RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems |
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo |
|
|
|
code |
446 |
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations |
Balázs Hidasi, Alexandros Karatzoglou |
|
|
|
code |
339 |
REGAL: Representation Learning-based Graph Alignment |
Mark Heimann, Haoming Shen, Tara Safavi, Danai Koutra |
|
|
|
code |
132 |
Towards Conversational Search and Recommendation: System Ask, User Respond |
Yongfeng Zhang, Xu Chen, Qingyao Ai, Liu Yang, W. Bruce Croft |
|
|
|
code |
131 |
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation |
Guangneng Hu, Yu Zhang, Qiang Yang |
|
|
|
code |
130 |
Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems |
Rishabh Mehrotra, James McInerney, Hugues Bouchard, Mounia Lalmas, Fernando Diaz |
|
|
|
code |
124 |
Heterogeneous Graph Neural Networks for Malicious Account Detection |
Ziqi Liu, Chaochao Chen, Xinxing Yang, Jun Zhou, Xiaolong Li, Le Song |
|
|
|
code |
118 |
CFGAN: A Generic Collaborative Filtering Framework based on Generative Adversarial Networks |
DongKyu Chae, JinSoo Kang, SangWook Kim, JungTae Lee |
|
|
|
code |
100 |
Rumor Detection with Hierarchical Social Attention Network |
Han Guo, Juan Cao, Yazi Zhang, Junbo Guo, Jintao Li |
|
|
|
code |
96 |
KAME: Knowledge-based Attention Model for Diagnosis Prediction in Healthcare |
Fenglong Ma, Quanzeng You, Houping Xiao, Radha Chitta, Jing Zhou, Jing Gao |
|
|
|
code |
95 |
Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection |
Fanghua Ye, Chuan Chen, Zibin Zheng |
|
|
|
code |
91 |
ANR: Aspect-based Neural Recommender |
Jin Yao Chin, Kaiqi Zhao, Shafiq R. Joty, Gao Cong |
|
|
|
code |
67 |
Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence |
Chen Ma, Yingxue Zhang, Qinglong Wang, Xue Liu |
|
|
|
code |
65 |
DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction |
Chao Huang, Junbo Zhang, Yu Zheng, Nitesh V. Chawla |
|
|
|
code |
59 |
Fairness-Aware Tensor-Based Recommendation |
Ziwei Zhu, Xia Hu, James Caverlee |
|
|
|
code |
58 |
Adaptive Implicit Friends Identification over Heterogeneous Network for Social Recommendation |
Junliang Yu, Min Gao, Jundong Li, Hongzhi Yin, Huan Liu |
|
|
|
code |
57 |
Semi-supervised Learning on Graphs with Generative Adversarial Nets |
Ming Ding, Jie Tang, Jie Zhang |
|
|
|
code |
54 |
Weakly-Supervised Neural Text Classification |
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han |
|
|
|
code |
54 |
Are Meta-Paths Necessary?: Revisiting Heterogeneous Graph Embeddings |
Rana Hussein, Dingqi Yang, Philippe CudréMauroux |
|
|
|
code |
53 |
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising |
Junqi Jin, Chengru Song, Han Li, Kun Gai, Jun Wang, Weinan Zhang |
|
|
|
code |
53 |
Incorporating Corporation Relationship via Graph Convolutional Neural Networks for Stock Price Prediction |
Yingmei Chen, Zhongyu Wei, Xuanjing Huang |
|
|
|
code |
53 |
Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty |
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian J. McAuley |
|
|
|
code |
49 |
Differentiable Unbiased Online Learning to Rank |
Harrie Oosterhuis, Maarten de Rijke |
|
|
|
code |
46 |
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted Indexing |
Hamed Zamani, Mostafa Dehghani, W. Bruce Croft, Erik G. LearnedMiller, Jaap Kamps |
|
|
|
code |
45 |
The LambdaLoss Framework for Ranking Metric Optimization |
Xuanhui Wang, Cheng Li, Nadav Golbandi, Michael Bendersky, Marc Najork |
|
|
|
code |
44 |
Budget Constrained Bidding by Model-free Reinforcement Learning in Display Advertising |
Di Wu, Xiujun Chen, Xun Yang, Hao Wang, Qing Tan, Xiaoxun Zhang, Jian Xu, Kun Gai |
|
|
|
code |
43 |
AceKG: A Large-scale Knowledge Graph for Academic Data Mining |
Ruijie Wang, Yuchen Yan, Jialu Wang, Yuting Jia, Ye Zhang, Weinan Zhang, Xinbing Wang |
|
|
|
code |
43 |
MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks |
Jing Zhang, Bo Chen, Xianming Wang, Hong Chen, Cuiping Li, Fengmei Jin, Guojie Song, Yutao Zhang |
|
|
|
code |
38 |
Correlated Time Series Forecasting using Multi-Task Deep Neural Networks |
RazvanGabriel Cirstea, DariusValer Micu, GabrielMarcel Muresan, Chenjuan Guo, Bin Yang |
|
|
|
code |
38 |
On Prediction of User Destination by Sub-Trajectory Understanding: A Deep Learning based Approach |
Jing Zhao, Jiajie Xu, Rui Zhou, Pengpeng Zhao, Chengfei Liu, Feng Zhu |
|
|
|
code |
38 |
"Let Me Tell You About Your Mental Health!": Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention |
Manas Gaur, Ugur Kursuncu, Amanuel Alambo, Amit P. Sheth, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Jyotishman Pathak |
|
|
|
code |
37 |
Neural Collaborative Ranking |
Bo Song, Xin Yang, Yi Cao, Congfu Xu |
|
|
|
code |
35 |
A Combined Representation Learning Approach for Better Job and Skill Recommendation |
Vachik S. Dave, Baichuan Zhang, Mohammad Al Hasan, Khalifeh AlJadda, Mohammed Korayem |
|
|
|
code |
34 |
A Sequential Neural Information Diffusion Model with Structure Attention |
Zhitao Wang, Chengyao Chen, Wenjie Li |
|
|
|
code |
32 |
RIN: Reformulation Inference Network for Context-Aware Query Suggestion |
JyunYu Jiang, Wei Wang |
|
|
|
code |
31 |
Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories |
Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen |
|
|
|
code |
31 |
Regularizing Matrix Factorization with User and Item Embeddings for Recommendation |
Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee |
|
|
|
code |
30 |
Mining (maximal) Span-cores from Temporal Networks |
Edoardo Galimberti, Alain Barrat, Francesco Bonchi, Ciro Cattuto, Francesco Gullo |
|
|
|
code |
30 |
Practical Diversified Recommendations on YouTube with Determinantal Point Processes |
