng Pan, Si Shi
296 Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning 0 Jun Ma, Maarten de Rijke, Pengjie Ren, Shanshan Wang, Zhaochun Ren, Zhumin Chen
297 HiCAN: Hierarchical Convolutional Attention Network for Sequence Modeling 0 Bo Song, Congfu Xu, Weifeng Zhang, Yi Cao
298 Locally Slope-based Dynamic Time Warping for Time Series Classification 0 Jidong Yuan, Qianhong Lin, Wei Zhang, Zhihai Wang
299 Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities 0 Di Jin, Dongxiao He, Jianwu Dang, Katarzyna Musial, Mengquan Liu, Xiaobao Wang
300 How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations 0 Alexander Löser, Benjamin Winter, Betty van Aken, Felix A. Gers
301 Scalable Causal Graph Learning through a Deep Neural Network 0 Chenxiao Xu, Hao Huang, Shinjae Yoo
302 Towards Effective and Interpretable Person-Job Fitting 0 Dongyan Zhao, Ran Le, Rui Yan, Tao Zhang, Wenpeng Hu, Yang Song
303 Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection 0 Babak Hosseini, Barbara Hammer
304 Leveraging Graph Neighborhoods for Efficient Inference 0 Heiner Stuckenschmidt, Melisachew Wudage Chekol
305 CoLight: Learning Network-level Cooperation for Traffic Signal Control 0 Chacha Chen, Guanjie Zheng, Hua Wei, Huichu Zhang, Kai Xu, Nan Xu, Weinan Zhang, Xinshi Zang, Yanmin Zhu, Zhenhui Li
306 PRNet: Outdoor Position Recovery for Heterogenous Telco Data by Deep Neural Network 0 Jia Zeng, Kun Zhang, Mingxuan Yuan, Weixiong Rao, Yige Zhang
307 Learning Phase Competition for Traffic Signal Control 0 Guanjie Zheng, Hua Wei, Huichu Zhang, Jie Feng, Kai Xu, Xinshi Zang, Yong Li, Yuanhao Xiong, Zhenhui Li
308 Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model 0 Junping Du, Lei Quan, Sili Li, Wei Zhang, Xiaotong Li, Yingxia Shao, Yushun Dong
309 CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms 0 Chenxi Wang, Guobin Wu, Jiarui Jin, Jieping Ye, Jun Wang, Ming Zhou, Minne Li, Weinan Zhang, Xiaocheng Tang, Yan Jiao, Zhiwei (Tony) Qin, Zilong Guo
310 Rating Mechanisms for Sustainability of Crowdsourcing Platforms 0 Anna Cinzia Squicciarini, Chenxi Qiu, Sarah Michele Rajtmajer
311 Social Cards Probably Provide For Better Understanding Of Web Archive Collections 0 Michael L. Nelson, Michele C. Weigle, Shawn M. Jones
312 Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder 0 Jianfei Yu, Jing Jiang, Yufei Tian
313 An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals 0 Cheng Siong Lee, Jionghao Lin, Sharon L. Oviatt, Shirui Pan
314 Datalog Reasoning over Compressed RDF Knowledge Bases 0 Boris Motik, Ian Horrocks, Jacopo Urbani, Pan Hu
315 LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning 0 Diandian Gu, Shangchen Du, Yun Ma, Ziniu Hu
316 NAD: Neural Network Aided Design for Textile Pattern Generation 0 Dongxiang Zhang, Gang Chen, Sai Wu, Yunjun Gao, Zhifei Pang
317 A Compare-Aggregate Model with Latent Clustering for Answer Selection 0 Doo Soon Kim, Franck Dernoncourt, Kyomin Jung, Seunghyun Yoon, Trung Bui
