AI and the Web
| FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering | |
| Kalpa Gunaratna, Krishnaparasad Thirunarayan, Amit Sheth |
| Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network | |
| Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang |
| Leveraging Social Foci for Information Seeking in Social Media | |
| Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu |
| Sampling Representative Users from Large Social Networks | |
| Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su |
| Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence | |
| Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
| RAIN: Social Role-Aware Information Diffusion | |
| Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang |
Applications
| Efficient Computation of Semivalues for Game-Theoretic Network Centrality | |
| Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge |
| Embedded Unsupervised Feature Selection | |
| Suhang Wang, Jiliang Tang, Huan Liu |
Cognitive Systems
| An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building | |
| Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li |
Computational Sustainability and AI
| Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa | |
| Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes |
| HVAC-Aware Occupancy Scheduling | |
| BoonPing Lim, Menkes van den Briel, Sylvie Thiebaux, Scott Backhaus, Russell Bent |
Game Theory and Economic Paradigms
| Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies | |
| Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld |
| A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences | |
| Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| Exploring Information Asymmetry in Two-Stage Security Games | |
| Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe |
| Optimal Machine Strategies to Commit to in Two-Person Repeated Games | |
| Song Zuo, Pingzhong Tang |
Heuristic Search and Optimization
| Improved Local Search for Binary Matrix Factorization | |
| Seyed Hamid Mirisaee, Eric Gaussier, Alexandre Termier |
Human-Computation and Crowd Sourcing
| Crowdsourcing Complex Workflows under Budget Constraints | |
| Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings |
Knowledge Representation and Reasoning
| Exploiting Parallelism for Hard Problems in Abstract Argumentation | |
| Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou |
| On Computing Explanations in Argumentation | |
| Xiuyi Fan, Francesca Toni |
| An Abstract View on Modularity in Knowledge Representation | |
| Yuliya Lierler, Miroslaw Truszczynski |
| Learning Partial Lexicographic Preference Trees over Combinatorial Domains | |
| Xudong Liu, Miroslaw Truszczynski |
| Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation | |
| Claudia Schulz, Francesca Toni |
| A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding | |
| Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes |
| A Logic for Reasoning About Game Strategies | |
| Dongmo Zhang, Michael Thielscher |
Machine Learning Applications
| Content-Aware Point of Interest Recommendation on Location-Based Social Networks | |
| Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu |
| Learning Hybrid Models with Guarded Transitions | |
| Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster |
| Modeling Status Theory in Trust Prediction | |
| Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai |
| Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification | |
| Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang |
| Large-Margin Multi-Label Causal Feature Learning | |
| Chang Xu, Dacheng Tao, Chao Xu |
Multiagent Systems
| Elections with Few Voters: Candidate Control Can Be Easy | |
| Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon |
| Generalization Analysis for Game-Theoretic Machine Learning | |
| Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu |
NLP and Machine Learning
| Never-Ending Learning | |
| 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 |
| Learning Greedy Policies for the Easy-First Framework | |
| Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli |
| Ordering-Sensitive and Semantic-Aware Topic Modeling | |
| Min Yang, Tianyi Cui, Wenting Tu |
NLP and Text Mining
| Generating Event Causality Hypotheses through Semantic Relations | |
| Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh |
| Learning to Recommend Quotes for Writing | |
| Jiwei Tan, Xiaojun Wan, Jianguo Xiao |
Novel Machine Learning Algorithms
| Budgeted Prediction with Expert Advice | |
| Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak Turaga |
| Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment | |
| Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor |
| Policy Tree: Adaptive Representation for Policy Gradient | |
| Ujjwal Das Gupta, Erik Talvitie, Michael Bowling |
| Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification | |
| Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen |
| Large Margin Metric Learning for Multi-Label Prediction | |
| Weiwei Liu, Ivor W Tsang |
| V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands | |
| David Martínez, Guillem Alenyà, Carme Torras |
| Tensor-Variate Restricted Boltzmann Machines | |
| Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh |
| Agnostic System Identification for Monte Carlo Planning | |
| Erik Talvitie |
| Optimizing the CVaR via Sampling | |
| Aviv Tamar, Yonatan Glassner, Shie Mannor |
| High-Confidence Off-Policy Evaluation | |
| Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh |
Planning and Scheduling
| Factored MCTS for Large Scale Stochastic Planning | |
| Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
| Preference Planning for Markov Decision Processes | |
| Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang |
| Improving Exploration in UCT Using Local Manifolds | |
| Sriram Srinivasan, Erik Talvitie, Michael Bowling |
Reasoning under Uncertainty
| Recovering Causal Effects from Selection Bias | |
| Elias Bareinboim, Jin Tian |
| Lifting Model Sampling for General Game Playing to Incomplete-Information Models | |
| Michael Schofield, Michael Thielscher |
| Hierarchical Monte-Carlo Planning | |
| Ngo Anh Vien, Marc Toussaint |
Robotics
| Spatio-Spectral Exploration Combining In Situ and Remote Measurements | |
| David Ray Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Ravi Kiran |
Search and Constraint Satisfaction
| The Extendable-Triple Property: A New CSP Tractable Class beyond BTP | |
| Philippe Jégou, Cyril Terrioux |
Vision
| A Local Sparse Model for Matching Problem | |
| Bo Jiang, Jin Tang, Chris Ding, Bin Luo |
| Surpassing Human-Level Face Verification Performance on LFW with GaussianFace | |
| Chaochao Lu, Xiaoou Tang |
| Robust Subspace Clustering via Thresholding Ridge Regression | |
| Xi Peng, Zhang Yi, Huajin Tang |
| Deep Representation Learning with Target Coding | |
| Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang |
Senior Member Papers
| Blended Planning and Acting: Preliminary Approach, Research Challenges | |
| Dana S. Nau, Malik Ghallab, Paolo Traverso |
| Towards User-Adaptive Information Visualization | |
| Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé |
Student Abstracts
| Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) | |
| Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe |
| "Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning | |
| Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen |
| Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? | |
| Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam |
| Multimedia Data for the Visually Impaired | |
| Niket Tandon, Shekhar Sharma, Tanima Makkad |
| Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus | |
| Wenting Tu, David Cheung, Nikos Mamoulis |
| Time-Sensitive Opinion Mining for Prediction | |
| Wenting Tu, David Cheung, Nikos Mamoulis |
Demonstrations
| Towards Cognitive Automation of Data Science | |
| Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga |
| Crowd Motion Monitoring with Thermodynamics-Inspired Feature | |
| Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang |
Virtual Agent Demonstrations
| SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications | |
| Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margo Lhommet, Gale Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David Traum, Albert Rizzo |
What's Hot Abstracts
| BDDs Strike Back (in AI Planning) | |
| Stefan Edelkamp, Peter Kissmann, Alvaro Torralba |
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