Presentations and Authors


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AI and the Web

FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering PDF
Kalpa Gunaratna, Krishnaparasad Thirunarayan, Amit Sheth
Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network PDF
Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang
Leveraging Social Foci for Information Seeking in Social Media PDF
Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
Sampling Representative Users from Large Social Networks PDF
Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su
Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence PDF
Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya
RAIN: Social Role-Aware Information Diffusion PDF
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 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

Cognitive Systems

An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building PDF
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 PDF
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 PDF
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 PDF
Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld
A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences PDF
Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo
Exploring Information Asymmetry in Two-Stage Security Games PDF
Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe
Optimal Machine Strategies to Commit to in Two-Person Repeated Games PDF
Song Zuo, Pingzhong Tang

Heuristic Search and Optimization

Improved Local Search for Binary Matrix Factorization PDF
Seyed Hamid Mirisaee, Eric Gaussier, Alexandre Termier

Human-Computation and Crowd Sourcing

Crowdsourcing Complex Workflows under Budget Constraints PDF
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 PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
On Computing Explanations in Argumentation PDF
Xiuyi Fan, Francesca Toni
An Abstract View on Modularity in Knowledge Representation PDF
Yuliya Lierler, Miroslaw Truszczynski
Learning Partial Lexicographic Preference Trees over Combinatorial Domains PDF
Xudong Liu, Miroslaw Truszczynski
Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation PDF
Claudia Schulz, Francesca Toni
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes
A Logic for Reasoning About Game Strategies PDF
Dongmo Zhang, Michael Thielscher

Machine Learning Applications

Content-Aware Point of Interest Recommendation on Location-Based Social Networks PDF
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
Learning Hybrid Models with Guarded Transitions PDF
Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster
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
Large-Margin Multi-Label Causal Feature Learning PDF
Chang Xu, Dacheng Tao, Chao Xu

Multiagent Systems

Elections with Few Voters: Candidate Control Can Be Easy PDF
Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
Generalization Analysis for Game-Theoretic Machine Learning PDF
Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhi-Ming Ma, Tie-Yan Liu

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
Learning Greedy Policies for the Easy-First Framework PDF
Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli
Ordering-Sensitive and Semantic-Aware Topic Modeling PDF
Min Yang, Tianyi Cui, Wenting Tu

NLP and Text Mining

Generating Event Causality Hypotheses through Semantic Relations PDF
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh
Learning to Recommend Quotes for Writing PDF
Jiwei Tan, Xiaojun Wan, Jianguo Xiao

Novel Machine Learning Algorithms

Budgeted Prediction with Expert Advice PDF
Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak Turaga
Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment PDF
Haitham Bou Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor
Policy Tree: Adaptive Representation for Policy Gradient PDF
Ujjwal Das Gupta, Erik Talvitie, Michael Bowling
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification PDF
Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen
Large Margin Metric Learning for Multi-Label Prediction PDF
Weiwei Liu, Ivor W Tsang
V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands PDF
David Martínez, Guillem Alenyà, Carme Torras
Tensor-Variate Restricted Boltzmann Machines PDF
Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
Agnostic System Identification for Monte Carlo Planning PDF
Erik Talvitie
Optimizing the CVaR via Sampling PDF
Aviv Tamar, Yonatan Glassner, Shie Mannor
High-Confidence Off-Policy Evaluation PDF
Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh

Planning and Scheduling

Factored MCTS for Large Scale Stochastic Planning PDF
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli
Preference Planning for Markov Decision Processes PDF
Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang
Improving Exploration in UCT Using Local Manifolds PDF
Sriram Srinivasan, Erik Talvitie, Michael Bowling

Reasoning under Uncertainty

Recovering Causal Effects from Selection Bias PDF
Elias Bareinboim, Jin Tian
Lifting Model Sampling for General Game Playing to Incomplete-Information Models PDF
Michael Schofield, Michael Thielscher
Hierarchical Monte-Carlo Planning PDF
Ngo Anh Vien, Marc Toussaint

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

The Extendable-Triple Property: A New CSP Tractable Class beyond BTP PDF
Philippe Jégou, Cyril Terrioux

Vision

A Local Sparse Model for Matching Problem PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Surpassing Human-Level Face Verification Performance on LFW with GaussianFace PDF
Chaochao Lu, Xiaoou Tang
Robust Subspace Clustering via Thresholding Ridge Regression PDF
Xi Peng, Zhang Yi, Huajin Tang
Deep Representation Learning with Target Coding PDF
Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang

Senior Member Papers

Blended Planning and Acting: Preliminary Approach, Research Challenges PDF
Dana S. Nau, Malik Ghallab, Paolo Traverso
Towards User-Adaptive Information Visualization PDF
Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé

Student Abstracts

Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) PDF
Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
"Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning PDF
Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen
Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? PDF
Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam
Multimedia Data for the Visually Impaired PDF
Niket Tandon, Shekhar Sharma, Tanima Makkad
Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus PDF
Wenting Tu, David Cheung, Nikos Mamoulis
Time-Sensitive Opinion Mining for Prediction PDF
Wenting Tu, David Cheung, Nikos Mamoulis

Demonstrations

Towards Cognitive Automation of Data Science PDF
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 PDF
Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang

Virtual Agent Demonstrations

SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications PDF
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) PDF
Stefan Edelkamp, Peter Kissmann, Alvaro Torralba


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