318 Real-time Edge Repartitioning for Dynamic Graph 0 Hang Yuan, He Li, Jianbin Huang
319 DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting 0 Ao Tang, Donglin Wang, Siteng Huang, Xuehan Wu
320 Towards Explainable Representation of Time-Evolving Graphs via Spatial-Temporal Graph Attention Networks 0 Dawei Zhou, Jingrui He, Zhining Liu
321 Deep Prototypical Networks for Imbalanced Time Series Classification under Data Scarcity 0 Chao Huang, Nitesh V. Chawla, Suwen Lin, Xian Wu, Xuchao Zhang
322 Time Series Prediction with Interpretable Data Reconstruction 0 Ao Tang, Donglin Wang, Jinxin Liu, Qiangxing Tian
323 Knowledge-aware Textual Entailment with Graph Attention Network 0 Daoyuan Chen, HaiTao Zheng, Min Yang, Yaliang Li, Ying Shen
324 Neighborhood Interaction Attention Network for Link Prediction 0 Wenjie Li, Yu Lei, Zhitao Wang
325 Using External Knowledge for Financial Event Prediction Based on Graph Neural Networks 0 Libo Wu, Qin Chen, Yiying Yang, Zhongyu Wei
326 Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning 0 Bo Du, Ivor W. Tsang, Lan Du, Man Wu, Shirui Pan, Xingquan Zhu
327 ARP: Aspect-aware Neural Review Rating Prediction 0 Chuhan Wu, Fangzhao Wu, Junxin Liu, Xing Xie, Yongfeng Huang
328 GPU-Accelerated Decoding of Integer Lists 0 Antonio Mallia, Michal Siedlaczek, Mohamed Zahran, Torsten Suel
329 Fast Random Forest Algorithm via Incremental Upper Bound 0 Atsutoshi Kumagai, Junya Arai, Naonori Ueda, Sekitoshi Kanai, Yasuhiro Fujiwara, Yasutoshi Ida
330 Convolution-Consistent Collective Matrix Completion 0 Jingrui He, Liz O'Sullivan, Sam Duddy, Xu Liu
331 Time-Series Aware Precision and Recall for Anomaly Detection: Considering Variety of Detection Result and Addressing Ambiguous Labeling 0 HyoungChun Kim, JeongHan Yun, Jonguk Kim, WonSeok Hwang
332 Additive Explanations for Anomalies Detected from Multivariate Temporal Data 0 Anika Schumann, Ioana Giurgiu
333 ED2: A Case for Active Learning in Error Detection 0 Felix Neutatz, Mohammad Mahdavi, Ziawasch Abedjan
334 Multi-scale Trajectory Clustering to Identify Corridors in Mobile Networks 0 Chien Aun Chan, Christopher Leckie, Li Li, Sarah M. Erfani
335 On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability 0 Bing Bai, Hans Peter Graf, Kai Li, Martin Renqiang Min, Yun Fu
336 Active Entity Recognition in Low Resource Settings 0 Nikos Karampatziakis, Ning Gao, Rahul Potharaju, Silviu Cucerzan
337 Modeling Long-Range Context for Concurrent Dialogue Acts Recognition 0 Grace Hui Yang, Siyao Peng, Yue Yu
338 Learning Traffic Signal Control from Demonstrations 0 Guanjie Zheng, Kai Xu, Yuanhao Xiong, Zhenhui Li
339 Spatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction 0 Lei Bai, Lina Yao, Salil S. Kanhere, Wei Liu, Xianzhi Wang, Zheng Yang
340 Heterogeneous Components Fusion Network for Load Forecasting of Charging Stations 0 Cheng Feng, Fei Yu, Kai Li, Tian Xia
341 Meta-GNN: On Few-shot Node Classification in Graph Meta-learning 0 Chengtai Cao, Fan Zhou, Goce Trajcevski, Ji Geng, Kunpeng Zhang, Ting Zhong