Mark Wilhelm, Ajith Ramanathan, Alexander Bonomo, Sagar Jain, Ed H. Chi, Jennifer Gillenwater |
|
|
|
code |
29 |
Distribution Distance Minimization for Unsupervised User Identity Linkage |
Chaozhuo Li, Senzhang Wang, Philip S. Yu, Lei Zheng, Xiaoming Zhang, Zhoujun Li, Yanbo Liang |
|
|
|
code |
29 |
Towards Deep and Representation Learning for Talent Search at LinkedIn |
Rohan Ramanath, Hakan Inan, Gungor Polatkan, Bo Hu, Qi Guo, Cagri Ozcaglar, Xianren Wu, Krishnaram Kenthapadi, Sahin Cem Geyik |
|
|
|
code |
28 |
Attention-based Adaptive Model to Unify Warm and Cold Starts Recommendation |
Shaoyun Shi, Min Zhang, Yiqun Liu, Shaoping Ma |
|
|
|
code |
27 |
An Attentive Interaction Network for Context-aware Recommendations |
Lei Mei, Pengjie Ren, Zhumin Chen, Liqiang Nie, Jun Ma, JianYun Nie |
|
|
|
code |
27 |
HeteroMed: Heterogeneous Information Network for Medical Diagnosis |
Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh |
|
|
|
code |
27 |
"Deep" Learning for Missing Value Imputationin Tables with Non-Numerical Data |
Felix Bießmann, David Salinas, Sebastian Schelter, Philipp Schmidt, Dustin Lange |
|
|
|
code |
27 |
An Adversarial Approach to Improve Long-Tail Performance in Neural Collaborative Filtering |
Adit Krishnan, Ashish Sharma, Aravind Sankar, Hari Sundaram |
|
|
|
code |
26 |
Explicit State Tracking with Semi-Supervisionfor Neural Dialogue Generation |
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin |
|
|
|
code |
26 |
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention |
Songwei Ge, Zhicheng Dou, Zhengbao Jiang, JianYun Nie, JiRong Wen |
|
|
|
code |
25 |
Multiple Pairwise Ranking with Implicit Feedback |
Runlong Yu, Yunzhou Zhang, Yuyang Ye, Le Wu, Chao Wang, Qi Liu, Enhong Chen |
|
|
|
code |
25 |
Recommendation Through Mixtures of Heterogeneous Item Relationships |
WangCheng Kang, Mengting Wan, Julian J. McAuley |
|
|
|
code |
25 |
Network-wide Crowd Flow Prediction of Sydney Trains via Customized Online Non-negative Matrix Factorization |
Yongshun Gong, Zhibin Li, Jian Zhang, Wei Liu, Yu Zheng, Christina Kirsch |
|
|
|
code |
25 |
Understanding Reading Attention Distribution during Relevance Judgement |
Xiangsheng Li, Yiqun Liu, Jiaxin Mao, Zexue He, Min Zhang, Shaoping Ma |
|
|
|
code |
25 |
RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data |
Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Louis Faust, Nitesh V. Chawla |
|
|
|
code |
25 |
DeepAuth: A Framework for Continuous User Re-authentication in Mobile Apps |
Sara Amini, Vahid Noroozi, Amit Pande, Satyajit Gupte, Philip S. Yu, Chris Kanich |
|
|
|
code |
23 |
Exploiting Structural and Temporal Evolution in Dynamic Link Prediction |
Huiyuan Chen, Jing Li |
|
|
|
code |
23 |
Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings |
Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook |
|
|
|
code |
21 |
Using Word Embeddings for Information Retrieval: How Collection and Term Normalization Choices Affect Performance |
Dwaipayan Roy, Debasis Ganguly, Sumit Bhatia, Srikanta Bedathur, Mandar Mitra |
|
|
|
code |
21 |
Multiresolution Graph Attention Networks for Relevance Matching |
Ting Zhang, Bang Liu, Di Niu, Kunfeng Lai, Yu Xu |
|
|
|
code |
21 |
Modeling Users' Exposure with Social Knowledge Influence and Consumption Influence for Recommendation |
Jiawei Chen, Yan Feng, Martin Ester, Sheng Zhou, Chun Chen, Can Wang |
|
|
|
code |
21 |
Recommender Systems with Characterized Social Regularization |
TzuHeng Lin, Chen Gao, Yong Li |
|
|
|
code |
21 |
Hierarchical Complementary Attention Network for Predicting Stock Price Movements with News |
Qikai Liu, Xiang Cheng, Sen Su, Shuguang Zhu |
|
|
|
code |
21 |
TEQUILA: Temporal Question Answering over Knowledge Bases |
Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Strötgen, Gerhard Weikum |
|
|
|
code |
21 |
vec2Link: Unifying Heterogeneous Data for Social Link Prediction |
Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong |
|
|
|
code |
21 |
Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network |
Binbin Hu, Chuan Shi, Wayne Xin Zhao, Tianchi Yang |
|
|
|
code |
20 |
Signed Network Modeling Based on Structural Balance Theory |
Tyler Derr, Charu C. Aggarwal, Jiliang Tang |
|
|
|
code |
20 |
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension |
Kyosuke Nishida, Itsumi Saito, Atsushi Otsuka, Hisako Asano, Junji Tomita |
|
|
|
code |
19 |
Privacy-Preserving Triangle Counting in Large Graphs |
Xiaofeng Ding, Xiaodong Zhang, Zhifeng Bao, Hai Jin |
|
|
|
code |
19 |
PRRE: Personalized Relation Ranking Embedding for Attributed Networks |
Sheng Zhou, Hongxia Yang, Xin Wang, Jiajun Bu, Martin Ester, Pinggang Yu, Jianwei Zhang, Can Wang |
|
|
|
code |
18 |
"Bridge": Enhanced Signed Directed Network Embedding |
Yiqi Chen, Tieyun Qian, Huan Liu, Ke Sun |
|
|
|
code |
18 |
COPA: Constrained PARAFAC2 for Sparse & Large Datasets |
Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun |
|
|
|
code |
18 |
Heterogeneous Neural Attentive Factorization Machine for Rating Prediction |
Liang Chen, Yang Liu, Zibin Zheng, Philip S. Yu |
|
|
|
code |
18 |
Dataless Text Classification: A Topic Modeling Approach with Document Manifold |
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Chenliang Li |
|
|
|
code |
18 |
A Network-embedding Based Method for Author Disambiguation |
Jun Xu, Siqi Shen, Dongsheng Li, Yongquan Fu |
|
|
|
code |
17 |
Neural Relational Topic Models for Scientific Article Analysis |
Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu |
|
|
|
code |
17 |
Short Text Entity Linking with Fine-grained Topics |
Lihan Chen, Jiaqing Liang, Chenhao Xie, Yanghua Xiao |
|
|
|
code |
17 |
PARL: Let Strangers Speak Out What You Like |
