Presentations and Authors


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AI and the Web

A Personalized Interest-Forgetting Markov Model for Recommendations PDF
Jun Chen, Chaokun Wang, Jianmin Wang
Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors PDF
Jun Chen, Chaokun Wang, Jianmin Wang
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data PDF
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP PDF
Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang
Perceiving Group Themes from Collective Social and Behavioral Information PDF
Peng Cui, Tianyang Zhang, Fei Wang, Peng He
High-Performance Distributed ML at Scale through Parameter Server Consistency Models PDF
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing
COT: Contextual Operating Tensor for Context-Aware Recommender Systems PDF
Qiang Liu, Shu Wu, Liang Wang
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice PDF
Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang
Causal Inference via Sparse Additive Models with Application to Online Advertising PDF
Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets PDF
Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li
Burst Time Prediction in Cascades PDF
Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li
Clustering-Based Collaborative Filtering for Link Prediction PDF
Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu
Mining Query Subtopics from Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization PDF
Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Are Features Equally Representative? A Feature-Centric Recommendation PDF
Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu
Representation Learning for Aspect Category Detection in Online Reviews PDF
Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Applications

Efficient Computation of Semivalues for Game-Theoretic Network Centrality PDF
Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge
Embedded Unsupervised Feature Selection PDF
Suhang Wang, Jiliang Tang, Huan Liu
Learning User-Specific Latent Influence and Susceptibility from Information Cascades PDF
Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng

Game Theory and Economic Paradigms

Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
Fair Information Sharing for Treasure Hunting PDF
Yiling Chen, Kobbi Nissim, Bo Waggoner
Hedonic Coalition Formation in Networks PDF
Martin Hoefer, Daniel Vaz, Lisa Wagner
A Graphical Representation for Games in Partition Function Form PDF
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo
Mechanism Design for Team Formation PDF
Mason Wright, Yevgeniy Vorobeychik

Heuristic Search and Optimization

Stochastic Local Search for Satisfiability Modulo Theories PDF
Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi

Integrated Systems

Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation PDF
KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Chaovalitwongse
Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities PDF
Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz

Knowledge Representation and Reasoning

Partial Meet Revision and Contraction in Logic Programs PDF
Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang
A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs PDF
James Delgrande, Kewen Wang
Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies PDF
Jianfeng Du, Kewen Wang, Yi-Dong Shen
Splitting a Logic Program Revisited PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
On Elementary Loops and Proper Loops for Disjunctive Logic Programs PDF
Jianmin Ji, Hai Wan, Peng Xiao
Knowledge Forgetting in Circumscription: A Preliminary Report PDF
Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang
Instance-Driven Ontology Evolution in DL-Lite PDF
Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base PDF
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang

Machine Learning Applications

A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores PDF
Sarah Marie Brown, Andrea Webb, Rami Mangoubi, Jennifer Dy
Marginalized Denoising for Link Prediction and Multi-Label Learning PDF
Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Propagating Ranking Functions on a Graph: Algorithms and Applications PDF
Buyue Qian, Xiang Wang, Ian Davidson
Learning Hybrid Models with Guarded Transitions PDF
Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster
Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation PDF
Weiwei Shen, Jun Wang
Coupled Interdependent Attribute Analysis on Mixed Data PDF
Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong
Exploring Social Context for Topic Identification in Short and Noisy Texts PDF
Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai
Modeling Status Theory in Trust Prediction PDF
Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai
Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification PDF
Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang
An SVD and Derivative Kernel Approach to Learning from Geometric Data PDF
Eric Wong, J. Zico Kolter
Stable Feature Selection from Brain sMRI PDF
Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao
Forecasting Collector Road Speeds Under High Percentage of Missing Data PDF
Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling PDF
Linli Xu, Yitan Li, Yubo Wang, Enhong Chen

Multiagent Systems

Solving Games with Functional Regret Estimation PDF
Kevin Waugh, Dustin Morrill, James Andrew Bagnell, Michael Bowling

NLP and Knowledge Representation

Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization PDF
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou
Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia PDF
Zhaohui Wu, C. Lee Giles

NLP and Machine Learning

Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
Microblog Sentiment Classification with Contextual Knowledge Regularization PDF
Fangzhao Wu, Yangqiu Song, Yongfeng Huang

NLP and Text Mining

A Neural Probabilistic Model for Context Based Citation Recommendation PDF
Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles
Learning to Recommend Quotes for Writing PDF
Jiwei Tan, Xiaojun Wan, Jianguo Xiao

