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CIKM2020 Paper List

论文 作者 组织 摘要 翻译 代码 引用数
SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok code 209
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, JiRong Wen code 135
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters Yingtong Dou, Zhiwei Liu, Li Sun, Yutong Deng, Hao Peng, Philip S. Yu code 80
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models Benedek Rozemberczki, Rik Sarkar code 74
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation VanHoang Nguyen, Kazunari Sugiyama, Preslav Nakov, MinYen Kan code 65
ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research Xinyi Zhou, Apurva Mulay, Emilio Ferrara, Reza Zafarani code 60
Star Graph Neural Networks for Session-based Recommendation Zhiqiang Pan, Fei Cai, Wanyu Chen, Honghui Chen, Maarten de Rijke code 59
Detection of Novel Social Bots by Ensembles of Specialized Classifiers Mohsen Sayyadiharikandeh, Onur Varol, KaiCheng Yang, Alessandro Flammini, Filippo Menczer code 55
Evaluating Stochastic Rankings with Expected Exposure Fernando Diaz, Bhaskar Mitra, Michael D. Ekstrand, Asia J. Biega, Ben Carterette code 51
Multi-modal Knowledge Graphs for Recommender Systems Rui Sun, Xuezhi Cao, Yan Zhao, Junchen Wan, Kun Zhou, Fuzheng Zhang, Zhongyuan Wang, Kai Zheng code 51
ST-GRAT: A Novel Spatio-temporal Graph Attention Networks for Accurately Forecasting Dynamically Changing Road Speed Cheonbok Park, Chunggi Lee, Hyojin Bahng, Yunwon Tae, Seungmin Jin, Kihwan Kim, Sungahn Ko, Jaegul Choo code 46
Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction Qi Pi, Guorui Zhou, Yujing Zhang, Zhe Wang, Lejian Ren, Ying Fan, Xiaoqiang Zhu, Kun Gai code 45
Karate Club: An API Oriented Open-Source Python Framework for Unsupervised Learning on Graphs Benedek Rozemberczki, Oliver Kiss, Rik Sarkar code 45
Feedback Loop and Bias Amplification in Recommender Systems Masoud Mansoury, Himan Abdollahpouri, Mykola Pechenizkiy, Bamshad Mobasher, Robin Burke code 43
Graph Prototypical Networks for Few-shot Learning on Attributed Networks Kaize Ding, Jianling Wang, Jundong Li, Kai Shu, Chenghao Liu, Huan Liu code 42
RKT: Relation-Aware Self-Attention for Knowledge Tracing Shalini Pandey, Jaideep Srivastava code 39
Generate Neural Template Explanations for Recommendation Lei Li, Yongfeng Zhang, Li Chen code 37
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation Yifan Wang, Suyao Tang, Yuntong Lei, Weiping Song, Sheng Wang, Ming Zhang code 37
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation Nicholas Lim, Bryan Hooi, SeeKiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Jagannadan Varadarajan code 36
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang code 35
Learning Graph-Based Geographical Latent Representation for Point-of-Interest Recommendation Buru Chang, Gwanghoon Jang, Seoyoon Kim, Jaewoo Kang code 34
Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Haisong Zhang code 34
Relational Reflection Entity Alignment Xin Mao, Wenting Wang, Huimin Xu, Yuanbin Wu, Man Lan code 33
Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks Meng Liu, Jianjun Li, Guohui Li, Peng Pan code 31
Deep Multi-Interest Network for Click-through Rate Prediction Zhibo Xiao, Luwei Yang, Wen Jiang, Yi Wei, Yi Hu, Hao Wang code 29
Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Yiqi Wang, Jiliang Tang, Charu C. Aggarwal, Prasenjit Mitra, Suhang Wang code 29
Spatial-Temporal Convolutional Graph Attention Networks for Citywide Traffic Flow Forecasting Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia code 29
Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction Senzhang Wang, Hao Miao, Hao Chen, Zhiqiu Huang code 28
TweetsCOV19 - A Knowledge Base of Semantically Annotated Tweets about the COVID-19 Pandemic Dimitar Dimitrov, Erdal Baran, Pavlos Fafalios, Ran Yu, Xiaofei Zhu, Matthäus Zloch, Stefan Dietze code 27
Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning code 26
SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs Enrique Iglesias, Samaneh Jozashoori, David ChavesFraga, Diego Collarana, MariaEsther Vidal code 26
MIMICS: A Large-Scale Data Collection for Search Clarification Hamed Zamani, Gord Lueck, Everest Chen, Rodolfo Quispe, Flint Luu, Nick Craswell code 25
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Liu Yang, Mingyang Zhang, Cheng Li, Michael Bendersky, Marc Najork code 25
Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items Yiding Liu, Yulong Gu, Zhuoye Ding, Junchao Gao, Ziyi Guo, Yongjun Bao, Weipeng Yan code 25
Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder Mengnan Du, Shiva K. Pentyala, Yuening Li, Xia Hu code 25
Falcon 2.0: An Entity and Relation Linking Tool over Wikidata Ahmad Sakor, Kuldeep Singh, Anery Patel, MariaEsther Vidal code 25
DE-RRD: A Knowledge Distillation Framework for Recommender System SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu code 24
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots JiaChen Gu, Tianda Li, Quan Liu, ZhenHua Ling, Zhiming Su, Si Wei, Xiaodan Zhu code 24
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems Yulong Gu, Zhuoye Ding, Shuaiqiang Wang, Lixin Zou, Yiding Liu, Dawei Yin code 22
MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction Wentao Ouyang, Xiuwu Zhang, Lei Zhao, Jinmei Luo, Yu Zhang, Heng Zou, Zhaojie Liu, Yanlong Du code 22
Streaming Graph Neural Networks via Continual Learning Junshan Wang, Guojie Song, Yi Wu, Liang Wang code 22
P-Companion: A Principled Framework for Diversified Complementary Product Recommendation Junheng Hao, Tong Zhao, Jin Li, Xin Luna Dong, Christos Faloutsos, Yizhou Sun, Wei Wang code 21
Fast Graph Convolution Network Based Multi-label Image Recognition via Cross-modal Fusion Yangtao Wang, Yanzhao Xie, Yu Liu, Ke Zhou, Xiaocui Li code 21
Multiplex Graph Neural Networks for Multi-behavior Recommendation Weifeng Zhang, Jingwen Mao, Yi Cao, Congfu Xu code 20
Seed-free Graph De-anonymiztiation with Adversarial Learning Kaiyang Li, Guoming Lu, Guangchun Luo, Zhipeng Cai code 20
An Index Advisor Using Deep Reinforcement Learning Hai Lan, Zhifeng Bao, Yuwei Peng code 20
PrivacyFL: A Simulator for Privacy-Preserving and Secure Federated Learning Vaikkunth Mugunthan, Anton PeraireBueno, Lalana Kagal code 20
AutoFeature: Searching for Feature Interactions and Their Architectures for Click-through Rate Prediction Farhan Khawar, Xu Hang, Ruiming Tang, Bin Liu, Zhenguo Li, Xiuqiang He code 19