Libing Wu, Cong Quan, Chenliang Li, Donghong Ji |
|
|
|
code |
17 |
K-core Minimization: An Edge Manipulation Approach |
Weijie Zhu, Chen Chen, Xiaoyang Wang, Xuemin Lin |
|
|
|
code |
17 |
Web-based Startup Success Prediction |
Boris Sharchilev, Michael Roizner, Andrey Yu. Rumyantsev, Denis Ozornin, Pavel Serdyukov, Maarten de Rijke |
|
|
|
code |
17 |
Weave&Rec: A Word Embedding based 3-D Convolutional Network for News Recommendation |
Dhruv Khattar, Vaibhav Kumar, Vasudeva Varma, Manish Gupta |
|
|
|
code |
16 |
Multi-Source Pointer Network for Product Title Summarization |
Fei Sun, Peng Jiang, Hanxiao Sun, Changhua Pei, Wenwu Ou, Xiaobo Wang |
|
|
|
code |
16 |
Towards a Quantum-Inspired Framework for Binary Classification |
Prayag Tiwari, Massimo Melucci |
|
|
|
code |
16 |
Hybrid Deep Sequential Modeling for Social Text-Driven Stock Prediction |
Huizhe Wu, Wei Zhang, Weiwei Shen, Jun Wang |
|
|
|
code |
15 |
Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects |
Vineeth Rakesh, Ruocheng Guo, Raha Moraffah, Nitin Agarwal, Huan Liu |
|
|
|
code |
15 |
METIC: Multi-Instance Entity Typing from Corpus |
Bo Xu, Zheng Luo, Luyang Huang, Bin Liang, Yanghua Xiao, Deqing Yang, Wei Wang |
|
|
|
code |
15 |
searchrefiner: A Query Visualisation and Understanding Tool for Systematic Reviews |
Harrisen Scells, Guido Zuccon |
|
|
|
code |
14 |
A Quantum Many-body Wave Function Inspired Language Modeling Approach |
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song |
|
|
|
code |
14 |
Multi-model Databases and Tightly Integrated Polystores: Current Practices, Comparisons, and Open Challenges |
Jiaheng Lu, Irena Holubová, Bogdan Cautis |
|
|
|
code |
14 |
Empirical Evidence for Search Effectiveness Models |
Alfan Farizki Wicaksono, Alistair Moffat |
|
|
|
code |
13 |
Nowcasting the Stance of Social Media Users in a Sudden Vote: The Case of the Greek Referendum |
Adam Tsakalidis, Nikolaos Aletras, Alexandra I. Cristea, Maria Liakata |
|
|
|
code |
13 |
On Building Fair and Reusable Test Collections using Bandit Techniques |
Ellen M. Voorhees |
|
|
|
code |
13 |
Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization |
Min Yang, Qiang Qu, Jia Zhu, Ying Shen, Zhou Zhao |
|
|
|
code |
13 |
Semi-Supervised Multi-Label Feature Selection by Preserving Feature-Label Space Consistency |
Yuanyuan Xu, Jun Wang, Shuai An, Jinmao Wei, Jianhua Ruan |
|
|
|
code |
13 |
Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading |
Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Peter Foltz, Renuka Sindhgatta, Bikram Sengupta |
|
|
|
code |
13 |
A Recurrent Neural Network for Sentiment Quantification |
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani |
|
|
|
code |
13 |
Recurrent Spatio-Temporal Point Process for Check-in Time Prediction |
Guolei Yang, Ying Cai, Chandan K. Reddy |
|
|
|
code |
13 |
Modeling Sequential Online Interactive Behaviors with Temporal Point Process |
Renqin Cai, Xueying Bai, Zhenrui Wang, Yuling Shi, Parikshit Sondhi, Hongning Wang |
|
|
|
code |
12 |
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising |
Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang |
|
|
|
code |
12 |
Recommending Serendipitous Items using Transfer Learning |
Gaurav Pandey, Denis Kotkov, Alexander Semenov |
|
|
|
code |
12 |
Contrasting Search as a Learning Activity with Instructor-designed Learning |
Felipe Moraes, Sindunuraga Rikarno Putra, Claudia Hauff |
|
|
|
code |
12 |
A Hybrid Approach for Automatic Model Recommendation |
Roman Vainshtein, Asnat GreensteinMessica, Gilad Katz, Bracha Shapira, Lior Rokach |
|
|
|
code |
12 |
Re-evaluating Embedding-Based Knowledge Graph Completion Methods |
Farahnaz Akrami, Lingbing Guo, Wei Hu, Chengkai Li |
|
|
|
code |
12 |
Image Matters: Visually Modeling User Behaviors Using Advanced Model Server |
Tiezheng Ge, Liqin Zhao, Guorui Zhou, Keyu Chen, Shuying Liu, Huiming Yi, Zelin Hu, Bochao Liu, Peng Sun, Haoyu Liu, Pengtao Yi, Sui Huang, Zhiqiang Zhang, Xiaoqiang Zhu, Yu Zhang, Kun Gai |
|
|
|
code |
12 |
Exploring a High-quality Outlying Feature Value Set for Noise-Resilient Outlier Detection in Categorical Data |
Hongzuo Xu, Yongjun Wang, Li Cheng, Yijie Wang, Xingkong Ma |
|
|
|
code |
12 |
Knowledge Graph Completion by Context-Aware Convolutional Learning with Multi-Hop Neighborhoods |
Byungkook Oh, Seungmin Seo, KyongHo Lee |
|
|
|
code |
12 |
Predictive Analysis by Leveraging Temporal User Behavior and User Embeddings |
Charles Chen, Sungchul Kim, Hung Bui, Ryan A. Rossi, Eunyee Koh, Branislav Kveton, Razvan C. Bunescu |
|
|
|
code |
11 |
Ready for Use: Subject-Independent Movement Intention Recognition via a Convolutional Attention Model |
Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang |
|
|
|
code |
11 |
Adversarial Training Model Unifying Feature Driven and Point Process Perspectives for Event Popularity Prediction |
Qitian Wu, Chaoqi Yang, Hengrui Zhang, Xiaofeng Gao, Paul Weng, Guihai Chen |
|
|
|
code |
11 |
Mining Frequent Patterns in Evolving Graphs |
Çigdem Aslay, Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Aristides Gionis |
|
|
|
code |
11 |
Collaborative Multi-objective Ranking |
Jun Hu, Ping Li |
|
|
|
code |
10 |
Estimating Clickthrough Bias in the Cascade Model |
Praveen Chandar, Ben Carterette |
|
|
|
code |
10 |
DiVE: Diversifying View Recommendation for Visual Data Exploration |
Rischan Mafrur, Mohamed A. Sharaf, Hina A. Khan |
|
|
|
code |
10 |
Shared Embedding Based Neural Networks for Knowledge Graph Completion |
Saiping Guan, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng |
|
|
|
code |
10 |
The Impact of Name-Matching and Blocking on Author Disambiguation |
Tobias Backes |
|
|
|
