Main Track — Agent and Multiagent Systems
| An Adaptive Computational Model for Personalized Persuasion | |
| Yilin Kang, Ah-Hwee Tan, Chunyan Miao |
| Exchange of Indivisible Objects with Asymmetry | |
| Zhaohong Sun, Hideaki Hata, Taiki Todo, Makoto Yokoo |
| Optimal Auctions for Partially Rational Bidders | |
| Zihe Wang, Pingzhong Tang |
Main Track — Artificial Intelligence and Social Sciences
| Context-Independent Claim Detection for Argument Mining | |
| Marco Lippi, Paolo Torroni |
Main Track — Auctions and Market-Based Systems
| Mechanism Design and Implementation for Lung Exchange | |
| Suiqian Luo, Pingzhong Tang |
Main Track — Constraint Optimization
| Finding Diverse Solutions of High Quality to Constraint Optimization Problems | |
| Thierry Petit, Andrew C. Trapp |
Main Track — Constraints, Satisfiability, and Search
| Compiling Constraint Networks into Multivalued Decomposable Decision Graphs | |
| Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas |
| Multi-Pass High-Level Presolving | |
| Kevin Leo, Guido Tack |
| Efficient Algorithms with Performance Guarantees for the Stochastic Multiple-Choice Knapsack Problem | |
| Long Tran-Thanh, Yingce Xia, Tao Qin, Nicholas R Jennings |
Main Track — Distributed Search/CSP/Optimization
| Max-Sum Goes Private | |
| Tamir Tassa, Roie Zivan, Tal Grinshpoun |
Main Track — Game Theory
| Welfare Maximization in Fractional Hedonic Games | |
| Haris Aziz, Serge Gaspers, Joachim Gudmundsson, Julian Mestre, Hanjo Taubig |
| Equilibrium Refinement through Negotiation in Binary Voting | |
| Umberto Grandi, Davide Grossi, Paolo Turrini |
| Solving Heads-Up Limit Texas Hold'em | |
| Oskari Tammelin, Neil Burch, Michael Johanson, Michael Bowling |
| Envy-Free Sponsored Search Auctions with Budgets | |
| Bo Tang, Jinshan Zhang |
| Security Games with Information Leakage: Modeling and Computation | |
| 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 | |
| Matteo Venanzi, Luke Teacy, Alex Rogers, Nick Jennings |
| A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality | |
| Yinqing Xu, Bei Shi, Wentao Tian, Wai Lam |
Main Track — Heuristic Search
| Model-Based Genetic Algorithms for Algorithm Configuration | |
| Carlos Ansotegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney |
| ICBS: Improved Conflict-Based Search Algorithm for Multi-Agent Pathfinding | |
| 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 | |
| Mehdi Samadi, Partha Talukdar, Manuela Veloso, Tom Mitchell |
Main Track — Machine Learning
| Active Learning from Crowds with Unsure Option | |
| Jinhong Zhong, Ke Tang, Zhi-Hua Zhou |
Main Track — Natural Language Processing
| Word-Error Correction of Continuous Speech Recognition Based on Normalized Relevance Distance | |
| Yohei Fusayasu, Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki |
| Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation | |
| Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang |
| User Modeling with Neural Network for Review Rating Prediction | |
| Duyu Tang, Bing Qin, Ting Liu, Yuekui Yang |
| Convolutional Neural Networks for Text Hashing | |
| 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? | |
| Salem Benferhat, Zied Bouraoui, Karim Tabia |
Main Track — Planning
| Deordering and Numeric Macro Actions for Plan Repair | |
| Enrico Scala, Pietro Torasso |
| Simulation-Based Admissible Dominance Pruning | |
| Álvaro Torralba, Jörg Hoffmann |
| Polynomial-Time Reformulations of LTL Temporally Extended Goals into Final-State Goals | |
| Jorge Torres, Jorge A. Baier |
Main Track — Recommender Systems
| Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees | |
| Georgios Theocharous, Philip S. Thomas, Mohammad Ghavamzadeh |
| Exploring Implicit Hierarchical Structures for Recommender Systems | |
| Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu |
Main Track — Relational Learning
| Inducing Probabilistic Relational Rules from Probabilistic Examples | |
| 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 | |
| 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 | |
| Jesse Thomason, Shiqi Zhang, Raymond J Mooney, Peter Stone |
| Logic-Geometric Programming: An Optimization-Based Approach to Combined Task and Motion Planning | |
| Marc Toussaint |
Main Track — Social Networks
| How Robust Is the Wisdom of the Crowds? | |
| Noga Alon, Michal Feldman, Omer Lev, Moshe Tennenholtz |