EdgeRec: Recommender System on Edge in Mobile Taobao Yu Gong, Ziwen Jiang, Yufei Feng, Binbin Hu, Kaiqi Zhao, Qingwen Liu, Wenwu Ou code 19
TwinBERT: Distilling Knowledge to Twin-Structured Compressed BERT Models for Large-Scale Retrieval Wenhao Lu, Jian Jiao, Ruofei Zhang code 19
Hierarchical Query Graph Generation for Complex Question Answering over Knowledge Graph Yunqi Qiu, Kun Zhang, Yuanzhuo Wang, Xiaolong Jin, Long Bai, Saiping Guan, Xueqi Cheng code 19
LensKit for Python: Next-Generation Software for Recommender Systems Experiments Michael D. Ekstrand code 19
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models Isaiah Onando Mulang', Kuldeep Singh, Chaitali Prabhu, Abhishek Nadgeri, Johannes Hoffart, Jens Lehmann code 19
Graph Neural Network for Tag Ranking in Tag-enhanced Video Recommendation Qi Liu, Ruobing Xie, Lei Chen, Shukai Liu, Ke Tu, Peng Cui, Bo Zhang, Leyu Lin code 18
Graph Few-shot Learning with Attribute Matching Ning Wang, Minnan Luo, Kaize Ding, Lingling Zhang, Jundong Li, Qinghua Zheng code 18
Predicting Quality of Automated Welding with Machine Learning and Semantics: A Bosch Case Study Baifan Zhou, Yulia Svetashova, Seongsu Byeon, Tim Pychynski, Ralf Mikut, Evgeny Kharlamov code 18
Deep Graph Convolutional Networks for Incident-Driven Traffic Speed Prediction Qinge Xie, Tiancheng Guo, Yang Chen, Yu Xiao, Xin Wang, Ben Y. Zhao code 18
Improving End-to-End Sequential Recommendations with Intent-aware Diversification Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, Maarten de Rijke code 17
When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank Ali Vardasbi, Harrie Oosterhuis, Maarten de Rijke code 17
News Recommendation with Topic-Enriched Knowledge Graphs Dongho Lee, Byungkook Oh, Seungmin Seo, KyongHo Lee code 17
CONE-Align: Consistent Network Alignment with Proximity-Preserving Node Embedding Xiyuan Chen, Mark Heimann, Fatemeh Vahedian, Danai Koutra code 17
Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model Lu Cheng, Kai Shu, Siqi Wu, Yasin N. Silva, Deborah L. Hall, Huan Liu code 17
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? Kevin Roitero, Michael Soprano, Beatrice Portelli, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini code 17
Neural Logic Reasoning Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang code 17
Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms Wayne Xin Zhao, Junhua Chen, Pengfei Wang, Qi Gu, JiRong Wen code 16
Ensembled CTR Prediction via Knowledge Distillation Jieming Zhu, Jinyang Liu, Weiqi Li, Jincai Lai, Xiuqiang He, Liang Chen, Zibin Zheng code 16
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, JiRong Wen code 16
Fair Class Balancing: Enhancing Model Fairness without Observing Sensitive Attributes Shen Yan, HsienTe Kao, Emilio Ferrara code 16
ORCAS: 20 Million Clicked Query-Document Pairs for Analyzing Search Nick Craswell, Daniel Campos, Bhaskar Mitra, Emine Yilmaz, Bodo Billerbeck code 15
Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction Xiang Li, Chao Wang, Bin Tong, Jiwei Tan, Xiaoyi Zeng, Tao Zhuang code 15
AliMeKG: Domain Knowledge Graph Construction and Application in E-commerce FengLin Li, Hehong Chen, Guohai Xu, Tian Qiu, Feng Ji, Ji Zhang, Haiqing Chen code 15
Whole-Chain Recommendations Xiangyu Zhao, Long Xia, Lixin Zou, Hui Liu, Dawei Yin, Jiliang Tang code 15
LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction Muchao Ye, Junyu Luo, Cao Xiao, Fenglong Ma code 15
Error-Bounded Graph Anomaly Loss for GNNs Tong Zhao, Chuchen Deng, Kaifeng Yu, Tianwen Jiang, Daheng Wang, Meng Jiang code 15
The Newspaper Navigator Dataset: Extracting Headlines and Visual Content from 16 Million Historic Newspaper Pages in Chronicling America Benjamin Charles Germain Lee, Jaime Mears, Eileen Jakeway, Meghan Ferriter, Chris Adams, Nathan Yarasavage, Deborah Thomas, Kate Zwaard, Daniel S. Weld code 15
CC-News-En: A Large English News Corpus Joel M. Mackenzie, Rodger Benham, Matthias Petri, Johanne R. Trippas, J. Shane Culpepper, Alistair Moffat code 15
A View-Adversarial Framework for Multi-View Network Embedding Dongqi Fu, Zhe Xu, Bo Li, Hanghang Tong, Jingrui He code 14
NHP: Neural Hypergraph Link Prediction Naganand Yadati, Vikram Nitin, Madhav Nimishakavi, Prateek Yadav, Anand Louis, Partha P. Talukdar code 14
CommDGI: Community Detection Oriented Deep Graph Infomax Tianqi Zhang, Yun Xiong, Jiawei Zhang, Yao Zhang, Yizhu Jiao, Yangyong Zhu code 14
Event-QA: A Dataset for Event-Centric Question Answering over Knowledge Graphs Tarcísio Souza Costa, Simon Gottschalk, Elena Demidova code 14
Improving Multi-Scenario Learning to Rank in E-commerce by Exploiting Task Relationships in the Label Space Pengcheng Li, Runze Li, Qing Da, Anxiang Zeng, Lijun Zhang code 13
Rotate3D: Representing Relations as Rotations in Three-Dimensional Space for Knowledge Graph Embedding Chang Gao, Chengjie Sun, Lili Shan, Lei Lin, Mingjiang Wang code 13
G-CREWE: Graph CompREssion With Embedding for Network Alignment Kyle Kai Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra code 13
The Battle Against Online Harmful Information: The Cases of Fake News and Hate Speech Anastasia Giachanou, Paolo Rosso code 13
Continuous-Time Dynamic Graph Learning via Neural Interaction Processes Xiaofu Chang, Xuqin Liu, Jianfeng Wen, Shuang Li, Yanming Fang, Le Song, Yuan Qi code 13
Label-Aware Graph Convolutional Networks Hao Chen, Yue Xu, Feiran Huang, Zengde Deng, Wenbing Huang, Senzhang Wang, Peng He, Zhoujun Li code 13
Structural Relationship Representation Learning with Graph Embedding for Personalized Product Search Shang Liu, Wanli Gu, Gao Cong, Fuzheng Zhang code 12
Attacking Recommender Systems with Augmented User Profiles Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang code 12
GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Yishi Xu, Yingxue Zhang, Wei Guo, Huifeng Guo, Ruiming Tang, Mark Coates code 12
LiFT: A Scalable Framework for Measuring Fairness in ML Applications Sriram Vasudevan, Krishnaram Kenthapadi code 12
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval Tao Wu, Ellie Ka In Chio, HengTze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John R. Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao code 11
Offline Evaluation by Maximum Similarity to an Ideal Ranking Charles L. A. Clarke, Mark D. Smucker, Alexandra Vtyurina code 11