342 Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features 0 Miao Fan, Mingming Sun, Ping Li, Yeqi Bai
343 Unsupervised Concept Drift Detection with a Discriminative Classifier 0 Alican Büyükçakir, Fazli Can, Hamed R. Bonab, Ömer Gözüaçik
344 Enriching Pre-trained Language Model with Entity Information for Relation Classification 0 Shanchan Wu, Yifan He
345 Generating Paraphrase with Topic as Prior Knowledge 0 Fenglin Liu, Qinyun Dai, Weiping Wang, Yuanxin Liu, Zheng Lin
346 Sexual Harassment Story Classification and Key Information Identification 0 Luo Si, Qiong Zhang, Quanzhi Li, Xiaozhong Liu, Yingchi Liu
347 Modeling Sentiment Evolution for Social Incidents 0 Chen Lin, Hui Li, Yunjie Wang
348 Adaptive Feature Redundancy Minimization 0 Hanghang Tong, Rui Zhang, Yifan Hu
349 Finding a Maximum Clique in Dense Graphs via χ2 Statistics 0 Juho Lauri, Sourav Dutta
350 Adversarial Training of Gradient-Boosted Decision Trees 0 Claudio Lucchese, Gabriele Tolomei, Stefano Calzavara
351 Adversarial Structured Neural Network Pruning 0 Fan Zhang, Jinfeng Yi, Sanguthevar Rajasekaran, Xingyu Cai
352 Ontology-Mediated Queries over Probabilistic Data via Probabilistic Logic Programming 0 Anton Dries, Jean Christoph Jung, Timothy van Bremen
353 Set Reconciliation with Cuckoo Filters 0 Deke Guo, Lailong Luo, Ori Rottenstreich, Richard T. B. Ma, Xueshan Luo
354 Shared-Nothing Distributed Enumeration of 2-Plexes 0 Alessio Conte, Donatella Firmani, Maurizio Patrignani, Riccardo Torlone
355 System Deterioration Detection and Root Cause Learning on Time Series Graphs 0 Hao Huang, Shinjae Yoo, Yunwen Xu
356 A Dynamic Default Prediction Framework for Networked-guarantee Loans 0 Dawei Cheng, Fangzhou Yang, Liqing Zhang, Yi Tu, Yiyi Zhang, Zhibin Niu
357 Learning Adaptive Display Exposure for Real-Time Advertising 0 Chuan Yu, Chunjie Chen, Han Li, Jian Xu, Jianye Hao, Jun Wang, Junqi Jin, Kun Gai, Weinan Zhang, Weixun Wang, Xiaotian Hao, Yixi Wang
358 Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing 0 Dong Wang, Jian Ma, Jinjie Gu, Jun Zhou, Qianyu Yu, Shuang Yang, Wenliang Zhong, Yuan Qi, Yue Shen, Zhiqiang Zhang, Ziqi Liu
359 Deep Dynamic Fusion Network for Traffic Accident Forecasting 0 Chao Huang, Chuxu Zhang, Liefeng Bo, Peng Dai
360 CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach 0 Junbo Zhang, Tianrui Li, Ting Li, Xiuwen Yi, Yu Zheng, Zhewen Duan
361 Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction 0 Junbo Zhang, Weifeng Wang, Yong Yu, Yu Zheng, Zhaoyuan Wang, Zheyi Pan
362 Spam Review Detection with Graph Convolutional Networks 0 Ao Li, Dong Li, Runshi Liu, Yiqun Yang, Zhou Qin
363 Deep Learning for Blast Furnaces: Skip-Dense Layers Deep Learning Model to Predict the Remaining Time to Close Tap-holes for Blast Furnaces 0 Byeongrak Seo, Keeyoung Kim, SangHoon Rhee, Seungmoon Lee, Simon S. Woo
364 Fine-Grained Fuel Consumption Prediction 0 Acan Gui, Chenguang Fang, Shaoxu Song, Zhiwei Chen