code |
10 |
Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information |
Madhav Nimishakavi, Bamdev Mishra, Manish Gupta, Partha Pratim Talukdar |
|
|
|
code |
10 |
Toward Automated Multiparty Privacy Conflict Detection |
Haoti Zhong, Anna Cinzia Squicciarini, David J. Miller |
|
|
|
code |
10 |
Effective User Interaction for High-Recall Retrieval: Less is More |
Haotian Zhang, Mustafa Abualsaud, Nimesh Ghelani, Mark D. Smucker, Gordon V. Cormack, Maura R. Grossman |
|
|
|
code |
9 |
Calibration: A Simple Way to Improve Click Models |
Alexey Borisov, Julia Kiseleva, Ilya Markov, Maarten de Rijke |
|
|
|
code |
9 |
MIaS: Math-Aware Retrieval in Digital Mathematical Libraries |
Petr Sojka, Michal Ruzicka, Vít Novotný |
|
|
|
code |
9 |
GraphRep: Boosting Text Mining, NLP and Information Retrieval with Graphs |
Michalis Vazirgiannis, Fragkiskos D. Malliaros, Giannis Nikolentzos |
|
|
|
code |
9 |
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning |
Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Cong Zhao |
|
|
|
code |
9 |
Semantically-Enhanced Topic Modeling |
Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves |
|
|
|
code |
9 |
Open-Schema Event Profiling for Massive News Corpora |
Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, ChinYew Lin, Jiawei Han |
|
|
|
code |
9 |
Adversarial Learning of Answer-Related Representation for Visual Question Answering |
Yun Liu, Xiaoming Zhang, Feiran Huang, Zhoujun Li |
|
|
|
code |
9 |
W2E: A Worldwide-Event Benchmark Dataset for Topic Detection and Tracking |
TuanAnh Hoang, Khoi Duy Vo, Wolfgang Nejdl |
|
|
|
code |
9 |
Distributed Ledger Technology for Document and Workflow Management in Trade and Logistics |
Ziyuan Wang, Dain Yap Liffman, Dileban Karunamoorthy, Ermyas Abebe |
|
|
|
code |
9 |
PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn |
Krishnaram Kenthapadi, Thanh T. L. Tran |
|
|
|
code |
9 |
Relevance Estimation with Multiple Information Sources on Search Engine Result Pages |
Junqi Zhang, Yiqun Liu, Shaoping Ma, Qi Tian |
|
|
|
code |
8 |
Collaborative Alert Ranking for Anomaly Detection |
Ying Lin, Zhengzhang Chen, Cheng Cao, LuAn Tang, Kai Zhang, Wei Cheng, Zhichun Li |
|
|
|
code |
8 |
In Situ and Context-Aware Target Apps Selection for Unified Mobile Search |
Mohammad Aliannejadi, Hamed Zamani, Fabio Crestani, W. Bruce Croft |
|
|
|
code |
8 |
Abnormal Event Detection via Heterogeneous Information Network Embedding |
Shaohua Fan, Chuan Shi, Xiao Wang |
|
|
|
code |
8 |
Continuation Methods and Curriculum Learning for Learning to Rank |
Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego |
|
|
|
code |
8 |
Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks |
Cheng Cao, Zhengzhang Chen, James Caverlee, LuAn Tang, Chen Luo, Zhichun Li |
|
|
|
code |
8 |
FactCheck: Validating RDF Triples Using Textual Evidence |
Zafar Habeeb Syed, Michael Röder, AxelCyrille Ngonga Ngomo |
|
|
|
code |
8 |
Implementation Notes for the Soft Cosine Measure |
Vít Novotný |
|
|
|
code |
8 |
Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering |
Jiaming Shen, Maryam Karimzadehgan, Michael Bendersky, Zhen Qin, Donald Metzler |
|
|
|
code |
7 |
Efficient and Effective Query Expansion for Web Search |
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Roberto Trani, Rossano Venturini |
|
|
|
code |
7 |
Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning |
Qiaolin Xia, Peng Jiang, Fei Sun, Yi Zhang, Xiaobo Wang, Zhifang Sui |
|
|
|
code |
7 |
Variational Recurrent Model for Session-based Recommendation |
Zhitao Wang, Chengyao Chen, Ke Zhang, Yu Lei, Wenjie Li |
|
|
|
code |
7 |
Secure Top-k Inner Product Retrieval |
Zhilin Zhang, Ke Wang, Chen Lin, Weipeng Lin |
|
|
|
code |
7 |
Imbalanced Sentiment Classification with Multi-Task Learning |
Fangzhao Wu, Chuhan Wu, Junxin Liu |
|
|
|
code |
7 |
Word-Driven and Context-Aware Review Modeling for Recommendation |
Qianqian Wang, Si Li, Guang Chen |
|
|
|
code |
7 |
Investigating Rumor News Using Agreement-Aware Search |
Jingbo Shang, Jiaming Shen, Tianhang Sun, Xingbang Liu, Anja Gruenheid, Flip Korn, Ádám D. Lelkes, Cong Yu, Jiawei Han |
|
|
|
code |
7 |
A Novel Online Stacked Ensemble for Multi-Label Stream Classification |
Alican Büyükçakir, Hamed R. Bonab, Fazli Can |
|
|
|
code |
7 |
Causal Dependencies for Future Interest Prediction on Twitter |
Negar Arabzadeh, Hossein Fani, Fattane Zarrinkalam, Ahmed Navivala, Ebrahim Bagheri |
|
|
|
code |
7 |
User Identification with Spatio-Temporal Awareness across Social Networks |
Xing Gao, Wenli Ji, Yongjun Li, Yao Deng, Wei Dong |
|
|
|
code |
7 |
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map |
Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiaozhong Liu |
|
|
|
code |
7 |
BBoxDB - A Scalable Data Store for Multi-Dimensional Big Data |
Jan Kristof Nidzwetzki, Ralf Hartmut Güting |
|
|
|
code |
7 |
MM: A new Framework for Multidimensional Evaluation of Search Engines |
João R. M. Palotti, Guido Zuccon, Allan Hanbury |
|
|
|
code |
6 |
Modeling Multi-way Relations with Hypergraph Embedding |
ChiaAn Yu, ChingLun Tai, TakShing Chan, YiHsuan Yang |
|
|
|
code |
6 |
Insights from the Long-Tail: Learning Latent Representations of Online User Behavior in the Presence of Skew and Sparsity |
Adit Krishnan, Ashish Sharma, Hari Sundaram |
|
|
|
code |
6 |
Learning under Feature Drifts in Textual Streams |
Damianos P. Melidis, Myra Spiliopoulou, Eirini Ntoutsi |
|
|
|
code |
6 |
A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification |
Xuan Wu, Lingxiao Zhao, Leman Akoglu |
|
|
|
code |
6 |
Trustworthy Experimentation Under Telemetry Loss |
Jayant Gupchup, Yasaman Hosseinkashi, Pavel A. Dmitriev, Daniel Schneider, Ross Cutler, Andrei Jefremov, Martin Ellis |