TGCN: Tag Graph Convolutional Network for Tag-Aware Recommendation Bo Chen, Wei Guo, Ruiming Tang, Xin Xin, Yue Ding, Xiuqiang He, Dong Wang code 11
Set-Sequence-Graph: A Multi-View Approach Towards Exploiting Reviews for Recommendation Jingyue Gao, Yang Lin, Yasha Wang, Xiting Wang, Zhao Yang, Yuanduo He, Xu Chu code 11
Learning to Detect Relevant Contexts and Knowledge for Response Selection in Retrieval-based Dialogue Systems Kai Hua, Zhiyuan Feng, Chongyang Tao, Rui Yan, Lu Zhang code 11
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks Zemin Liu, Wentao Zhang, Yuan Fang, Xinming Zhang, Steven C. H. Hoi code 11
Diversifying Search Results using Self-Attention Network Xubo Qin, Zhicheng Dou, JiRong Wen code 11
SemFE: Facilitating ML Pipeline Development with Semantics Baifan Zhou, Yulia Svetashova, Tim Pychynski, Ildar Baimuratov, Ahmet Soylu, Evgeny Kharlamov code 11
Hypergraph Random Walks, Laplacians, and Clustering Koby Hayashi, Sinan G. Aksoy, Cheong Hee Park, Haesun Park code 11
A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions Luis MirallesPechuán, Fernando Jiménez, Hiram Ponce, Lourdes MartínezVillaseñor code 11
STP-TrellisNets: Spatial-Temporal Parallel TrellisNets for Metro Station Passenger Flow Prediction Junjie Ou, Jiahui Sun, Yichen Zhu, Haiming Jin, Yijuan Liu, Fan Zhang, Jianqiang Huang, Xinbing Wang code 11
Few-shot Insider Threat Detection Shuhan Yuan, Panpan Zheng, Xintao Wu, Hanghang Tong code 11
Learning Effective Representations for Person-Job Fit by Feature Fusion Junshu Jiang, Songyun Ye, Wei Wang, Jingran Xu, Xiaosheng Luo code 11
Sequential Recommender via Time-aware Attentive Memory Network Wendi Ji, Keqiang Wang, Xiaoling Wang, Tingwei Chen, Alexandra I. Cristea code 10
Leveraging Historical Interaction Data for Improving Conversational Recommender System Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, JiRong Wen code 10
Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement Shaunak Mishra, Manisha Verma, Yichao Zhou, Kapil Thadani, Wei Wang code 10
Efficient Sampling Algorithms for Approximate Temporal Motif Counting Jingjing Wang, Yanhao Wang, Wenjun Jiang, Yuchen Li, KianLee Tan code 10
Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, JiRong Wen code 10
Embedding Node Structural Role Identity into Hyperbolic Space Lili Wang, Ying Lu, Chenghan Huang, Soroush Vosoughi code 10
DeText: A Deep Text Ranking Framework with BERT Weiwei Guo, Xiaowei Liu, Sida Wang, Huiji Gao, Ananth Sankar, Zimeng Yang, Qi Guo, Liang Zhang, Bo Long, BeeChung Chen, Deepak Agarwal code 10
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network Haotian Li, Huan Wei, Yong Wang, Yangqiu Song, Huamin Qu code 10
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang code 10
NumClaim: Investor's Fine-grained Claim Detection ChungChi Chen, HenHsen Huang, HsinHsi Chen code 10
An Empirical Study on Clarifying Question-Based Systems Jie Zou, Evangelos Kanoulas, Yiqun Liu code 10
ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Positives of Satellite Systems Youjin Shin, Sangyup Lee, Shahroz Tariq, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo code 10
Personalized Bundle Recommendation in Online Games Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen code 9
Distant Supervision in BERT-based Adhoc Document Retrieval Koustav Rudra, Avishek Anand code 9
Time-aware Graph Relational Attention Network for Stock Recommendation Xiaoting Ying, Cong Xu, Jianliang Gao, Jianxin Wang, Zhao Li code 9
Little Ball of Fur: A Python Library for Graph Sampling Benedek Rozemberczki, Oliver Kiss, Rik Sarkar code 9
Ensemble Block Co-clustering: A Unified Framework for Text Data Séverine Affeldt, Lazhar Labiod, Mohamed Nadif code 9
Semi-Supervised Graph-to-Graph Translation Tianxiang Zhao, Xianfeng Tang, Xiang Zhang, Suhang Wang code 9
Deep Interaction Machine: A Simple but Effective Model for High-order Feature Interactions Feng Yu, Zhaocheng Liu, Qiang Liu, Haoli Zhang, Shu Wu, Liang Wang code 9
Data Augmentation for Graph Classification Jiajun Zhou, Jie Shen, Qi Xuan code 9
Loan Default Analysis with Multiplex Graph Learning Binbin Hu, Zhiqiang Zhang, Jun Zhou, Jingli Fang, Quanhui Jia, Yanming Fang, Quan Yu, Yuan Qi code 9
A Large Test Collection for Entity Aspect Linking Jordan Ramsdell, Laura Dietz code 9
Personalized Re-ranking with Item Relationships for E-commerce Weiwen Liu, Qing Liu, Ruiming Tang, Junyang Chen, Xiuqiang He, PhengAnn Heng code 8
Quaternion-Based Self-Attentive Long Short-term User Preference Encoding for Recommendation Thanh Tran, Di You, Kyumin Lee code 8
Predicting Economic Growth by Region Embedding: A Multigraph Convolutional Network Approach Bo Hui, Da Yan, WeiShinn Ku, Wenlu Wang code 8
Fast Attributed Multiplex Heterogeneous Network Embedding Zhijun Liu, Chao Huang, Yanwei Yu, Baode Fan, Junyu Dong code 8
A Graph Matching Attack on Privacy-Preserving Record Linkage Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell code 8
GraSeq: Graph and Sequence Fusion Learning for Molecular Property Prediction Zhichun Guo, Wenhao Yu, Chuxu Zhang, Meng Jiang, Nitesh V. Chawla code 8
MARU: Meta-context Aware Random Walks for Heterogeneous Network Representation Learning JyunYu Jiang, Zeyu Li, Chelsea J.T. Ju, Wei Wang code 8
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning Huichu Zhang, Chang Liu, Weinan Zhang, Guanjie Zheng, Yong Yu code 8
A Synopses Data Engine for Interactive Extreme-Scale Analytics Antonis Kontaxakis, Nikos Giatrakos, Antonios Deligiannakis code 8
Alike and Unlike: Resolving Class Imbalance Problem in Financial Credit Risk Assessment Yang Liu, Xiang Ao, Qiwei Zhong, Jinghua Feng, Jiayu Tang, Qing He code 8
Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification Kaijia Yang, Nantao Zheng, Xinyu Dai, Liang He, Shujian Huang, Jiajun Chen code 8
Community Identification in Signed Networks: A K-Truss Based Model Jun Zhao, Renjie Sun, Qiuyu Zhu, Xiaoyang Wang, Chen Chen code 8
BioKG: A Knowledge Graph for Relational Learning On Biological Data Brian Walsh, Sameh K. Mohamed, Vít Novácek code 8
Synthesis of Dependent Multichannel ECG using Generative Adversarial Networks Eoin Brophy code 8
IoT Data Quality Shaoxu Song, Aoqian Zhang code 8
PSTIE: Time Information Enhanced Personalized Search Zhengyi Ma, Zhicheng Dou, Guanyue Bian, JiRong Wen code 7
U-rank: Utility-oriented Learning to Rank with Implicit Feedback Xinyi Dai, Jiawei Hou, Qing Liu, Yunjia Xi, Ruiming Tang, Weinan Zhang, Xiuqiang He, Jun Wang, Yong Yu code 7
