Web Search and Data Mining (WSDM) (2020)

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WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
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Crowd Worker Strategies in Relevance Judgment Tasks.
Lei Han|Eddy Maddalena|Alessandro Checco|Cristina Sarasua|Ujwal Gadiraju|Kevin Roitero|Gianluca Demartini
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The Power of Pivoting for Exact Clique Counting.
Shweta Jain|C. Seshadhri
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Listwise Learning to Rank by Exploring Unique Ratings.
Xiaofeng Zhu|Diego Klabjan
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DDTCDR: Deep Dual Transfer Cross Domain Recommendation.
Pan Li|Alexander Tuzhilin
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ConvERSe'20: The WSDM 2020 Workshop on Conversational Systems for E-Commerce Recommendations and Search.
Eugene Agichtein|Dilek Hakkani-Tür|Surya Kallumadi|Shervin Malmasi
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Impact of Online Job Search and Job Reviews on Job Decision.
Faiz Ahamad
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User Intent Inference for Web Search and Conversational Agents.
Ali Ahmadvand
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Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms.
Aman Ahuja|Nikhil Rao|Sumeet Katariya|Karthik Subbian|Chandan K. Reddy
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Recurrent Attention Walk for Semi-supervised Classification.
Uchenna Akujuobi|Qiannan Zhang|Yufei Han|Xiangliang Zhang
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Outlier Resistant Unsupervised Deep Architectures for Attributed Network Embedding.
Sambaran Bandyopadhyay|Lokesh N|Saley Vishal Vivek|M. Narasimha Murty
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personality2vec: Enabling the Analysis of Behavioral Disorders in Social Networks.
Amin Beheshti|Vahid Moraveji Hashemi|Shahpar Yakhchi|Hamid Reza Motahari-Nezhad|Seyed Mohssen Ghafari|Jian Yang
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Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning.
Ghazaleh Beigi|Ahmadreza Mosallanezhad|Ruocheng Guo|Hamidreza Alvari|Alexander Nou|Huan Liu
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Temporal Pattern of Retweet(s) Help to Maximize Information Diffusion in Twitter.
Ayan Kumar Bhowmick
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LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding.
Ayan Kumar Bhowmick|Koushik Meneni|Maximilien Danisch|Jean-Loup Guillaume|Bivas Mitra
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Comparative Web Search Questions.
Alexander Bondarenko|Pavel Braslavski|Michael Völske|Rami Aly|Maik Fröbe|Alexander Panchenko|Chris Biemann|Benno Stein|Matthias Hagen
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A Stochastic Treatment of Learning to Rank Scoring Functions.
Sebastian Bruch|Shuguang Han|Michael Bendersky|Marc Najork
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SUM'20: State-based User Modelling.
Sahan Bulathwela|María Pérez-Ortiz|Rishabh Mehrotra|Davor Orlic|Colin de la Higuera|John Shawe-Taylor|Emine Yilmaz
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Popularity Prediction on Social Platforms with Coupled Graph Neural Networks.
Qi Cao|Huawei Shen|Jinhua Gao|Bingzheng Wei|Xueqi Cheng
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Why Do People Buy Seemingly Irrelevant Items in Voice Product Search?: On the Relation between Product Relevance and Customer Satisfaction in eCommerce.
David Carmel|Elad Haramaty|Arnon Lazerson|Liane Lewin-Eytan|Yoelle Maarek
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FAQAugmenter: Suggesting Questions for Enterprise FAQ Pages.
Ankush Chatterjee|Manish Gupta|Puneet Agrawal
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Beyond Sessions: Exploiting Hybrid Contextual Information for Web Search.
Jia Chen
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Context-aware Deep Model for Joint Mobility and Time Prediction.
Yile Chen|Cheng Long|Gao Cong|Chenliang Li
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A Context-Aware Click Model for Web Search.
Jia Chen|Jiaxin Mao|Yiqun Liu|Min Zhang|Shaoping Ma
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Parameter Tuning in Personal Search Systems.
Suming J. Chen|Xuanhui Wang|Zhen Qin|Donald Metzler
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From Missing Data to Boltzmann Distributions and Time Dynamics: The Statistical Physics of Recommendation.
