Presentations and Authors


Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Track:
 

Main Track — Agent and Multiagent Systems

An Adaptive Computational Model for Personalized Persuasion PDF
Yilin Kang, Ah-Hwee Tan, Chunyan Miao
Exchange of Indivisible Objects with Asymmetry PDF
Zhaohong Sun, Hideaki Hata, Taiki Todo, Makoto Yokoo
Optimal Auctions for Partially Rational Bidders PDF
Zihe Wang, Pingzhong Tang

Main Track — Artificial Intelligence and Social Sciences

Context-Independent Claim Detection for Argument Mining PDF
Marco Lippi, Paolo Torroni

Main Track — Auctions and Market-Based Systems

Mechanism Design and Implementation for Lung Exchange PDF
Suiqian Luo, Pingzhong Tang

Main Track — Constraint Optimization

Finding Diverse Solutions of High Quality to Constraint Optimization Problems PDF
Thierry Petit, Andrew C. Trapp

Main Track — Constraints, Satisfiability, and Search

Compiling Constraint Networks into Multivalued Decomposable Decision Graphs PDF
Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas
Multi-Pass High-Level Presolving PDF
Kevin Leo, Guido Tack
Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem PDF
Long Tran-Thanh, Yingce Xia, Tao Qin, Nicholas R Jennings

Main Track — Distributed Search/CSP/Optimization

Max-Sum Goes Private PDF
Tamir Tassa, Roie Zivan, Tal Grinshpoun

Main Track — Game Theory

Welfare Maximization in Fractional Hedonic Games PDF
Haris Aziz, Serge Gaspers, Joachim Gudmundsson, Julian Mestre, Hanjo Taubig
Equilibrium Refinement through Negotiation in Binary Voting PDF
Umberto Grandi, Davide Grossi, Paolo Turrini
Solving Heads-Up Limit Texas Hold'em PDF
Oskari Tammelin, Neil Burch, Michael Johanson, Michael Bowling
Envy-Free Sponsored Search Auctions with Budgets PDF
Bo Tang, Jinshan Zhang
Security Games with Information Leakage: Modeling and Computation PDF
Haifeng Xu, Albert Xing Jiang, Arunesh Sinha, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe

Main Track — Graphical Models

Bayesian Modelling of Community-Based Multidimensional Trust in Participatory Sensing under Data Sparsity PDF
Matteo Venanzi, Luke Teacy, Alex Rogers, Nick Jennings
A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality PDF
Yinqing Xu, Bei Shi, Wentao Tian, Wai Lam

Main Track — Heuristic Search

Model-Based Genetic Algorithms for Algorithm Configuration PDF
Carlos Ansotegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney
ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding PDF
Eli Boyarski, Ariel Felner, Roni Stern, Guni Sharon, David Tolpin, Oded Betzalel, Eyal Shimony

Main Track — Knowledge Acquisition

AskWorld: Budget-Sensitive Query Evaluation for Knowledge-on-Demand PDF
Mehdi Samadi, Partha Talukdar, Manuela Veloso, Tom Mitchell

Main Track — Machine Learning

Active Learning from Crowds with Unsure Option PDF
Jinhong Zhong, Ke Tang, Zhi-Hua Zhou

Main Track — Natural Language Processing

Word-Error Correction of Continuous Speech Recognition Based on Normalized Relevance Distance PDF
Yohei Fusayasu, Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation PDF
Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang
User Modeling with Neural Network for Review Rating Prediction PDF
Duyu Tang, Bing Qin, Ting Liu, Yuekui Yang
Convolutional Neural Networks for Text Hashing PDF
Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao

Main Track — Ontologies

How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? PDF
Salem Benferhat, Zied Bouraoui, Karim Tabia

Main Track — Planning

Deordering and Numeric Macro Actions for Plan Repair PDF
Enrico Scala, Pietro Torasso
Simulation-Based Admissible Dominance Pruning PDF
Álvaro Torralba, Jörg Hoffmann
Polynomial-Time Reformulations of LTL Temporally Extended Goals into Final-State Goals PDF
Jorge Torres, Jorge A. Baier

Main Track — Recommender Systems

Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees PDF
Georgios Theocharous, Philip S. Thomas, Mohammad Ghavamzadeh
Exploring Implicit Hierarchical Structures for Recommender Systems PDF
Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu

Main Track — Relational Learning

Inducing Probabilistic Relational Rules from Probabilistic Examples PDF
Luc De Raedt, Anton Dries, Ingo Thon, Guy Van den Broeck, Mathias Verbeke

Main Track — Robotics and Vision

Grounding the Meaning of Words through Vision and Interactive Gameplay PDF
Natalie Parde, Adam Hair, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D. Nielsen
Learning to Interpret Natural Language Commands through Human-Robot Dialog PDF
Jesse Thomason, Shiqi Zhang, Raymond J Mooney, Peter Stone
Logic-Geometric Programming: An Optimization-Based Approach to Combined Task and Motion Planning PDF
Marc Toussaint