Learning to Build User-tag Profile in Recommendation System Su Yan, Xin Chen, Ran Huo, Xu Zhang, Leyu Lin code 7
tdGraphEmbed: Temporal Dynamic Graph-Level Embedding Moran Beladev, Lior Rokach, Gilad Katz, Ido Guy, Kira Radinsky code 7
Partial Relationship Aware Influence Diffusion via a Multi-channel Encoding Scheme for Social Recommendation Bo Jin, Ke Cheng, Liang Zhang, Yanjie Fu, Minghao Yin, Lu Jiang code 7
Explainable Recommender Systems via Resolving Learning Representations Ninghao Liu, Yong Ge, Li Li, Xia Hu, Rui Chen, SooHyun Choi code 7
Examining the Additivity of Top-k Query Processing Innovations Joel M. Mackenzie, Alistair Moffat code 7
When Structure Meets Keywords: Cohesive Attributed Community Search Yuanyuan Zhu, Jian He, Junhao Ye, Lu Qin, Xin Huang, Jeffrey Xu Yu code 7
DREAM: A Dynamic Relation-Aware Model for Social Recommendation Liqiang Song, Ye Bi, Mengqiu Yao, Zhenyu Wu, Jianming Wang, Jing Xiao code 7
Describing and Predicting Online Items with Reshare Cascades via Dual Mixture Self-exciting Processes Quyu Kong, MarianAndrei Rizoiu, Lexing Xie code 7
Sample Optimization For Display Advertising Hongliang Fei, Shulong Tan, Pengju Guo, Wenbo Zhang, Hongfang Zhang, Ping Li code 7
DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation Hailin Hu, MingJian Tang, Chengcheng Bai code 7
EPNet: Learning to Exit with Flexible Multi-Branch Network Xin Dai, Xiangnan Kong, Tian Guo code 7
OPHiForest: Order Preserving Hashing Based Isolation Forest for Robust and Scalable Anomaly Detection Haolong Xiang, Zoran Salcic, Wanchun Dou, Xiaolong Xu, Lianyong Qi, Xuyun Zhang code 7
A Feature-Importance-Aware and Robust Aggregator for GCN Li Zhang, Haiping Lu code 7
Generative Adversarial Attributed Network Anomaly Detection Zhenxing Chen, Bo Liu, Meiqing Wang, Peng Dai, Jun Lv, Liefeng Bo code 7
Calibration of Google Trends Time Series Robert West code 7
Multimodal Knowledge Graph for Deep Learning Papers and Code Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis, Tugba Kulahcioglu, Arquimedes Canedo, Aditi Roy, ShihYuan Yu, Arnav V. Malawade, Mohammad Abdullah Al Faruque code 7
Genetic Meta-Structure Search for Recommendation on Heterogeneous Information Network Zhenyu Han, Fengli Xu, Jinghan Shi, Yu Shang, Haorui Ma, Pan Hui, Yong Li code 6
Personalized Flight Itinerary Ranking at Fliggy Jinhong Huang, Yang Li, Shan Sun, Bufeng Zhang, Jin Huang code 6
Providing Direct Answers in Search Results: A Study of User Behavior Zhijing Wu, Mark Sanderson, Berkant Barla Cambazoglu, W. Bruce Croft, Falk Scholer code 6
DynamicRec: A Dynamic Convolutional Network for Next Item Recommendation Md. Mehrab Tanjim, Hammad A. Ayyubi, Garrison W. Cottrell code 6
Knowledge Graph Embedding Preserving Soft Logical Regularity Shu Guo, Lin Li, Zhen Hui, Lingshuai Meng, Bingnan Ma, Wei Liu, Lihong Wang, Haibin Zhai, Hong Zhang code 6
Ranking Clarification Questions via Natural Language Inference Vaibhav Kumar, Vikas Raunak, Jamie Callan code 6
Schema-Agnostic Entity Matching using Pre-trained Language Models Kai Sheng Teong, LayKi Soon, Tin Tin Su code 6
Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction Xiaoru Qu, Zhao Li, Jialin Wang, Zhipeng Zhang, Pengcheng Zou, Junxiao Jiang, Jiaming Huang, Rong Xiao, Ji Zhang, Jun Gao code 6
Profiling Entity Matching Benchmark Tasks Anna Primpeli, Christian Bizer code 6
Some Issues for Location Dependent Information System Query in Mobile Environment Ajay Kr. Gupta code 6
WMEgo: Willingness Maximization for Ego Network Data Extraction in Online Social Networks BayYuan Hsu, ChihYa Shen, MingYi Chang code 6
Mining Infrequent High-Quality Phrases from Domain-Specific Corpora Li Wang, Wei Zhu, Sihang Jiang, Sheng Zhang, Keqiang Wang, Yuan Ni, Guotong Xie, Yanghua Xiao code 6
Behavior-driven Student Performance Prediction with Tri-branch Convolutional Neural Network Jian Zong, Chaoran Cui, Yuling Ma, Li Yao, Meng Chen, Yilong Yin code 6
Bid Shading in The Brave New World of First-Price Auctions Djordje Gligorijevic, Tian Zhou, Bharatbhushan Shetty, Brendan Kitts, Shengjun Pan, Junwei Pan, Aaron Flores code 6
A Multidimensional Dataset Based on Crowdsourcing for Analyzing and Detecting News Bias Michael Färber, Victoria Burkard, Adam Jatowt, Sora Lim code 6
Cooperative Multi-Agent Reinforcement Learning in Express System Yexin Li, Yu Zheng, Qiang Yang code 6
Learning to Distract: A Hierarchical Multi-Decoder Network for Automated Generation of Long Distractors for Multiple-Choice Questions for Reading Comprehension Kaushal Kumar Maurya, Maunendra Sankar Desarkar code 6
Corpus Bootstrapping for Assessment of the Properties of Effectiveness Measures Justin Zobel, Lida Rashidi code 6
Application Performance Anomaly Detection with LSTM on Temporal Irregularities in Logs Xavier Baril, Oihana Coustié, Josiane Mothe, Olivier Teste code 6
Can Adversarial Weight Perturbations Inject Neural Backdoors Siddhant Garg, Adarsh Kumar, Vibhor Goel, Yingyu Liang code 6
Securing Bloom Filters for Privacy-preserving Record Linkage Thilina Ranbaduge, Rainer Schnell code 6
Hyper-Substructure Enhanced Link Predictor Jian Zhang, Jun Zheng, Jinyin Chen, Qi Xuan code 6
AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro code 6
OFFER: A Motif Dimensional Framework for Network Representation Learning Shuo Yu, Feng Xia, Jin Xu, Zhikui Chen, Ivan Lee code 6
Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems Maurizio Ferrari Dacrema, Federico Parroni, Paolo Cremonesi, Dietmar Jannach code 5
MTBRN: Multiplex Target-Behavior Relation Enhanced Network for Click-Through Rate Prediction Yufei Feng, Fuyu Lv, Binbin Hu, Fei Sun, Kun Kuang, Yang Liu, Qingwen Liu, Wenwu Ou code 5
Dimension Relation Modeling for Click-Through Rate Prediction Zihao Zhao, Zhiwei Fang, Yong Li, Changping Peng, Yongjun Bao, Weipeng Yan code 5
Query-aware Tip Generation for Vertical Search Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang code 5
ArXivDigest: A Living Lab for Personalized Scientific Literature Recommendation Kristian Gingstad, Øyvind Jekteberg, Krisztian Balog code 5
Matching in Selective and Balanced Representation Space for Treatment Effects Estimation Zhixuan Chu, Stephen L. Rathbun, Sheng Li code 5
Exploring Missing Interactions: A Convolutional Generative Adversarial Network for Collaborative Filtering Feng Yuan, Lina Yao, Boualem Benatallah code 5
Query Understanding via Intent Description Generation Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng code 5