Ed H. Chi
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Deep Bayesian Data Mining.
Jen-Tzung Chien
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Analyzing the Impact of Filter Bubbles on Social Network Polarization.
Uthsav Chitra|Christopher Musco
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Illustrate Your Story: Enriching Text with Images.
Sreyasi Nag Chowdhury|William Cheng|Gerard de Melo|Simon Razniewski|Gerhard Weikum
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ENTYFI: Entity Typing in Fictional Texts.
Cuong Xuan Chu|Simon Razniewski|Gerhard Weikum
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Joint Recognition of Names and Publications in Academic Homepages.
Yimeng Dai|Jianzhong Qi|Rui Zhang
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Adversarial Machine Learning in Recommender Systems (AML-RecSys).
Yashar Deldjoo|Tommaso Di Noia|Felice Antonio Merra
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Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection.
Shumin Deng|Ningyu Zhang|Jiaojian Kang|Yichi Zhang|Wei Zhang|Huajun Chen
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Epidemic Graph Convolutional Network.
Tyler Derr|Yao Ma|Wenqi Fan|Xiaorui Liu|Charu C. Aggarwal|Jiliang Tang
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Network Analysis with Negative Links.
Tyler Derr
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Can A User Guess What Her Followers Want?
Abir De|Adish Singla|Utkarsh Upadhyay|Manuel Gomez-Rodriguez
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Practice of Efficient Data Collection via Crowdsourcing: Aggregation, Incremental Relabelling, and Pricing.
Alexey Drutsa|Valentina Fedorova|Dmitry Ustalov|Olga Megorskaya|Evfrosiniya Zerminova|Daria Baidakova
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Overview of the Health Search and Data Mining (HSDM 2020) Workshop.
Carsten Eickhoff|Yubin Kim|Ryen W. White
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All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs.
Negin Entezari|Saba A. Al-Sayouri|Amirali Darvishzadeh|Evangelos E. Papalexakis
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Privacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbations.
Oluwaseyi Feyisetan|Borja Balle|Thomas Drake|Tom Diethe
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Workshop on Privacy in NLP (PrivateNLP 2020).
Oluwaseyi Feyisetan|Sepideh Ghanavati|Patricia Thaine
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Recurrent Memory Reasoning Network for Expert Finding in Community Question Answering.
Jinlan Fu|Yi Li|Qi Zhang|Qinzhuo Wu|Renfeng Ma|Xuanjing Huang|Yu-Gang Jiang
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PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems.
Azin Ghazimatin|Oana Balalau|Rishiraj Saha Roy|Gerhard Weikum
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JNET: Learning User Representations via Joint Network Embedding and Topic Embedding.
Lin Gong|Lu Lin|Weihao Song|Hongning Wang
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Computer Vision for Fashion: From Individual Recommendations to World-wide Trends.
Kristen Grauman
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TSA: A Truthful Mechanism for Social Advertising.
Tobias Grubenmann|Reynold C. K. Cheng|Laks V. S. Lakshmanan
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Hierarchical User Profiling for E-commerce Recommender Systems.
Yulong Gu|Zhuoye Ding|Shuaiqiang Wang|Dawei Yin
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Learning Individual Causal Effects from Networked Observational Data.
Ruocheng Guo|Jundong Li|Huan Liu
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Challenges, Best Practices and Pitfalls in Evaluating Results of Online Controlled Experiments.
Somit Gupta|Xiaolin Shi|Pavel A. Dmitriev|Xin Fu|Avijit Mukherjee
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Consistency-Aware Recommendation for User-Generated Item List Continuation.
Yun He|Yin Zhang|Weiwen Liu|James Caverlee
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Entities with Quantities: Extraction, Search, and Ranking.
Vinh Thinh Ho|Koninika Pal|Niko Kleer|Klaus Berberich|Gerhard Weikum
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Debiasing Word Embeddings from Sentiment Associations in Names.
Christoph Hube|Maximilian Idahl|Besnik Fetahu
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WebShapes: Network Visualization with 3D Shapes.