Novel Machine Learning Algorithms

A Probabilistic Covariate Shift Assumption for Domain Adaptation PDF
Tameem Adel, Alexander Wong
Graph-Sparse LDA: A Topic Model with Structured Sparsity PDF
Finale Doshi-Velez, Byron C. Wallace, Ryan Adams
Pathway Graphical Lasso PDF
Maxim Grechkin, Maryam Fazel, Daniela Witten, Su-In Lee
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification PDF
Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen
Absent Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding PDF
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
Probabilistic Attributed Hashing PDF
Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu
Leveraging Features and Networks for Probabilistic Tensor Decomposition PDF
Piyush Rai, Yingjian Wang, Lawrence Carin
Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery PDF
Peter Schulam, Fredrick Wigley, Suchi Saria
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds PDF
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach
Spectral Label Refinement for Noisy and Missing Text Labels PDF
Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang
Gaussian Cardinality Restricted Boltzmann Machines PDF
Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen
Online Boosting Algorithms for Anytime Transfer and Multitask Learning PDF
Boyu Wang, Joelle Pineau
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence PDF
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen
Relational Stacked Denoising Autoencoder for Tag Recommendation PDF
Hao Wang, Xingjian Shi, Dit-Yan Yeung
Learning Robust Locality Preserving Projection via p-Order Minimization PDF
Hua Wang, Feiping Nie, Heng Huang
Learning to Hash on Structured Data PDF
Qifan Wang, Luo Si, Bin Shen
Transfer Feature Representation via Multiple Kernel Learning PDF
Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu
Optimal Estimation of Multivariate ARMA Models PDF
Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans
Improving Approximate Value Iteration with Complex Returns by Bounding PDF
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time PDF
Ga Wu, Scott Sanner, Rodrigo F.S.C. Oliveira
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing PDF
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
10,000+ Times Accelerated Robust Subset Selection PDF
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan

Planning and Scheduling

A Generalization of Sleep Sets Based on Operator Sequence Redundancy PDF
Robert C. Holte, Yusra Alkhazraji, Martin Wehrle
Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection PDF
Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek
Heuristics and Symmetries in Classical Planning PDF
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Factored Symmetries for Merge-and-Shrink Abstractions PDF
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
tBurton: A Divide and Conquer Temporal Planner PDF
David Wang, Brian Williams
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences PDF
Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib
Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation PDF
Peng Yu, Cheng Fang, Brian Williams

Reasoning under Uncertainty

On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions PDF
Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman
Chance-Constrained Scheduling via Conflict-Directed Risk Allocation PDF
Andrew J. Wang, Brian C. Williams
Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks PDF
Jeremy C. Weiss, Sriraam Natarajan, C. David Page

Robotics

Spatio-Spectral Exploration Combining In Situ and Remote Measurements PDF
David Ray Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Ravi Kiran

Search and Constraint Satisfaction

Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs PDF
Valeriy Balabanov, Jie-Hong Roland Jiang, Mikolas Janota, Magdalena Widl

Vision

Building Effective Representations for Sketch Recognition PDF
Jun Guo, Changhu Wang, Hongyang Chao
Learning Predictable and Discriminative Attributes for Visual Recognition PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang
Multi-View Point Registration via Alternating Optimization PDF
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking PDF
Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier
Challenges in Resource and Cost Allocation PDF
Toby Walsh

Student Abstracts

Query Abduction for ELH Ontologies PDF
Mahsa Chitsaz, Zhe Wang, Kewen Wang
Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators PDF
Daniel J. Geschwender, Robert J. Woodward, Berthe Y. Choueiry
Handling Uncertainty in Answer Set Programming PDF
Yi Wang, Joohyung Lee
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews PDF
Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu
Touchless Telerobotic Surgery — Is It Possible at All? PDF
Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs

Doctoral Consortium

Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters PDF
Wei Kuang, Laura E. Brown, Zhenlin Wang
Risk-Aware Scheduling throughout Planning and Execution PDF
Andrew J. Wang

Demonstrations

A Planning-Based Assistance System for Setting Up a Home Theater PDF
Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems PDF
Jun Chen, Chaokun Wang, Yiyuan Bai
Circumventing Robots' Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction PDF
Stefan Witwicki, Francesco Mondada

Virtual Agent Demonstrations

Interactive Narrative Planning in The Best Laid Plans PDF
Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright

What's Hot Abstracts

RoboCup@Home — Benchmarking Domestic Service Robots PDF
Sven Wachsmuth, Dirk Holz, Maja Rudinac, Javier Ruiz-del-Solar
Data Science for Social Good — 2014 KDD Highlights PDF
Wei Wang


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