A Comparison of Top-k Threshold Estimation Techniques for Disjunctive Query Processing Antonio Mallia, Michal Siedlaczek, Mengyang Sun, Torsten Suel code 5
Spectral Relaxations and Fair Densest Subgraphs Aris Anagnostopoulos, Luca Becchetti, Adriano Fazzone, Cristina Menghini, Chris Schwiegelshohn code 5
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce Yang Deng, Wenxuan Zhang, Wai Lam code 5
NagE: Non-Abelian Group Embedding for Knowledge Graphs Tong Yang, Long Sha, Pengyu Hong code 5
Automatic Gaussian Process Model Retrieval for Big Data Fabian Berns, Christian Beecks code 5
Efficient Neural Query Auto Completion Sida Wang, Weiwei Guo, Huiji Gao, Bo Long code 5
Joint Estimation of User And Publisher Credibility for Fake News Detection Rajdipa Chowdhury, Sriram Srinivasan, Lise Getoor code 5
Fusing Global Domain Information and Local Semantic Information to Classify Financial Documents Mengzhen Fan, Dawei Cheng, Fangzhou Yang, Siqiang Luo, Yifeng Luo, Weining Qian, Aoying Zhou code 5
Towards Plausible Differentially Private ADMM Based Distributed Machine Learning Jiahao Ding, Jingyi Wang, Guannan Liang, Jinbo Bi, Miao Pan code 5
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Yajun Huang, Jingbin Zhang, Yiyang Yang, Zhiguo Gong, Zhifeng Hao code 5
Dynamic Representation Learning for Large-Scale Attributed Networks Zhijun Liu, Chao Huang, Yanwei Yu, Peng Song, Baode Fan, Junyu Dong code 5
A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai code 5
GeoFlink: A Distributed and Scalable Framework for the Real-time Processing of Spatial Streams Salman Ahmed Shaikh, Komal Mariam, Hiroyuki Kitagawa, KyoungSook Kim code 5
Do People and Neural Nets Pay Attention to the Same Words: Studying Eye-tracking Data for Non-factoid QA Evaluation Valeria Bolotova, Vladislav Blinov, Yukun Zheng, W. Bruce Croft, Falk Scholer, Mark Sanderson code 5
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection Guanyi Mou, Pengyi Ye, Kyumin Lee code 5
EnDeA: Ensemble based Decoupled Adversarial Learning for Identifying Infrastructure Damage during Disasters Shalini Priya, Apoorva Upadhyaya, Manish Bhanu, Sourav Kumar Dandapat, Joydeep Chandra code 5
Robust Irregular Tensor Factorization and Completion for Temporal Health Data Analysis Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho code 5
Tolerant Markov Boundary Discovery for Feature Selection Xingyu Wu, Bingbing Jiang, Yan Zhong, Huanhuan Chen code 5
On-demand Influencer Discovery on Social Media Cheng Zheng, Qin Zhang, Sean D. Young, Wei Wang code 5
CauseNet: Towards a Causality Graph Extracted from the Web Stefan Heindorf, Yan Scholten, Henning Wachsmuth, AxelCyrille Ngonga Ngomo, Martin Potthast code 5
Flexible IR Pipelines with Capreolus Andrew Yates, Kevin Martin Jose, Xinyu Zhang, Jimmy Lin code 5
Detecting and Measuring the Exposure of Children and Adolescents to Inappropriate Comments in YouTube Sultan Alshamrani code 5
Are Negative Links Really Beneficial to Network Embedding?: In-Depth Analysis and Interesting Results YeonChang Lee, Nayoun Seo, SangWook Kim code 4
E-commerce Recommendation with Weighted Expected Utility Zhichao Xu, Yi Han, Yongfeng Zhang, Qingyao Ai code 4
The Impact of Negative Relevance Judgments on NDCG Lukas Gienapp, Maik Fröbe, Matthias Hagen, Martin Potthast code 4
Generating Clarifying Questions in Conversational Search Systems Leila Tavakoli code 4
Dual Autoencoder Network with Swap Reconstruction for Cold-Start Recommendation Bei Wang, Chenrui Zhang, Hao Zhang, Xiaoqing Lyu, Zhi Tang code 4
MindReader: Recommendation over Knowledge Graph Entities with Explicit User Ratings Anders H. Brams, Anders Langballe Jakobsen, Theis E. Jendal, Matteo Lissandrini, Peter Dolog, Katja Hose code 4
Semantic Search over Structured Data Sainyam Galhotra, Udayan Khurana code 4
Quality-Aware Ranking of Arguments Lorik Dumani, Ralf Schenkel code 4
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu code 4
CSNE: Conditional Signed Network Embedding Alexandru Mara, Yoosof Mashayekhi, Jefrey Lijffijt, Tijl De Bie code 4
Muse: Multi-query Event Trend Aggregation Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner code 4
ReQue: A Configurable Workflow and Dataset Collection for Query Refinement Mahtab Tamannaee, Hossein Fani, Fattane Zarrinkalam, Jamil Samouh, Samad Paydar, Ebrahim Bagheri code 4
UPON: User Profile Transferring across Networks Mengting Diao, Zhongbao Zhang, Sen Su, Shuai Gao, Huafeng Cao code 4
Continual Domain Adaptation for Machine Reading Comprehension Lixin Su, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yanyan Lan, Xueqi Cheng code 4
Relation Extraction with Self-determined Graph Convolutional Network Sunil Kumar Sahu, Derek Thomas, Billy Chiu, Neha Sengupta, Mohammady Mahdy code 4
Robust Normalized Squares Maximization for Unsupervised Domain Adaptation Wenju Zhang, Xiang Zhang, Qing Liao, Wenjing Yang, Long Lan, Zhigang Luo code 4
Imbalanced Time Series Classification for Flight Data Analyzing with Nonlinear Granger Causality Learning Hao Huang, Chenxiao Xu, Shinjae Yoo, Weizhong Yan, Tianyi Wang, Feng Xue code 4
WebLens: Towards Interactive Large-scale Structured Data Profiling Rituparna Khan, Michael N. Gubanov code 4
Sample Driven Data Mapping for Linked Data and Web APIs Tobias Zeimetz, Ralf Schenkel code 4
Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses Bardh Prenkaj, Giovanni Stilo, Lorenzo Madeddu code 4
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data Xiaoqing Geng, Xiwen Chen, Kenny Q. Zhu, Libin Shen, Yinggong Zhao code 4
Privacy-Preserving Classification with Secret Vector Machines Valentin Hartmann, Konark Modi, Josep M. Pujol, Robert West code 4
Fusing Parallel Social Contexts within Flexible-Order Proximity for Microblog Topic Detection Hongyu Liu, Ruifang He, Haocheng Wang, Bo Wang code 4
Learning Discriminative Virtual Sequences for Time Series Classification Abhilash Dorle, Fangyu Li, Wenzhan Song, Sheng Li code 4
Multimodal Clustering via Deep Commonness and Uniqueness Mining Linlin Zong, Faqiang Miao, Xianchao Zhang, Bo Xu code 4
Price Forecast with High-Frequency Finance Data: An Autoregressive Recurrent Neural Network Model with Technical Indicators Yuechun Gu, Da Yan, Sibo Yan, Zhe Jiang code 4
BotSpot: A Hybrid Learning Framework to Uncover Bot Install Fraud in Mobile Advertising Tianjun Yao, Qing Li, Shangsong Liang, Yadong Zhu code 4