Shengmin Jin|Richard Wituszynski|Max Caiello-Gingold|Reza Zafarani
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Ultra Fine-Grained Image Semantic Embedding.
Da-Cheng Juan|Chun-Ta Lu|Zhen Li|Futang Peng|Aleksei Timofeev|Yi-Ting Chen|Yaxi Gao|Tom Duerig|Andrew Tomkins|Sujith Ravi
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Decision Boundary of Deep Neural Networks: Challenges and Opportunities.
Hamid Karimi|Jiliang Tang
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Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models.
Quyu Kong|Marian-Andrei Rizoiu|Lexing Xie
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Intelligible Machine Learning and Knowledge Discovery Boosted by Visual Means.
Boris Kovalerchuk
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Retrieving Top Weighted Triangles in Graphs.
Raunak Kumar|Paul Liu|Moses Charikar|Austin R. Benson
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Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.
Wenqiang Lei|Xiangnan He|Yisong Miao|Qingyun Wu|Richang Hong|Min-Yen Kan|Tat-Seng Chua
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Think like a Human: Constructing Cognitive-oriented Retrieval Model for Web Search.
Xiangsheng Li
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Hybrid Utility Function for Unexpected Recommendations.
Pan Li
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Interpretable Click-Through Rate Prediction through Hierarchical Attention.
Zeyu Li|Wei Cheng|Yang Chen|Haifeng Chen|Wei Wang
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Automatic Speaker Recognition with Limited Data.
Ruirui Li|Jyun-Yu Jiang|Jiahao Liu|Chu-Cheng Hsieh|Wei Wang
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Incremental Filter Pruning via Random Walk for Accelerating Deep Convolutional Neural Networks.
Qinghua Li|Cuiping Li|Hong Chen
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Initialization for Network Embedding: A Graph Partition Approach.
Wenqing Lin|Feng He|Faqiang Zhang|Xu Cheng|Hongyun Cai
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Balanced Influence Maximization in Attributed Social Network Based on Sampling.
Mingkai Lin|Wenzhong Li|Sanglu Lu
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Athena: A Ranking Enabled Scholarly Search System.
Junfeng Liu|Shuai Ma|Renjun Hu|Chunming Hu|Jinpeng Huai
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End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding.
Feng Liu|Huifeng Guo|Xutao Li|Ruiming Tang|Yunming Ye|Xiuqiang He
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Adversarial Learning to Compare: Self-Attentive Prospective Customer Recommendation in Location based Social Networks.
Ruirui Li|Xian Wu|Wei Wang
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Time Interval Aware Self-Attention for Sequential Recommendation.
Jiacheng Li|Yujie Wang|Julian J. McAuley
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Learning with Small Data.
Zhenhui Li|Huaxiu Yao|Fenglong Ma
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Web-scale Knowledge Collection.
Colin Lockard|Prashant Shiralkar|Xin Luna Dong|Hannaneh Hajishirzi
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Deep Multi-Graph Clustering via Attentive Cross-Graph Association.
Dongsheng Luo|Jingchao Ni|Suhang Wang|Yuchen Bian|Xiong Bill Yu|Xiang Zhang
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Jointly Optimized Neural Coreference Resolution with Mutual Attention.
Jie Ma|Jun Liu|Yufei Li|Xin Hu|Yudai Pan|Shen Sun|Qika Lin
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OpenNIR: A Complete Neural Ad-Hoc Ranking Pipeline.
Sean MacAvaney
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MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph.
Xin Mao|Wenting Wang|Huimin Xu|Man Lan|Yuanbin Wu
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Overlapping Community Detection in Static and Dynamic Networks.
Renny Márquez
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Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification.
Qianwen Ma|Chunyuan Yuan|Wei Zhou|Jizhong Han|Songlin Hu
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Separate and Attend in Personal Email Search.
Yu Meng|Maryam Karimzadehgan|Honglei Zhuang|Donald Metzler
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Predicting Human Mobility via Attentive Convolutional Network.
Congcong Miao|Ziyan Luo|Fengzhu Zeng|Jilong Wang
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SPread: Automated Financial Metric Extraction and Spreading Tool from Earnings Reports.