Main Track — Social Networks

How Robust Is the Wisdom of the Crowds? PDF
Noga Alon, Michal Feldman, Omer Lev, Moshe Tennenholtz
Uncovering the Formation of Triadic Closure in Social Networks PDF
Zhanpeng Fang, Jie Tang

Main Track — Vision and Perception

Face Clustering in Videos with Proportion Prior PDF
Zhiqiang Tang, Yifan Zhang, Zechao Li, Hanqing Lu

Main Track — Web Mining

Unsupervised Sentiment Analysis for Social Media Images PDF
Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation PDF
Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma

Artificial Intelligence and the Arts Track

Aesthetic Visual Quality Evaluation of Chinese Handwritings PDF
Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao
Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning PDF
Ning Xie, Tingting Zhao, Feng Tian, Xiao Hua Zhang, Masashi Sugiyama

Computational Sustainability Track

When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing PDF
Fei Fang, Peter Stone, Milind Tambe
On the Balance of Meter Deployment Cost and NILM Accuracy PDF
Xiaohong Hao, Bangsheng Tang, Yongcai Wang

Knowledge Representation Track

Compatible-Based Conditioning in Interval-Based Possibilistic Logic PDF
Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich
Temporal Query Answering in the Description Logic EL PDF
Stefan Borgwardt, Veronika Thost
Logic Program Termination Analysis Using Atom Sizes PDF
Marco Calautti, Sergio Greco, Cristian Molinaro, Irina Trubitsyna
Combining Existential Rules with the Power of CP-Theories PDF
Tommaso Di Noia, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari, Oana Tifrea-Marciuska
Modular Systems with Preferences PDF
Alireza Ensan, Eugenia Ternovska
Probabilistic Reasoning with Inconsistent Beliefs Using Inconsistency Measures PDF
Nico Potyka, Matthias Thimm
Execution Monitoring as Meta-Games for General Game-Playing Robots PDF
David Rajaratnam, Michael Thielscher
Membership Constraints in Formal Concept Analysis PDF
Sebastian Rudolph, Christian Sacarea, Diana Troanca
Characterization of the Expressivity of Existential Rule Queries PDF
Sebastian Rudolph, Michaël Thomazo
Characterizability in Belief Revision PDF
György Turán, Jon Yaggie
Efficiently Finding Conditional Instruments for Causal Inference PDF
Benito van der Zander, Johannes Textor, Maciej Liskiewicz

Machine Learning Track

Reinforcement Learning from Demonstration through Shaping PDF
Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé
Policy Shaping with Human Teachers PDF
Thomas Cederborg, Ishaan Grover, Charles L Isbell, Andrea L Thomaz
Model Metric Co-Learning for Time Series Classification PDF
Huanhuan Chen, Fengzhen Tang, Peter Tino, Anthony G. Cohn, Xin Yao
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information PDF
Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao
Potential Based Reward Shaping for Hierarchical Reinforcement Learning PDF
Yang Gao, Francesca Toni
Multitask Coactive Learning PDF
Robby Goetschalckx, Alan Fern, Prasad Tadepalli
Active Imitation Learning of Hierarchical Policies PDF
Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern
Multi-Task Model and Feature Joint Learning PDF
Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective PDF
Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach PDF
Siliang Tang, Fei Wu, Si Li, Weiming Lu, Zhongfei Zhang, Yueting Zhuang
Convergence of Common Proximal Methods for L1-Regularized Least Squares PDF
Shaozhe Tao, Daniel Boley, Shuzhong Zhang
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes PDF
Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan
Multi-view Self-Paced Learning for Clustering PDF
Chang Xu, Dacheng Tao, Chao Xu
Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison PDF
Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu
Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search PDF
Yan Yan, Mingkui Tan, Ivor Tsang, Yi Yang, Chengqi Zhang, Qinfeng Shi
Increasingly Cautious Optimism for Practical PAC-MDP Exploration PDF
Liangpeng Zhang, Ke Tang, Xin Yao

Best Papers from Sister Conferences Track

Near-Optimal Approximation Mechanisms for Multi-Unit Combinatorial Auctions PDF
Piotr Krysta, Orestis Telelis, Carmine Ventre
Matching and Grokking: Approaches to Personalized Crowdsourcing PDF
Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai

Invited

Activity-based Scheduling of Science Campaigns for the Rosetta Orbiter PDF
Steve Chien, Gregg Rabideau, Daniel Tran, Martina Troesch, Joshua Doubleday, Federico Nespoli, Miguel Perez Ayucar, Marc Costa Sitja, Claire Vallat, Bernhard Geiger, Nico Altobelli, Manuel Fernandez, Fran Vallejo, Rafael Andres, Michael Kueppers