Web Page Segmentation Revisited: Evaluation Framework and Dataset Johannes Kiesel, Florian Kneist, Lars Meyer, Kristof Komlossy, Benno Stein, Martin Potthast code 4
ContentWise Impressions: An Industrial Dataset with Impressions Included Fernando Benjamín Pérez Maurera, Maurizio Ferrari Dacrema, Lorenzo Saule, Mario Scriminaci, Paolo Cremonesi code 4
Maximum Signed (k, r)-Truss Identification in Signed Networks Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang, Qiuyu Zhu code 4
Gtensor: Fast and Accurate Tensor Analysis System using GPUs Dawon Ahn, Sangjun Son, U Kang code 4
Compression of Deep Learning Models for NLP Manish Gupta, Vasudeva Varma, Sonam Damani, Kedhar Nath Narahari code 4
Retrievability based Document Selection for Relevance Feedback with Automatically Generated Query Variants Anirban Chakraborty, Debasis Ganguly, Owen Conlan code 3
Bringing Order to Network Embedding: A Relative Ranking based Approach Yaojing Wang, Guosheng Pan, Yuan Yao, Hanghang Tong, Hongxia Yang, Feng Xu, Jian Lu code 3
IAI MovieBot: A Conversational Movie Recommender System Javeria Habib, Shuo Zhang, Krisztian Balog code 3
Spending Money Wisely: Online Electronic Coupon Allocation based on Real-Time User Intent Detection Liangwei Li, Liucheng Sun, Chenwei Weng, Chengfu Huo, Weijun Ren code 3
Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback Fabian Moerchen, Patrick Ernst, Giovanni Zappella code 3
Helix: DGA Domain Embeddings for Tracking and Exploring Botnets Lior Sidi, Yisroel Mirsky, Asaf Nadler, Yuval Elovici, Asaf Shabtai code 3
Attributed Network Embedding based on Mutual Information Estimation Xiaomin Liang, Daifeng Li, Andrew D. Madden code 3
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai code 3
The Impact of Negative Triple Generation Strategies and Anomalies on Knowledge Graph Completion Iti Bansal, Sudhanshu Tiwari, Carlos R. Rivero code 3
Towards Temporal Knowledge Graph Embeddings with Arbitrary Time Precision Julien Leblay, Melisachew Wudage Chekol, Xin Liu code 3
Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network Can Li, Lei Bai, Wei Liu, Lina Yao, S. Travis Waller code 3
Learning Better Representations for Neural Information Retrieval with Graph Information Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma code 3
E-Commerce Dispute Resolution Prediction David Tsurel, Michael Doron, Alexander Nus, Arnon Dagan, Ido Guy, Dafna Shahaf code 3
Why is That a Background Article: A Qualitative Analysis of Relevance for News Background Linking Marwa Essam, Tamer Elsayed code 3
Query Understanding for Surfacing Under-served Music Content Federico Tomasi, Rishabh Mehrotra, Aasish Pappu, Judith Bütepage, Brian Brost, Hugo Galvão, Mounia Lalmas code 3
Match Tracing: A Unified Framework for Real-time Win Prediction and Quantifiable Performance Evaluation Kai Wang, Hao Li, Linxia Gong, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui code 3
A Capsule Network-based Model for Learning Node Embeddings Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung code 3
aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots Kuan Xu, Chilin Fu, Xiaolu Zhang, Cen Chen, YaLin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao code 3
Jointly Modeling Individual Student Behaviors and Social Influence for Prediction Tasks Haobing Liu, Yanmin Zhu, Tianzi Zang, Jiadi Yu, Haibin Cai code 3
Deep Spatio-Temporal Multiple Domain Fusion Network for Urban Anomalies Detection Ruiqiang Liu, Shuai Zhao, Bo Cheng, Hao Yang, Haina Tang, Taoyu Li code 3
Feature Selection on Data Stream via Multi-Cluster Structure Preservation Rui Ma, Yijie Wang, Li Cheng code 3
Homogenization with Explicit Semantics Preservation for Heterogeneous Information Network Tiancheng Huang, Zifeng Zhuang, Shanshan Zhang, Donglin Wang code 3
Rethinking Operators Placement of Stream Data Application in the Edge Thomas Lambert, David Guyon, Shadi Ibrahim code 3
Diversifying Top-k Point-of-Interest Queries via Collective Social Reach Stella Maropaki, Sean Chester, Christos Doulkeridis, Kjetil Nørvåg code 3
A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli code 3
An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening José F. Rodrigues Jr., Jean Louis Pépin, Lorraine Goeuriot, Sihem AmerYahia code 3
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li code 3
AURORA: An Information Extraction System of Domain-specific Business Documents with Limited Data MinhTien Nguyen, Le Tien Dung, Le Thai Linh, Nguyen Hong Son, Do Hoang Thai Duong, Bui Cong Minh, Nguyen Hai Phong, Nguyen Huu Hiep code 3
How and Why is An Answer (Still) Correct? Maintaining Provenance in Dynamic Knowledge Graphs Garima Gaur, Arnab Bhattacharya, Srikanta Bedathur code 3
Image Captioning with Internal and External Knowledge Feicheng Huang, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma code 3
Social Factors in Closed-Network Content Consumption Parisa Kaghazgaran, Maarten W. Bos, Leonardo Neves, Neil Shah code 3
Learning with Noisy Partial Labels by Simultaneously Leveraging Global and Local Consistencies Changchun Li, Ximing Li, Jihong Ouyang code 3
Meta-Learning for Neural Relation Classification with Distant Supervision Zhenzhen Li, JianYun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li code 3
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu, Sheng Zhou, Xifeng Yan code 3
Time-Efficient Geo-Obfuscation to Protect Worker Location Privacy over Road Networks in Spatial Crowdsourcing Chenxi Qiu, Anna Cinzia Squicciarini, Zhuozhao Li, Ce Pang, Li Yan code 3
A GAN-based Framework for Modeling Hashtag Popularity Dynamics Using Assistive Information Avirup Saha, Niloy Ganguly code 3
QSAN: A Quantum-probability based Signed Attention Network for Explainable False Information Detection Tian Tian, Yudong Liu, Xiaoyu Yang, Yuefei Lyu, Xi Zhang, Binxing Fang code 3
Efficient Knowledge Graph Validation via Cross-Graph Representation Learning Yaqing Wang, Fenglong Ma, Jing Gao code 3
Generating Categories for Sets of Entities Shuo Zhang, Krisztian Balog, Jamie Callan code 3
MetaTPOT: Enhancing A Tree-based Pipeline Optimization Tool Using Meta-Learning Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach code 3
Non-local Self-attentive Autoencoder for Genetic Functionality Prediction Yun Li, Zhe Liu, Lina Yao, Zihuai He code 3
Modelling Regional Crime Risk using Directed Graph of Check-ins Shakila Khan Rumi, Flora D. Salim code 3
Integrating Diagnosis Rules into Deep Neural Networks for Bladder Cancer Staging Cheng Zhang, Xiaodong Yue, Yufei Chen, Ying Lv code 3
