Presentations and Authors


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Track:
 

Main Track: AI and the Web

Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
Improving Context and Category Matching for Entity Search PDF
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
Machine Translation with Real-Time Web Search PDF
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
Influence Maximization with Novelty Decay in Social Networks PDF
Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang
User Group Oriented Temporal Dynamics Exploration PDF
Zhiting Hu, Junjie Yao, Bin Cui
Combining Heterogenous Social and Geographical Information for Event Recommendation PDF
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
Mapping Users across Networks by Manifold Alignment on Hypergraph PDF
Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems PDF
Beidou Wang, Martin Ester, Jiajun Bu, Deng Cai
Recommendation by Mining Multiple User Behaviors with Group Sparsity PDF
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu

Main Track: Applications

Where and Why Users "Check In" PDF
Yoon-Sik Cho, Greg Ver Steeg, Aram Galstyan
How Do Your Friends on Social Media Disclose Your Emotions? PDF
Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, Jie Tang

Main Track: Cognitive Modeling

The Importance of Cognition and Affect for Artificially Intelligent Decision Makers PDF
Celso M. de Melo, Jonathan Gratch, Peter J. Carnevale

Main Track: Cognitive Systems

Large-Scale Analogical Reasoning PDF
Vinay K. Chaudhri, Stijn J. Heymans, Adam Overholtzer, Aaron Spaulding, Michael Wessel
Learning Compositional Sparse Models of Bimodal Percepts PDF
Suren Kumar, Vikas Dhiman, Jason J. Corso

Main Track: Computational Sustainability and AI

Effective Management of Electric Vehicle Storage Using Smart Charging PDF
Konstantina Valogianni, Wolfgang Ketter, John Collins, Dmitry Zhdanov

Main Track: Game Theory and Economic Paradigms

The Fisher Market Game: Equilibrium and Welfare PDF
Simina Brânzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Søren Kristoffer Stiil Frederiksen, Jie Zhang
Biased Games PDF
Ioannis Caragiannis, David Kurokawa, Ariel D. Procaccia
Modal Ranking: A Uniquely Robust Voting Rule PDF
Ioannis Caragiannis, Ariel D. Procaccia, Nisarg Shah
Mechanism Design for Scheduling with Uncertain Execution Time PDF
Vincent Conitzer, Angelina Vidali
On the Axiomatic Characterization of Runoff Voting Rules PDF
Rupert Freeman, Markus Brill, Vincent Conitzer
Mechanism Design for Mobile Geo-Location Advertising PDF
Nicola Gatti, Marco Rocco, Sofia Ceppi, Enrico H. Gerding
Beat the Cheater: Computing Game-Theoretic Strategies for When to Kick a Gambler out of a Casino PDF
Troels Bjerre Sørensen, Melissa Dalis, Joshua Letchford, Dmytro Korzhyk, Vincent Conitzer
A Strategy-Proof Online Auction with Time Discounting Values PDF
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen

Main Track: Heuristic Search and Optimization

Parallel Restarted Search PDF
Andre Cire, Serdar Kadioglu, Meinolf Sellmann
Sparse Learning for Stochastic Composite Optimization PDF
Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He

Main Track: Knowledge Representation and Reasoning

Managing Change in Graph-Structured Data Using Description Logics PDF
Shqiponja Ahmetaj, Diego Calvanese, Magdalena Ortiz, Mantas Simkus
The Computational Complexity of Structure-Based Causality PDF
Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii
Capturing Relational Schemas and Functional Dependencies in RDFS PDF
Diego Calvanese, Wolfgang Fischl, Reinhard Pichler, Emanuel Sallinger, Mantas Simkus
Exploring the Boundaries of Decidable Verification of Non-Terminating Golog Programs PDF
Jens Classen, Martin Liebenberg, Gerhard Lakemeyer, Benjamin Zarriess
Data Quality in Ontology-based Data Access: The Case of Consistency PDF
Marco Console, Maurizio Lenzerini
Datalog Rewritability of Disjunctive Datalog Programs and its Applications to Ontology Reasoning PDF
Mark Kaminski, Yavor Nenov, Bernardo Cuenca Grau
Knowledge Graph Embedding by Translating on Hyperplanes PDF
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
Pay-As-You-Go OWL Query Answering Using a Triple Store PDF
Yujiao Zhou, Yavor Nenov, Bernardo Cuenca Grau, Ian Horrocks