Armineh Nourbakhsh|Mohammad M. Ghassemi|Steven Pomerville
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Efficiently Counting Vertex Orbits of All 5-vertex Subgraphs, by EVOKE.
Noujan Pashanasangi|C. Seshadhri
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Extreme Regression for Dynamic Search Advertising.
Yashoteja Prabhu|Aditya Kusupati|Nilesh Gupta|Manik Varma
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Integrity 2020: Integrity in Social Networks and Media.
Lluis Garcia Pueyo|Anand Bhaskar|Panayiotis Tsaparas|Aristides Gionis|Tina Eliassi-Rad|Maria Daltayanni|Yu Sun|Panagiotis Papadimitriou
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Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling.
Jiarui Qin|Kan Ren|Yuchen Fang|Weinan Zhang|Yong Yu
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Stepwise Reasoning for Multi-Relation Question Answering over Knowledge Graph with Weak Supervision.
Yunqi Qiu|Yuanzhuo Wang|Xiaolong Jin|Kun Zhang
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NLP4REC: The WSDM 2020 Workshop on Natural Language Processing for Recommendations.
Pengjie Ren|Zhaochun Ren|Fei Sun|Xiangnan He|Dawei Yin|Maarten de Rijke
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A Structural Graph Representation Learning Framework.
Ryan A. Rossi|Nesreen K. Ahmed|Eunyee Koh|Sungchul Kim|Anup Rao|Yasin Abbasi-Yadkori
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Toward Activity Discovery in the Personal Web.
Tara Safavi|Adam Fourney|Robert Sim|Marcin Juraszek|Shane Williams|Ned Friend|Danai Koutra|Paul N. Bennett
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Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback.
Yuta Saito|Suguru Yaginuma|Yuta Nishino|Hayato Sakata|Kazuhide Nakata
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DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks.
Aravind Sankar|Yanhong Wu|Liang Gou|Wei Zhang|Hao Yang
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Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction.
Aravind Sankar|Xinyang Zhang|Adit Krishnan|Jiawei Han
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RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
Ilya Shenbin|Anton Alekseev|Elena Tutubalina|Valentin Malykh|Sergey I. Nikolenko
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Text Recognition Using Anonymous CAPTCHA Answers.
Alexander Shishkin|Anastasia A. Bezzubtseva|Valentina Fedorova|Alexey Drutsa|Gleb Gusev
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Ad Close Mitigation for Improved User Experience in Native Advertisements.
Natalia Silberstein|Oren Somekh|Yair Koren|Michal Aharon|Dror Porat|Avi Shahar|Tingyi Wu
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ADMM SLIM: Sparse Recommendations for Many Users.
Harald Steck|Maria Dimakopoulou|Nickolai Riabov|Tony Jebara
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Label Distribution Augmented Maximum Likelihood Estimation for Reading Comprehension.
Lixin Su|Jiafeng Guo|Yixing Fan|Yanyan Lan|Xueqi Cheng
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Influence Maximization with Spontaneous User Adoption.
Lichao Sun|Albert C. Chen|Philip S. Yu|Wei Chen
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LARA: Attribute-to-feature Adversarial Learning for New-item Recommendation.
Changfeng Sun|Han Liu|Meng Liu|Zhaochun Ren|Tian Gan|Liqiang Nie
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Transferring Robustness for Graph Neural Network Against Poisoning Attacks.
Xianfeng Tang|Yandong Li|Yiwei Sun|Huaxiu Yao|Prasenjit Mitra|Suhang Wang
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Fast Item Ranking under Neural Network based Measures.
Shulong Tan|Zhixin Zhou|Zhaozhuo Xu|Ping Li
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HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems.
Lucas Vinh Tran|Yi Tay|Shuai Zhang|Gao Cong|Xiaoli Li
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Learning and Reasoning on Graph for Recommendation.
Xiang Wang|Xiangnan He|Tat-Seng Chua
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Key Opinion Leaders in Recommendation Systems: Opinion Elicitation and Diffusion.
Jianling Wang|Kaize Ding|Ziwei Zhu|Yin Zhang|James Caverlee
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Time to Shop for Valentine's Day: Shopping Occasions and Sequential Recommendation in E-commerce.