|
|
|
code |
6 |
Generating Keyword Queries for Natural Language Queries to Alleviate Lexical Chasm Problem |
Xiaoyu Liu, Shunda Pan, Qi Zhang, YuGang Jiang, Xuanjing Huang |
|
|
|
code |
6 |
Embedding Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information |
Muhan Guo, Rui Zhang, Feiping Nie, Xuelong Li |
|
|
|
code |
5 |
Deep Graph Embedding for Ranking Optimization in E-commerce |
Chen Chu, Zhao Li, Beibei Xin, Fengchao Peng, Chuanren Liu, Remo Rohs, Qiong Luo, Jingren Zhou |
|
|
|
code |
5 |
Joint Dictionary Learning and Semantic Constrained Latent Subspace Projection for Cross-Modal Retrieval |
Jianlong Wu, Zhouchen Lin, Hongbin Zha |
|
|
|
code |
5 |
Predicting Personal Life Events from Streaming Social Content |
Maryam Khodabakhsh, Hossein Fani, Fattane Zarrinkalam, Ebrahim Bagheri |
|
|
|
code |
5 |
Unbiased Learning to Rank: Theory and Practice |
Qingyao Ai, Jiaxin Mao, Yiqun Liu, W. Bruce Croft |
|
|
|
code |
5 |
TGNet: Learning to Rank Nodes in Temporal Graphs |
Qi Song, Bo Zong, Yinghui Wu, LuAn Tang, Hui Zhang, Guofei Jiang, Haifeng Chen |
|
|
|
code |
5 |
Bug Localization by Learning to Rank and Represent Bug Inducing Changes |
Pablo Loyola, Kugamoorthy Gajananan, Fumiko Satoh |
|
|
|
code |
5 |
Studying Topical Relevance with Evidence-based Crowdsourcing |
Oana Inel, Giannis Haralabopoulos, Dan Li, Christophe Van Gysel, Zoltán Szlávik, Elena Simperl, Evangelos Kanoulas, Lora Aroyo |
|
|
|
code |
5 |
Enhanced Network Embeddings via Exploiting Edge Labels |
Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena |
|
|
|
code |
5 |
Semi-Supervised Collaborative Learning for Social Spammer and Spam Message Detection in Microblogging |
Fangzhao Wu, Chuhan Wu, Junxin Liu |
|
|
|
code |
5 |
X-Rank: Explainable Ranking in Complex Multi-Layered Networks |
Jian Kang, Scott Freitas, Haichao Yu, Yinglong Xia, Nan Cao, Hanghang Tong |
|
|
|
code |
5 |
CurEx: A System for Extracting, Curating, and Exploring Domain-Specific Knowledge Graphs from Text |
Michael Loster, Felix Naumann, Jan Ehmueller, Benjamin Feldmann |
|
|
|
code |
5 |
Learning User Preferences and Understanding Calendar Contexts for Event Scheduling |
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, Jaewoo Kang |
|
|
|
code |
5 |
Detecting Outliers in Data with Correlated Measures |
YuHsuan Kuo, Zhenhui Li, Daniel Kifer |
|
|
|
code |
5 |
CRPP: Competing Recurrent Point Process for Modeling Visibility Dynamics in Information Diffusion |
Avirup Saha, Bidisha Samanta, Niloy Ganguly, Abir De |
|
|
|
code |
5 |
Presentation Ordering Effects On Assessor Agreement |
Tadele Tedla Damessie, J. Shane Culpepper, Jaewon Kim, Falk Scholer |
|
|
|
code |
5 |
Towards Practical Open Knowledge Base Canonicalization |
TienHsuan Wu, Zhiyong Wu, Ben Kao, Pengcheng Yin |
|
|
|
code |
5 |
Challenges of Multileaved Comparison in Practice: Lessons from NTCIR-13 OpenLiveQ Task |
Makoto P. Kato, Tomohiro Manabe, Sumio Fujita, Akiomi Nishida, Takehiro Yamamoto |
|
|
|
code |
5 |
IM Balanced: Influence Maximization Under Balance Constraints |
Shay Gershtein, Tova Milo, Brit Youngmann, Gal Zeevi |
|
|
|
code |
5 |
tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data |
Evangelos E. Papalexakis, Konstantinos Pelechrinis |
|
|
|
code |
5 |
Query Tracking for E-commerce Conversational Search: A Machine Comprehension Perspective |
Yunlun Yang, Yu Gong, Xi Chen |
|
|
|
code |
4 |
Re-ranking Web Search Results for Better Fact-Checking: A Preliminary Study |
Khaled Yasser, Mücahid Kutlu, Tamer Elsayed |
|
|
|
code |
4 |
Exploring People's Attitudes and Behaviors Toward Careful Information Seeking in Web Search |
Takehiro Yamamoto, Yusuke Yamamoto, Sumio Fujita |
|
|
|
code |
4 |
Attentive Neural Architecture for Ad-hoc Structured Document Retrieval |
Saeid Balaneshinkordan, Alexander Kotov, Fedor Nikolaev |
|
|
|
code |
4 |
User Group Analytics: Discovery, Exploration and Visualization |
Behrooz OmidvarTehrani, Sihem AmerYahia |
|
|
|
code |
4 |
StuffIE: Semantic Tagging of Unlabeled Facets Using Fine-Grained Information Extraction |
Radityo Eko Prasojo, Mouna Kacimi, Werner Nutt |
|
|
|
code |
4 |
Long-Term RNN: Predicting Hazard Function for Proactive Maintenance of Water Mains |
Bin Liang, Zhidong Li, Yang Wang, Fang Chen |
|
|
|
code |
4 |
Alexa and Her Shopping Journey |
Yoelle Maarek |
|
|
|
code |
4 |
GYANI: An Indexing Infrastructure for Knowledge-Centric Tasks |
Dhruv Gupta, Klaus Berberich |
|
|
|
code |
4 |
Question Headline Generation for News Articles |
Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Jun Xu, Huanhuan Cao, Xueqi Cheng |
|
|
|
code |
4 |
Stochastic Coupon Probing in Social Networks |
Shaojie Tang |
|
|
|
code |
4 |
Type Prediction Combining Linked Open Data and Social Media |
Yaroslav Nechaev, Francesco Corcoglioniti, Claudio Giuliano |
|
|
|
code |
4 |
Zoom-SVD: Fast and Memory Efficient Method for Extracting Key Patterns in an Arbitrary Time Range |
JunGi Jang, Dongjin Choi, Jinhong Jung, U Kang |
|
|
|
code |
4 |
Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification |
Yong Zhuang, YuChin Juan, GuoXun Yuan, ChihJen Lin |
|
|
|
code |
4 |
Randomized Bit Vector: Privacy-Preserving Encoding Mechanism |
Lin Sun, Lan Zhang, Xiaojun Ye |
|
|
|
code |
4 |
An Encoder-Memory-Decoder Framework for Sub-Event Detection in Social Media |
Guandan Chen, Nan Xu, Wenji Mao |
|
|
|
code |
4 |
Extracting Figures and Captions from Scientific Publications |
Pengyuan Li, Xiangying Jiang, Hagit Shatkay |
|
|
|
code |
4 |
Mix 'n Match: Integrating Text Matching and Product Substitutability within Product Search |
Christophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas |
|
|
|
code |
3 |