| Uncovering the Formation of Triadic Closure in Social Networks | |
| Zhanpeng Fang, Jie Tang |
Main Track — Vision and Perception
| Face Clustering in Videos with Proportion Prior | |
| Zhiqiang Tang, Yifan Zhang, Zechao Li, Hanqing Lu |
Main Track — Web Mining
| Unsupervised Sentiment Analysis for Social Media Images | |
| 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 | |
| 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 | |
| Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao |
| Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning | |
| 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 | |
| Fei Fang, Peter Stone, Milind Tambe |
| On the Balance of Meter Deployment Cost and NILM Accuracy | |
| Xiaohong Hao, Bangsheng Tang, Yongcai Wang |
Knowledge Representation Track
| Compatible-Based Conditioning in Interval-Based Possibilistic Logic | |
| Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich |
| Temporal Query Answering in the Description Logic EL | |
| Stefan Borgwardt, Veronika Thost |
| Logic Program Termination Analysis Using Atom Sizes | |
| Marco Calautti, Sergio Greco, Cristian Molinaro, Irina Trubitsyna |
| Combining Existential Rules with the Power of CP-Theories | |
| Tommaso Di Noia, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari, Oana Tifrea-Marciuska |
| Modular Systems with Preferences | |
| Alireza Ensan, Eugenia Ternovska |
| Probabilistic Reasoning with Inconsistent Beliefs Using Inconsistency Measures | |
| Nico Potyka, Matthias Thimm |
| Execution Monitoring as Meta-Games for General Game-Playing Robots | |
| David Rajaratnam, Michael Thielscher |
| Membership Constraints in Formal Concept Analysis | |
| Sebastian Rudolph, Christian Sacarea, Diana Troanca |
| Characterization of the Expressivity of Existential Rule Queries | |
| Sebastian Rudolph, Michaël Thomazo |
| Characterizability in Belief Revision | |
| György Turán, Jon Yaggie |
| Efficiently Finding Conditional Instruments for Causal Inference | |
| Benito van der Zander, Johannes Textor, Maciej Liskiewicz |
Machine Learning Track
| Reinforcement Learning from Demonstration through Shaping | |
| Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé |
| Policy Shaping with Human Teachers | |
| Thomas Cederborg, Ishaan Grover, Charles L Isbell, Andrea L Thomaz |
| Model Metric Co-Learning for Time Series Classification | |
| Huanhuan Chen, Fengzhen Tang, Peter Tino, Anthony G. Cohn, Xin Yao |
| Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information | |
| Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao |
| Potential Based Reward Shaping for Hierarchical Reinforcement Learning | |
| Yang Gao, Francesca Toni |
| Multitask Coactive Learning | |
| Robby Goetschalckx, Alan Fern, Prasad Tadepalli |
| Active Imitation Learning of Hierarchical Policies | |
| Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern |
| Multi-Task Model and Feature Joint Learning | |
| Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao |
| Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective | |
| Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen |
| Sketch the Storyline with CHARCOAL: A Non-Parametric Approach | |
| Siliang Tang, Fei Wu, Si Li, Weiming Lu, Zhongfei Zhang, Yueting Zhuang |
| Convergence of Common Proximal Methods for L1-Regularized Least Squares | |
| Shaozhe Tao, Daniel Boley, Shuzhong Zhang |
| Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes | |
| Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan |
| Multi-view Self-Paced Learning for Clustering | |
| Chang Xu, Dacheng Tao, Chao Xu |
| Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison | |
| Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu |
| Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search | |
| Yan Yan, Mingkui Tan, Ivor Tsang, Yi Yang, Chengqi Zhang, Qinfeng Shi |
| Increasingly Cautious Optimism for Practical PAC-MDP Exploration | |
| Liangpeng Zhang, Ke Tang, Xin Yao |
Best Papers from Sister Conferences Track
| Near-Optimal Approximation Mechanisms for Multi-Unit Combinatorial Auctions | |
| Piotr Krysta, Orestis Telelis, Carmine Ventre |
| Matching and Grokking: Approaches to Personalized Crowdsourcing | |
| Peter Organisciak, Jaime Teevan, Susan Dumais, Robert C. Miller, Adam Tauman Kalai |
Invited
| Activity-based Scheduling of Science Campaigns for the Rosetta Orbiter | |
| 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 |