365 Learning to Predict Human Stress Level with Incomplete Sensor Data from Wearable Devices 0 Andrea L. Bertozzi, Deanna Needell, JyunYu Jiang, Sean D. Young, Wei Wang, Zehan Chao
366 Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning 0 Denghui Zhang, Hengshu Zhu, Hui Xiong, Junming Liu, Lichen Wang, Pengyang Wang, Yanchi Liu
367 Adversarial Factorization Autoencoder for Look-alike Modeling 0 Chandan K. Reddy, Khoa D. Doan, Pranjul Yadav
368 Experimental Study of Multivariate Time Series Forecasting Models 0 Chenxi Zhang, Jia Zeng, Jiaming Yin, Jiangfeng Li, Kai Zhao, Mingxuan Yuan, Qinpei Zhao, Weixiong Rao
369 PODIUM: Probabilistic Datalog Analysis via Contribution Maximization 0 Brit Youngmann, Tova Milo, Yuval Moskovitch
370 Document in Context of its Time (DICT): Providing Temporal Context to Support Analysis of Past Documents 0 Adam Jatowt, Antoine Doucet, Ricardo Campos, Sourav S. Bhowmick
371 TraVis: An Interactive Visualization System for Mining Inbound Traveler Activities by Leveraging Mobile Ad Request Data 0 CheChia Chang, ChiaHu Chang, Hsuan Chiu, PeiXun Wang, TzuHao Huang, WenQian Chen, YuHsuan Huang, Yuchun Lai
372 Understanding Data in the Blink of an Eye 0 Antonio Maccioni, Francesco Guerra, Matteo Interlandi, Matteo Paganelli, Paolo Sottovia
373 MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science 0 Abolfazl Asudeh, Bill Howe, Chenkai Sun, H. V. Jagadish, Julia Stoyanovich
374 PRIVATA: Differentially Private Data Market Framework using Negotiation-based Pricing Mechanism 0 Junkyu Lee, Kangsoo Jung, Kunyoung Park, Seog Park
375 MiCRon: Making Sense of News via Relationship Subgraphs 0 Evgeny Kharlamov, Gong Cheng, Shuxin Li, Yuzhong Qu, Zixian Huang
376 SkyRec: Finding Pareto Optimal Groups 0 Haoyu Zhang, Jian Pei, Jinfei Liu, Jun Luo, Li Xiong, Si Zhang
377 On a Chatbot Conducting Virtual Dialogues 0 Boris Galitsky, Dmitry I. Ilvovsky
378 kBrowse: kNN Graph Browser 0 Anthony K. H. Tung, Ramon Bespinyowong
379 I-REX: A Lucene Plugin for EXplainable IR 0 Bihan Sen, Debasis Ganguly, Dwaipayan Roy, Mandar Mitra, Sourav Saha
380 Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment 0 Alex Bozarth, Brendan Dwyer, Daniel Jalova, Fei Hu, Frederick R. Reiss, Gabriela de Queiroz, Hong Xu, Karthik Muthuraman, Nick Pentreath, Patrick Titzler, Saishruthi Swaminathan, Simon Plovyt, Vijay Bommireddipalli, Xin Wu
381 dEFEND: A System for Explainable Fake News Detection 0 Dongwon Lee, Huan Liu, Kai Shu, Limeng Cui, Suhang Wang
382 Enterprise Knowledge Graph From Specific Business Task to Enterprise Knowledge Management 0 Rong Duan, Yanghua Xiao
383 Learning-Based Methods with Human-in-the-Loop for Entity Resolution 0 Kun Qian, Lucian Popa, Prithviraj Sen, Sairam Gurajada
384 Realtime Object Detection via Deep Learning-based Pipelines 0 James G. Shanahan, Liang Dai
385 Recent Developments of Deep Heterogeneous Information Network Analysis 0 Chuan Shi, Philip S. Yu
386 Knowledge-Driven Analytics and Systems Impacting Human Quality of Life 0 Antonio Jara, Arijit Ukil, John R. Farserotu, Leandro Marín