Jianling Wang|Raphael Louca|Diane Hu|Caitlin Cellier|James Caverlee|Liangjie Hong
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Deep Learning for Anomaly Detection.
Ruoying Wang|Kexin Nie|Tie Wang|Yang Yang|Bo Long
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User Recommendation in Content Curation Platforms.
Jianling Wang|Ziwei Zhu|James Caverlee
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Addressing Marketing Bias in Product Recommendations.
Mengting Wan|Jianmo Ni|Rishabh Misra|Julian J. McAuley
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VISION-KG: Topic-centric Visualization System for Summarizing Knowledge Graph.
Jiaqi Wei|Shuo Han|Lei Zou
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Metrics, User Models, and Satisfaction.
Alfan Farizki Wicaksono|Alistair Moffat
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PERQ: Predicting, Explaining, and Rectifying Failed Questions in KB-QA Systems.
Zhiyong Wu|Ben Kao|Tien-Hsuan Wu|Pengcheng Yin|Qun Liu
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Knowledge-aware Complementary Product Representation Learning.
Da Xu|Chuanwei Ruan|Jason H. D. Cho|Evren Körpeoglu|Sushant Kumar|Kannan Achan
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Product Knowledge Graph Embedding for E-commerce.
Da Xu|Chuanwei Ruan|Evren Körpeoglu|Sushant Kumar|Kannan Achan
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Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System.
Ze Yang|Linjun Shou|Ming Gong|Wutao Lin|Daxin Jiang
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Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders.
Carl Yang|Jieyu Zhang|Haonan Wang|Sha Li|Myunghwan Kim|Matt Walker|Yiou Xiao|Jiawei Han
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Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval.
Andrew Yates|Siddhant Arora|Xinyu Zhang|Wei Yang|Kevin Martin Jose|Jimmy Lin
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Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference.
Jaemin Yoo|U Kang|Mauro Scanagatta|Giorgio Corani|Marco Zaffalon
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Veridical Data Science.
Bin Yu
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Learning a Joint Search and Recommendation Model from User-Item Interactions.
Hamed Zamani|W. Bruce Croft
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Learning from Heterogeneous Networks: Methods and Applications.
Chuxu Zhang
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Temporal Context-Aware Representation Learning for Question Routing.
Xuchao Zhang|Wei Cheng|Bo Zong|Yuncong Chen|Jianwu Xu|Ding Li|Haifeng Chen
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AutoBlock: A Hands-off Blocking Framework for Entity Matching.
Wei Zhang|Hao Wei|Bunyamin Sisman|Xin Luna Dong|Christos Faloutsos|David Page
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Nearly Linear Time Algorithm for Mean Hitting Times of Random Walks on a Graph.
Zuobai Zhang|Wanyue Xu|Zhongzhi Zhang
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Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation.
Yuan Zhang|Xiaoran Xu|Hanning Zhou|Yan Zhang
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Improving the Estimation of Tail Ratings in Recommender System with Multi-Latent Representations.
Xing Zhao|Ziwei Zhu|Yin Zhang|James Caverlee
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Investigating Examination Behavior in Mobile Search.
Yukun Zheng|Jiaxin Mao|Yiqun Liu|Mark Sanderson|Min Zhang|Shaoping Ma
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Can Deep Learning Only Be Neural Networks?
Zhi-Hua Zhou
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Enhancing Re-finding Behavior with External Memories for Personalized Search.
Yujia Zhou|Zhicheng Dou|Ji-Rong Wen
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GREASE: A Generative Model for Relevance Search over Knowledge Graphs.
Tianshuo Zhou|Ziyang Li|Gong Cheng|Jun Wang|Yuang Wei
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Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
Nengjun Zhu|Jian Cao|Yanchi Liu|Yang Yang|Haochao Ying|Hui Xiong
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Pseudo Dyna-Q: A Reinforcement Learning Framework for Interactive Recommendation.
Lixin Zou|Long Xia|Pan Du|Zhuo Zhang|Ting Bai|Weidong Liu|Jian-Yun Nie|Dawei Yin