A Globalization-Semantic Matching Neural Network for Paraphrase Identification |
Miao Fan, Wutao Lin, Yue Feng, Mingming Sun, Ping Li |
|
|
|
code |
3 |
Incremental Techniques for Large-Scale Dynamic Query Processing |
Iman Elghandour, Ahmet Kara, Dan Olteanu, Stijn Vansummeren |
|
|
|
code |
3 |
The Range Skyline Query |
Theodoros Tzouramanis, Eleftherios Tiakas, Apostolos N. Papadopoulos, Yannis Manolopoulos |
|
|
|
code |
3 |
When Rank Order Isn't Enough: New Statistical-Significance-Aware Correlation Measures |
Mücahid Kutlu, Tamer Elsayed, Maram Hasanain, Matthew Lease |
|
|
|
code |
3 |
Meta-Analysis for Retrieval Experiments Involving Multiple Test Collections |
Ian Soboroff |
|
|
|
code |
3 |
Detecting Parkinson's Disease from Interactions with a Search Engine: Is Expert Knowledge Sufficient? |
Liron I. Allerhand, Brit Youngmann, Elad YomTov, David Arkadir |
|
|
|
code |
3 |
HRAM: A Hybrid Recurrent Attention Machine for News Recommendation |
Dhruv Khattar, Vaibhav Kumar, Vasudeva Varma, Manish Gupta |
|
|
|
code |
3 |
Improve Network Embeddings with Regularization |
Yi Zhang, Jianguo Lu, Ofer Shai |
|
|
|
code |
3 |
Ontop-temporal: A Tool for Ontology-based Query Answering over Temporal Data |
Elem Güzel Kalayci, Guohui Xiao, Vladislav Ryzhikov, Tahir Emre Kalayci, Diego Calvanese |
|
|
|
code |
3 |
YourDigitalSelf: A Personal Digital Trace Integration Tool |
Varvara Kalokyri, Alexander Borgida, Amélie Marian |
|
|
|
code |
3 |
Automatic Conversational Helpdesk Solution using Seq2Seq and Slot-filling Models |
Mayur Patidar, Puneet Agarwal, Lovekesh Vig, Gautam Shroff |
|
|
|
code |
3 |
Newsfeed Filtering and Dissemination for Behavioral Therapy on Social Network Addictions |
HongHan Shuai, YenChieh Lien, DeNian Yang, YiFeng Lan, WangChien Lee, Philip S. Yu |
|
|
|
code |
3 |
Deep Semantic Hashing with Multi-Adversarial Training |
Bingning Wang, Kang Liu, Jun Zhao |
|
|
|
code |
3 |
ASTRO: A Datalog System for Advanced Stream Reasoning |
Ariyam Das, Sahil M. Gandhi, Carlo Zaniolo |
|
|
|
code |
3 |
CAPatternMiner: Mining Ship Collision Avoidance Behavior from AIS Trajectory Data |
PoRuey Lei, LiPin Xiao, Yu Ting Wen, WenChih Peng |
|
|
|
code |
3 |
Towards Effective Extraction and Linking of Software Mentions from User-Generated Support Tickets |
Jianglei Han, Ka Hian Goh, Aixin Sun, Mohammad Akbari |
|
|
|
code |
3 |
FA + TA <FSA: Flexible Score Aggregation |
Paolo Ciaccia, Davide Martinenghi |
|
|
|
code |
3 |
Multi-View Group Anomaly Detection |
Hongtao Wang, Pan Su, Miao Zhao, Hongmei Wang, Gang Li |
|
|
|
code |
3 |
Finding a Dense Subgraph with Sparse Cut |
Atsushi Miyauchi, Naonori Kakimura |
|
|
|
code |
3 |
Probabilistic Causal Analysis of Social Influence |
Francesco Bonchi, Francesco Gullo, Bud Mishra, Daniele Ramazzotti |
|
|
|
code |
3 |
PolyHJ: A Polymorphic Main-Memory Hash Join Paradigm for Multi-Core Machines |
Omar Khattab, Mohammad Hammoud, Omar Shekfeh |
|
|
|
code |
3 |
Attentive Encoder-based Extractive Text Summarization |
Chong Feng, Fei Cai, Honghui Chen, Maarten de Rijke |
|
|
|
code |
3 |
An Option Gate Module for Sentence Inference on Machine Reading Comprehension |
Xuming Lin, Ruifang Liu, Yiwei Li |
|
|
|
code |
3 |
CEC: Constraints based Explanation for Classifications |
Daniel Deutch, Nave Frost |
|
|
|
code |
3 |
I4TSRS: A System to Assist a Data Engineer in Time-Series Dimensionality Reduction in Industry 4.0 Scenarios |
Kevin Villalobos, Borja Diez, Arantza Illarramendi, Alfredo Goñi, José Miguel Blanco |
|
|
|
code |
3 |
Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets |
Oleksandra Levchenko, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis E. Shasha |
|
|
|
code |
3 |
How Consistent is Relevance Feedback in Exploratory Search? |
Alan Medlar, Dorota Glowacka |
|
|
|
code |
2 |
In-Session Personalization for Talent Search |
Sahin Cem Geyik, Vijay Dialani, Meng Meng, Ryan Smith |
|
|
|
code |
2 |
The Title Says It All: A Title Term Weighting Strategy For eCommerce Ranking |
Anthony Bell, Prathyusha Senthil Kumar, Daniel Miranda |
|
|
|
code |
2 |
MultiE: Multi-Task Embedding for Knowledge Base Completion |
Zhao Zhang, Fuzhen Zhuang, ZhengYu Niu, Deqing Wang, Qing He |
|
|
|
code |
2 |
Preference-driven Interactive Ranking System for Personalized Decision Support |
Caitlin Kuhlman, MaryAnn Van Valkenburg, Diana Doherty, Malika Nurbekova, Goutham Deva, Zarni Phyo, Elke A. Rundensteiner, Lane Harrison |
|
|
|
code |
2 |
JIM: Joint Influence Modeling for Collective Search Behavior |
Shubhra Kanti Karmaker Santu, Liangda Li, Yi Chang, ChengXiang Zhai |
|
|
|
code |
2 |
Construction of Efficient V-Gram Dictionary for Sequential Data Analysis |
Igor Kuralenok, Natalia Starikova, Aleksandr Khvorov, Julian Serdyuk |
|
|
|
code |
2 |
Enhancing Graph Kernels via Successive Embeddings |
Giannis Nikolentzos, Michalis Vazirgiannis |
|
|
|
code |
2 |
Multi-Emotion Category Improving Embedding for Sentiment Classification |
Shuo Wang, Xiaofeng Meng |
|
|
|
code |
2 |
Device-Aware Rule Recommendation for the Internet of Things |
Beidou Wang, Xin Guo, Martin Ester, Ziyu Guan, Bandeep Singh, Yu Zhu, Jiajun Bu, Deng Cai |
|
|
|
code |
2 |
Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants |
Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook |
|
|
|
code |
2 |
Exploring Diversified Similarity with Kundaha |
Lúcio F. D. Santos, Gustavo Blanco, Daniel de Oliveira, Agma J. M. Traina, Caetano Traina Jr., Marcos V. N. Bedo |
|
|
|
code |
2 |
Engineering a Simplified 0-Bit Consistent Weighted Sampling |
Edward Raff, Jared Sylvester, Charles Nicholas |
|
|
|
code |
2 |
Can User Behaviour Sequences Reflect Perceived Novelty? |
Mengdie Zhuang, Elaine G. Toms, Gianluca Demartini |