Expert-in-the-loop AI for Polymer Discovery Petar Ristoski, Dmitry Yu. Zubarev, Anna Lisa Gentile, Nathaniel Park, Daniel P. Sanders, Daniel Gruhl, Linda Kato, Steve Welch code 3
MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities Jason Armitage, Endri Kacupaj, Golsa Tahmasebzadeh, Swati, Maria Maleshkova, Ralph Ewerth, Jens Lehmann code 3
The Enslaved Dataset: A Real-world Complex Ontology Alignment Benchmark using Wikibase Lu Zhou, Cogan Shimizu, Pascal Hitzler, Alicia M. Sheill, Seila Gonzalez Estrecha, Catherine Foley, Duncan Tarr, Dean Rehberger code 3
M-Cypher: A GQL Framework Supporting Motifs Xiaodong Li, Reynold Cheng, Matin Najafi, Kevin ChenChuan Chang, Xiaolin Han, Hongtai Cao code 3
Towards Rich Qery Blockchain Database Yanchao Zhu, Zhao Zhang, Cheqing Jin, Aoying Zhou, Gang Qin, Yingjie Yang code 3
Knowledge Graphs: A Tutorial on the History of Knowledge Graph's Main Ideas Claudio Gutierrez, Juan F. Sequeda code 3
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering Sebastian Hofstätter, Markus Zlabinger, Mete Sertkan, Michael Schröder, Allan Hanbury code 2
TABLE: A Task-Adaptive BERT-based ListwisE Ranking Model for Document Retrieval Xingwu Sun, Hongyin Tang, Fuzheng Zhang, Yanling Cui, Beihong Jin, Zhongyuan Wang code 2
TPR: Text-aware Preference Ranking for Recommender Systems YuNeng Chuang, ChihMing Chen, ChuanJu Wang, MingFeng Tsai, Yuan Fang, EePeng Lim code 2
NASE: : Learning Knowledge Graph Embedding for Link Prediction via Neural Architecture Search Xiaoyu Kou, Bingfeng Luo, Huang Hu, Yan Zhang code 2
Transformer Models for Recommending Related Questions in Web Search Rajarshee Mitra, Manish Gupta, Sandipan Dandapat code 2
Empirical Analysis of Impact of Query-Specific Customization of nDCG: A Case-Study with Learning-to-Rank Methods Shubhra (Santu) K. Karmaker, Parikshit Sondhi, ChengXiang Zhai code 2
Product Insights: Analyzing Product Intents in Web Search Nikitha Rao, Chetan Bansal, Subhabrata Mukherjee, Chandra Shekhar Maddila code 2
Learning to Rank in the Position Based Model with Bandit Feedback Beyza Ermis, Patrick Ernst, Yannik Stein, Giovanni Zappella code 2
Intent-Driven Similarity in E-Commerce Listings Gilad Fuchs, Yoni Acriche, Idan Hasson, Pavel Petrov code 2
A Topic and Concept Integrated Model for Thread Recommendation in Online Health Communities Mingda Li, Weiting Gao, Yi Chen code 2
Multi-Channel Sellers Traffic Allocation in Large-scale E-commerce Promotion Shen Xin, Yizhou Ye, Martin Ester, Cheng Long, Jie Zhang, Zhao Li, Kaiying Yuan, Yanghua Li code 2
Neural Formatting for Spreadsheet Tables Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang code 2
Ranking Enhanced Dialogue Generation Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng code 2
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors Yongquan He, Zihan Wang, Peng Zhang, Zhaopeng Tu, Zhaochun Ren code 2
Index Obfuscation for Oblivious Document Retrieval in a Trusted Execution Environment Jinjin Shao, Shiyu Ji, Alvin Oliver Glova, Yifan Qiao, Tao Yang, Tim Sherwood code 2
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification Xi Wang, Iadh Ounis, Craig MacDonald code 2
Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer Xian Wu, Stephen M. Mattingly, Shayan Mirjafari, Chao Huang, Nitesh V. Chawla code 2
Learning to Re-Rank with Contextualized Stopwords Sebastian Hofstätter, Aldo Lipani, Markus Zlabinger, Allan Hanbury code 2
CGTR: Convolution Graph Topology Representation for Document Ranking Yuanyuan Qi, Jiayue Zhang, Yansong Liu, Weiran Xu, Jun Guo code 2
Deep Adaptive Feature Aggregation in Multi-task Convolutional Neural Networks Zhen Shen, Chaoran Cui, Jin Huang, Jian Zong, Meng Chen, Yilong Yin code 2
Diversifying Multi-aspect Search Results Using Simpson's Diversity Index Jianghong Zhou, Eugene Agichtein, Surya Kallumadi code 2
Embedding based Link Prediction for Knowledge Graph Completion Russa Biswas code 2
Exploiting Class Labels to Boost Performance on Embedding-based Text Classification Arkaitz Zubiaga code 2
Uncovering Semantic Bias in Neural Network Models Using a Knowledge Graph Andriy Nikolov, Mathieu d'Aquin code 2
Product Quality Prediction with Convolutional Encoder-Decoder Architecture and Transfer Learning HaoYi Chih, YaoChung Fan, WenChih Peng, HaiYuan Kuo code 2
Deep Generative Positive-Unlabeled Learning under Selection Bias Byeonghu Na, Hyemi Kim, Kyungwoo Song, Weonyoung Joo, YoonYeong Kim, IlChul Moon code 2
Denoising Individual Bias for Fairer Binary Submatrix Detection Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang code 2
Crime Linkage Based on Textual Hebrew Police Reports Utilizing Behavioral Patterns Adir Solomon, Amit Magen, Simo Hanouna, Mor Kertis, Bracha Shapira, Lior Rokach code 2
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau code 2
A Cost Estimation Technique for Recursive Relational Algebra Muideen Lawal, Pierre Genevès, Nabil Layaïda code 2
Truth be Told: Fake News Detection Using User Reactions on Reddit Vinay Setty, Erlend Rekve code 2
Large Scale Long-tailed Product Recognition System at Alibaba Xiangzeng Zhou, Pan Pan, Yun Zheng, Yinghui Xu, Rong Jin code 2
TiCCo: Time-Centric Content Exploration Philip Hausner, Dennis Aumiller, Michael Gertz code 2
Inside Quasimodo: Exploring Construction and Usage of Commonsense Knowledge Julien Romero, Simon Razniewski code 2
Incremental and Parallel Computation of Structural Graph Summaries for Evolving Graphs Till Blume, David Richerby, Ansgar Scherp code 2
Learning from Textual Data in Database Systems Michael Günther, Philipp Oehme, Maik Thiele, Wolfgang Lehner code 2
MERL: Multi-View Edge Representation Learning in Social Networks YiYu Lai, Jennifer Neville code 2
Shapley Values and Meta-Explanations for Probabilistic Graphical Model Inference Yifei Liu, Chao Chen, Yazheng Liu, Xi Zhang, Sihong Xie code 2
Feature Fusion Based Subgraph Classification for Link Prediction Zheyi Liu, Darong Lai, Chuanyou Li, Meng Wang code 2
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins code 2
Minimal Edit-Based Diffs for Large Trees Mateusz Pawlik, Nikolaus Augsten code 2
Efficient Detection of Data Dependency Violations Eduardo H. M. Pena, Edson Ramiro Lucas Filho, Eduardo C. de Almeida, Felix Naumann code 2
Controllable Multi-Character Psychology-Oriented Story Generation Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du code 2