|
|
|
code |
2 |
An Effective Approach for Modelling Time Features for Classifying Bursty Topics on Twitter |
Anjie Fang, Iadh Ounis, Craig MacDonald, Philip Habel, Xiaoyu Xiong, Haitao Yu |
|
|
|
code |
2 |
Every Word has its History: Interactive Exploration and Visualization of Word Sense Evolution |
Adam Jatowt, Ricardo Campos, Sourav S. Bhowmick, Nina Tahmasebi, Antoine Doucet |
|
|
|
code |
2 |
Traffic-Cascade: Mining and Visualizing Lifecycles of Traffic Congestion Events Using Public Bus Trajectories |
Agus Trisnajaya Kwee, MengFen Chiang, Philips Kokoh Prasetyo, EePeng Lim |
|
|
|
code |
2 |
FALCON: A Fast Drop-In Replacement of Citation KNN for Multiple Instance Learning |
Shuai Yang, Xipeng Shen |
|
|
|
code |
2 |
Improving the Efficiency of Inclusion Dependency Detection |
Nuhad Shaabani, Christoph Meinel |
|
|
|
code |
2 |
Web Table Understanding by Collective Inference |
San Kim, Guoliang Li, Jianhua Feng, Kaiyu Li |
|
|
|
code |
2 |
A Content-Based Approach for Modeling Analytics Operators |
Ioannis Giannakopoulos, Dimitrios Tsoumakos, Nectarios Koziris |
|
|
|
code |
2 |
PSLSH: An Index Structure for Efficient Execution of Set Queries in High-Dimensional Spaces |
Parth Nagarkar, K. Selçuk Candan |
|
|
|
code |
2 |
On Rich Clubs of Path-Based Centralities in Networks |
Soumya Sarkar, Sanjukta Bhowmick, Animesh Mukherjee |
|
|
|
code |
2 |
Explicit Preference Elicitation for Task Completion Time |
Mohammadreza Esfandiari, Senjuti Basu Roy, Sihem AmerYahia |
|
|
|
code |
2 |
Efficient Pipeline Processing of Crowdsourcing Workflows |
Ken Mizusawa, Keishi Tajima, Masaki Matsubara, Toshiyuki Amagasa, Atsuyuki Morishima |
|
|
|
code |
2 |
Label Propagation with Neural Networks |
Aditya Pal, Deepayan Chakrabarti |
|
|
|
code |
2 |
Sci-Blogger: A Step Towards Automated Science Journalism |
Raghuram Vadapalli, Bakhtiyar Syed, Nishant Prabhu, Balaji Vasan Srinivasan, Vasudeva Varma |
|
|
|
code |
2 |
A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine |
Jiajing Zhu, Yongguo Liu, Shangming Yang, Shuangqing Zhai, Zhang Yi, Chuanbiao Wen |
|
|
|
code |
2 |
Towards Explainable Networked Prediction |
Liangyue Li, Hanghang Tong, Huan Liu |
|
|
|
code |
2 |
From Copernicus Big Data to Big Information and Big Knowledge: A Demo from the Copernicus App Lab Project |
Konstantina Bereta, Hervé Caumont, Erwin Goor, Manolis Koubarakis, DespinaAthanasia Pantazi, George Stamoulis, Sam Ubels, Valentijn Venus, Firman Wahyudi |
|
|
|
code |
2 |
Network-based Receivable Financing |
Ilaria Bordino, Francesco Gullo |
|
|
|
code |
2 |
Scalable Entity Resolution Using Probabilistic Signatures on Parallel Databases |
Yuhang Zhang, Kee Siong Ng, Tania Churchill, Peter Christen |
|
|
|
code |
2 |
CUSNTF: A Scalable Sparse Non-negative Tensor Factorization Model for Large-scale Industrial Applications on Multi-GPU |
Hao Li, Kenli Li, Jiyao An, Keqin Li |
|
|
|
code |
1 |
IntentsKB: A Knowledge Base of Entity-Oriented Search Intents |
Darío Garigliotti, Krisztian Balog |
|
|
|
code |
1 |
A Fast Linear Computational Framework for User Action Prediction in Tencent MyApp |
Yaochen Hu, Di Niu, Jianming Yang |
|
|
|
code |
1 |
Interactions Modeling in Multi-Task Multi-View Learning with Consistent Task Diversity |
Xiaoli Li, Jun Huan |
|
|
|
code |
1 |
Efficient Energy Management in Distributed Web Search |
Matteo Catena, Ophir Frieder, Nicola Tonellotto |
|
|
|
code |
1 |
Impact of Document Representation on Neural Ad hoc Retrieval |
Ebrahim Bagheri, Faezeh Ensan, Feras N. AlObeidat |
|
|
|
code |
1 |
Improving Low-Rank Matrix Completion with Self-Expressiveness |
Minsu Kwon, HanGyu Kim, HoJin Choi |
|
|
|
code |
1 |
More than Threads: Identifying Related Email Messages |
Noa AvigdorElgrabli, Roei Gelbhart, Irena GrabovitchZuyev, Ariel Raviv |
|
|
|
code |
1 |
Query Understanding via Entity Attribute Identification |
Arash Dargahi Nobari, Arian Askari, Faegheh Hasibi, Mahmood Neshati |
|
|
|
code |
1 |
Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings |
François Role, Stanislas Morbieu, Mohamed Nadif |
|
|
|
code |
1 |
Hierarchical Modeling and Shrinkage for User Session LengthPrediction in Media Streaming |
Antoine Dedieu, Rahul Mazumder, Zhen Zhu, Hossein Vahabi |
|
|
|
code |
1 |
Exploring Neural Translation Models for Cross-Lingual Text Similarity |
Kazuhiro Seki |
|
|
|
code |
1 |
ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph |
Bryan Hooi, Leman Akoglu, Dhivya Eswaran, Amritanshu Pandey, Marko Jereminov, Larry T. Pileggi, Christos Faloutsos |
|
|
|
code |
1 |
Efficient and Reliable Estimation of Cell Positions |
Mirela T. Cazzolato, Agma J. M. Traina, Klemens Böhm |
|
|
|
code |
1 |
Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint |
Pengfei Xu, Jiaheng Lu |
|
|
|
code |
1 |
SOURCERY: User Driven Multi-Criteria Source Selection |
Edward Abel, John A. Keane, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler, Nikolaos Konstantinou, Nurzety A. Azuan, Suzanne M. Embury |
|
|
|
code |
1 |
Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability |
Yukun Ding, Jinglan Liu, Jinjun Xiong, Meng Jiang, Yiyu Shi |
|
|
|
code |
1 |
Semantic Technologies for Data Access and Integration |
Diego Calvanese, Guohui Xiao |
|
|
|
code |
1 |
Inferring Probabilistic Contagion Models Over Networks Using Active Queries |
Abhijin Adiga, Vanessa CedenoMieles, Chris J. Kuhlman, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz, Richard Edwin Stearns |
|
|
|
code |
1 |
Disk-based Matrix Completion for Memory Limited Devices |
Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu |
|
|
|
code |
1 |
A Scalable Algorithm for Higher-order Features Generation using MinHash |
Pooja A, Naveen Nair, Rajeev Rastogi |