Top-k Graph Summarization on Hierarchical DAGs Xuliang Zhu, Xin Huang, Byron Choi, Jianliang Xu code 2
Graph Unfolding Networks Hao Chen, Wenbing Huang, Yue Xu, Fuchun Sun, Zhoujun Li code 2
DECWA: Density-Based Clustering using Wasserstein Distance Nabil El Malki, Robin Cugny, Olivier Teste, Franck Ravat code 2
A Reinforced Semi-supervised Neural Network for Helpful Review Identification Yue Feng, Miao Fan, Mingming Sun, Ping Li code 2
Learning to Form Skill-based Teams of Experts Radin Hamidi Rad, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri code 2
GAEAT: Graph Auto-Encoder Attention Networks for Knowledge Graph Completion Yanfei Han, Quan Fang, Jun Hu, Shengsheng Qian, Changsheng Xu code 2
Recursive Balanced k-Subset Sum Partition for Rule-constrained Resource Allocation Zhuo Li, Jiannong Cao, Zhongyu Yao, Wengen Li, Yu Yang, Jia Wang code 2
Neural Relation Extraction on Wikipedia Tables for Augmenting Knowledge Graphs Erin MacDonald, Denilson Barbosa code 2
Fairness-Aware Learning with Prejudice Free Representations Ramanujam Madhavan, Mohit Wadhwa code 2
A Framework for Analyzing the Impact of Missing Data in Predictive Models Fabiola Santore, Eduardo C. de Almeida, Wagner Hugo Bonat, Eduardo H. M. Pena, Luiz Eduardo Soares de Oliveira code 2
Do You Really Like Her Post?: Network-Based Analysis for Understanding Like Activities in SNS Junho Song, Hyekyoung Park, Kyungsik Han, SangWook Kim code 2
Seasonal-Periodic Subgraph Mining in Temporal Networks Qianzhen Zhang, Deke Guo, Xiang Zhao, Xinyi Li, Xi Wang code 2
The Utility of Context When Extracting Entities From Legal Documents Jonathan Donnelly, Adam Roegiest code 2
Fine-Tuned Compressed Representations of Vessel Trajectories Giannis Fikioris, Kostas Patroumpas, Alexander Artikis, Georgios Paliouras, Manolis Pitsikalis code 2
Two-Stage Audience Expansion for Financial Targeting in Marketing Zhining Liu, XiaoFan Niu, Chenyi Zhuang, Yize Tan, Yixiang Mu, Jinjie Gu, Guannan Zhang code 2
Efficiently Training Intelligible Models for Global Explanations Yin Lou, Yongliang Wang, Shiwei Liang, Yang Dong code 2
A Dataset of Journalists' Interactions with Their Readership: When Should Article Authors Reply to Reader Comments? Julian Risch, Ralf Krestel code 2
Enhanced Story Representation by ConceptNet for Predicting Story Endings Shanshan Huang, Kenny Q. Zhu, Qianzi Liao, Libin Shen, Yinggong Zhao code 2
Autonomous Predictive Modeling via Reinforcement Learning Udayan Khurana, Horst Samulowitz code 2
Exploiting Common Neighbor Graph for Link Prediction Hao Tian, Reza Zafarani code 2
Smarter and Safer Traffic Signal Controlling via Deep Reinforcement Learning Bingquan Yu, Jinqiu Guo, Qinpei Zhao, Jiangfeng Li, Weixiong Rao code 2
PandaSQL: Parallel Randomized Triangle Enumeration with SQL Queries Abir Farouzi, Ladjel Bellatreche, Carlos Ordonez, Gopal Pandurangan, Mimoun Malki code 2
Vallum-Med: Protecting Medical Data in Cloud Environments Ronny Peterson, Altigran S. da Silva, André Carvalho, Christof Fetzer, André Martin, Ignacio Blanquer code 2
INforE: Interactive Cross-platform Analytics for Everyone Nikos Giatrakos, David Arnu, Theodoros Bitsakis, Antonios Deligiannakis, Minos N. Garofalakis, Ralf Klinkenberg, Aris Konidaris, Antonis Kontaxakis, Yannis Kotidis, Vasilis Samoladas, Alkis Simitsis, George Stamatakis, Fabian Temme, Mate Torok, Edwin Yaqub, Arnau Montagud, Miguel Ponce de Leon, Holger Arndt, Stefan Burkard code 2
PrivacyCheck v2: A Tool that Recaps Privacy Policies for You Razieh Nokhbeh Zaeem, Safa Anya, Alex Issa, Jake Nimergood, Isabelle Rogers, Vinay Shah, Ayush Srivastava, K. Suzanne Barber code 2
InterNet: Multistep Traffic Forecasting by Interacting Spatial and Temporal Features Yilian Xin, Dezhuang Miao, Mengxia Zhu, Cheqing Jin, Xuesong Lu code 2
Network Alignment: Recent Advances and Future Directions Si Zhang, Hanghang Tong code 2
Gated Heterogeneous Graph Representation Learning for Shop Search in E-commerce Xichuan Niu, Bofang Li, Chenliang Li, Rong Xiao, Haochuan Sun, Honggang Wang, Hongbo Deng, Zhenzhong Chen code 1
Approximate Event Pattern Matching over Heterogeneous and Dirty Sources Ruihong Huang code 1
Modelling User Behavior Dynamics with Embeddings Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Wasim Sadiq code 1
Learning to Infer User Hidden States for Online Sequential Advertising Zhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Haiyang Xu, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai code 1
Live Multi-Streaming and Donation Recommendations via Coupled Donation-Response Tensor Factorization HsuChao Lai, JuiYi Tsai, HongHan Shuai, JiunLong Huang, WangChien Lee, DeNian Yang code 1
ART (Attractive Recommendation Tailor): How the Diversity of Product Recommendations Affects Customer Purchase Preference in Fashion Industry? Hyokmin Kwon, Jaeho Han, Kyungsik Han code 1
Deep Behavior Tracing with Multi-level Temporality Preserved Embedding Runze Wu, Hao Deng, Jianrong Tao, Changjie Fan, Qi Liu, Liang Chen code 1
User Taste-Aware Image Search Jiyun Luo, Pak Ming Cheung, Wenyu Huo, Ying Huang, Rajat Raina code 1
Ranking Multiple Choice Question Distractors using Semantically Informed Neural Networks Manjira Sinha, Tirthankar Dasgupta, Jatin Mandav code 1
CovidExplorer: A Multi-faceted AI-based Search and Visualization Engine for COVID-19 Information Heer Ambavi, Kavita Vaishnaw, Udit Vyas, Abhisht Tiwari, Mayank Singh code 1
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Relevance Ranking for Real-Time Tweet Search Yan Xia, Yu Sun, Tian Wang, Juan Caicedo Carvajal, Jinliang Fan, Bhargav Mangipudi, Lisa Huang, Yatharth Saraf code 0
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An Event-Oriented Neural Ranking Model for News Retrieval Lin Zhao, Wanhui Qian, Liangjun Zang, Fuqing Zhu, Yijun Lu, Ruixuan Li, Jizhong Han, Songlin Hu code 0
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Representative Negative Instance Generation for Online Ad Targeting Yuhan Quan, Jingtao Ding, Depeng Jin, Jianbo Yang, Xing Zhou, Yong Li code 0
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Probabilistic Dynamic Non-negative Group Factor Model for Multi-source Text Mining Chien Lu, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin code 0
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Succinct Adaptive Manifold Transfer Pengfei Wei, Yiping Ke, Zhiqiang Xu, TzeYun Leong code 0
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