|
|
|
code |
1 |
When Optimizer Chooses Table Scans: How to Make Them More Responsive |
Lijian Wan, Tingjian Ge |
|
|
|
code |
1 |
A Dynamical System on Bipartite Graphs |
Kishore Papineni, Pratik Worah |
|
|
|
code |
1 |
Holistic Crowd-Powered Sorting via AID: Optimizing for Accuracies, Inconsistencies, and Difficulties |
Shreya Rajpal, Aditya G. Parameswaran |
|
|
|
code |
1 |
Learning to Geolocalise Tweets at a Fine-Grained Level |
Jorge David Gonzalez Paule, Yashar Moshfeghi, Craig Macdonald, Iadh Ounis |
|
|
|
code |
1 |
Point Symmetry-based Deep Clustering |
José G. Moreno |
|
|
|
code |
1 |
DEVES: Interactive Signal Analytics for Drug Safety |
Tabassum Kakar, Xiao Qin, Andrew Schade, Brian McCarthy, Huy Quoc Tran, Brian Zylich, Elke A. Rundensteiner, Lane Harrison, Sanjay K. Sahoo, Suranjan De |
|
|
|
code |
1 |
FastInput: Improving Input Efficiency on Mobile Devices |
Jingyuan Zhang, Xin Wang, Yue Feng, Mingming Sun, Ping Li |
|
|
|
code |
1 |
Inferring Trip Occupancies in the Rise of Ride-Hailing Services |
MengFen Chiang, EePeng Lim, WangChien Lee, TuanAnh Hoang |
|
|
|
code |
1 |
Optimizing Generalized Linear Models with Billions of Variables |
Yanbo Liang, Yongyang Yu, MingJie Tang, Chaozhuo Li, Weiqing Yang, Weichen Xu, Ruifeng Zheng |
|
|
|
code |
1 |
From Big Data to Big Information and Big Knowledge: the Case of Earth Observation Data |
Konstantina Bereta, Manolis Koubarakis, Stefan Manegold, George Stamoulis, Begüm Demir |
|
|
|
code |
1 |
AQuPR: Attention based Query Passage Retrieval |
Parth Pathak, Mithun Das Gupta, Niranjan Nayak, Harsh Kohli |
|
|
|
code |
0 |
Neural Retrieval with Partially Shared Embedding Spaces |
Bo Li, Le Jia |
|
|
|
code |
0 |
TED-KISS: A Known-Item Speech Video Search Benchmark |
Fan Fang, BoWen Zhang, XuCheng Yin, HaiXia Man, Fang Zhou |
|
|
|
code |
0 |
Smooth q-Gram, and Its Applications to Detection of Overlaps among Long, Error-Prone Sequencing Reads |
Haoyu Zhang, Qin Zhang, Haixu Tang |
|
|
|
code |
0 |
Low-Complexity Supervised Rank Fusion Models |
André Mourão, João Magalhães |
|
|
|
code |
0 |
Neighborhood Voting: A Novel Search Scheme for Hashing |
Yan Xiao, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
|
|
|
code |
0 |
Demonstration of GenoMetric Query Language |
Stefano Ceri, Arif Canakoglu, Andrea Gulino, Abdulrahman Kaitoua, Marco Masseroli, Luca Nanni, Pietro Pinoli |
|
|
|
code |
0 |
A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching |
Xijun Li, Jianguo Yao, Mingxuan Yuan, Jia Zeng |
|
|
|
code |
0 |
Online Learning for Non-Stationary A/B Tests |
Andrés Muñoz Medina, Sergei Vassilvitskii, Dong Yin |
|
|
|
code |
0 |
Multiperspective Graph-Theoretic Similarity Measure |
Dung D. Le, Hady W. Lauw |
|
|
|
code |
0 |
Improved and Robust Controversy Detection in General Web Pages Using Semantic Approaches under Large Scale Conditions |
Jasper Linmans, Bob van de Velde, Evangelos Kanoulas |
|
|
|
code |
0 |
Weakly-Supervised Generative Adversarial Nets with Auxiliary Information for Wireless Coverage Estimation |
Zhuo Li, Hongwei Wang, Miao Zhao |
|
|
|
code |
0 |
Beacon in the Dark: A System for Interactive Exploration of Large Email Corpora |
Tim Repke, Ralf Krestel, Jakob Edding, Moritz Hartmann, Jonas Hering, Dennis Kipping, Hendrik Schmidt, Nico Scordialo, Alexander Zenner |
|
|
|
code |
0 |
Shifting Information Interactions |
Maarten de Rijke |
|
|
|
code |
0 |
Teaching Artificial Agents to Understand Language by Modelling Reward |
Edward Grefenstette |
|
|
|
code |
0 |
VTeller: Telling the Values Somewhere, Sometime in a Dynamic Network of Urban Systems |
Yan Li, Tingjian Ge, Cindy X. Chen |
|
|
|
code |
0 |
Parallel Hashing Using Representative Points in Hyperoctants |
Chaomin Shen, Mixue Yu, Chenxiao Zhao, Yaxin Peng, Guixu Zhang |
|
|
|
code |
0 |
On Real-time Detecting Passenger Flow Anomalies |
Bo Tang, Hongyin Tang, Xinzhou Dong, Beihong Jin, Tingjian Ge |
|
|
|
code |
0 |
Privacy Protection for Flexible Parametric Survival Models |
Thông T. Nguyên, Siu Cheung Hui |
|
|
|
code |
0 |
Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization |
Yuxin Su, Michael R. Lyu, Irwin King |
|
|
|
code |
0 |
Compiling Questions into Balanced Quizzes about Documents |
Cristina Menghini, Jessica DehlerZufferey, Robert West |
|
|
|
code |
0 |
Data Structure for Efficient Line of Sight Queries |
Swapnil Gaikwad, Melody Moh, David C. Anastasiu |
|
|
|
code |
0 |
DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain |
Weihong Wang, Jie Xu, Yang Wang, Chen Cai, Fang Chen |
|
|
|
code |
0 |
Homepage Augmentation by Predicting Links in Heterogenous Networks |
Jianming Lv, Jiajie Zhong, Weihang Chen, Qinzhe Xiao, Zhenguo Yang, Qing Li |
|
|
|
code |
0 |
Mining & Summarizing E-petitions for Enhanced Understanding of Public Opinion |
Shreshtha Mundra, Sachin Kumar, Manjira Sinha, Sandya Mannarswamy |
|
|
|
code |
0 |
Multiple Manifold Regularized Sparse Coding for Multi-View Image Clustering |
Xiaofei Zhu, Khoi Duy Vo, Jiafeng Guo, Jiangwu Long |
|
|
|
code |
0 |
Towards Partition-Aware Lifted Inference |
Melisachew Wudage Chekol, Heiner Stuckenschmidt |
|
|
|
code |
0 |
Fouilla: Navigating DBpedia by Topic |
Tanguy Raynaud, Julien Subercaze, Frédérique Laforest |
|
|
|
code |
0 |
Preserving Privacy of Fraud Detection Rule Sharing Using Intel's SGX |
Daniel Deutch, Yehonatan Ginzberg, Tova Milo |
|
|
|
code |
0 |
Single-Setup Privacy Enforcement for Heterogeneous Data Ecosystems |
Issac Buenrostro, Abhishek Tiwari, Vasanth Rajamani, Erman Pattuk, Zhixiong Chen |
|
|
|
code |
0 |
Knowledge Representation as Linked Data: Tutorial |
Joachim Van Herwegen, Pieter Heyvaert, Ruben Taelman, Ben De Meester, Anastasia Dimou |
|
|
|
code |
0 |