Main Track: Machine Learning Applications

A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure PDF
M. Hidayath Ansari, Michael H. Coen, Barbara B Bendlin, Mark A Sager, Sterling C Johnson
A Convex Formulation for Semi-Supervised Multi-Label Feature Selection PDF
Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
Predicting Postoperative Atrial Fibrillation from Independent ECG Components PDF
Chih-Chun Chia, James Blum, Zahi Karam, Satinder Singh, Zeeshan Syed
On the Challenges of Physical Implementations of RBMs PDF
Vincent Dumoulin, Ian J Goodfellow, Aaron Courville, Yoshua Bengio
Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure PDF
Shenghua Liu, Xueqi Cheng, Fangtao Li
Generalized Higher-Order Tensor Decomposition via Parallel ADMM PDF
Fanhua Shang, Yuanyuan Liu, James Cheng
Learning Deep Representations for Graph Clustering PDF
Fei Tian, Bin Gao, Qing Cui, Enhong Chen, Tie-Yan Liu
Agent Behavior Prediction and Its Generalization Analysis PDF
Fei Tian, Haifang Li, Wei Chen, Tao Qin, Enhong Chen, Tie-Yan Liu
Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model PDF
Byron C Wallace, Issa J Dahabreh, Thomas A Trikalinos, Michael Barton Laws, Ira Wilson, Eugene Charniak

Main Track: Multiagent Systems

Prices Matter for the Parameterized Complexity of Shift Bribery PDF
Robert Bredereck, Jiehua Chen, Piotr Faliszewski, André Nichterlein, Rolf Niedermeier
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains PDF
Haifeng Xu, Fei Fang, Albert Xin Jiang, Vincent Conitzer, Shaddin Dughmi, Milind Tambe

Main Track: NLP and Knowledge Representation

SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis PDF
Erik Cambria, Daniel Olsher, Dheeraj Rajagopal

Main Track: NLP and Machine Learning

Collaborative Models for Referring Expression Generation in Situated Dialogue PDF
Rui Fang, Malcolm Doering, Joyce Y. Chai
Learning Word Representation Considering Proximity and Ambiguity PDF
Lin Qiu, Yong Cao, Zaiqing Nie, Yong Yu, Yong Rui

Main Track: NLP and Text Mining

Chinese Overt Pronoun Resolution: A Bilingual Approach PDF
Chen Chen, Vincent Ng
Chinese Zero Pronoun Resolution: An Unsupervised Approach Combining Ranking and Integer Linear Programming PDF
Chen Chen, Vincent Ng
Extracting Keyphrases from Research Papers Using Citation Networks PDF
Sujatha Das Gollapalli, Cornelia Caragea

Main Track: Novel Machine Learning Algorithms

Active Learning with Model Selection PDF
Alnur Ali, Rich Caruana, Ashish Kapoor
Manifold Spanning Graphs PDF
CJ Carey, Sridhar Mahadevan
LASS: A Simple Assignment Model with Laplacian Smoothing PDF
Miguel Angel Carreira-Perpinan, Weiran Wang
Distribution-Aware Sampling and Weighted Model Counting for SAT PDF
Supratik Chakraborty, Daniel J. Fremont, Kuldeep S. Meel, Sanjit A. Seshia, Moshe Y. Vardi
Dynamic Bayesian Probabilistic Matrix Factorization PDF
Sotirios Chatzis
Echo-State Conditional Restricted Boltzmann Machines PDF
Sotirios Chatzis
A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation PDF
Dongdong Chen, Jian Cheng Lv, Zhang Yi
Dropout Training for Support Vector Machines PDF
Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang
Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process PDF
Patrick Dallaire, Philippe Giguère, Brahim Chaib-draa
Deep Modeling of Group Preferences for Group-Based Recommendation PDF
Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers PDF
Matt Kusner, Wenlin Chen, Quan Zhou, Zhixiang (Eddie) Xu, Kilian Weinberger, Yixin Chen
Scalable Sparse Covariance Estimation via Self-Concordance PDF
Anastasios Kyrillidis, Rabeeh Karimi Mahabadi, Quoc Tran Dinh, Volkan Cevher
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network PDF
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
Bagging by Design (on the Suboptimality of Bagging) PDF
Periklis Papakonstantinou, Jia Xu, Zhu Cao
Anytime Active Learning PDF
Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View PDF
Nguyen Xuan Vinh, Jeffrey Chan, James Bailey
The Role of Dimensionality Reduction in Classification PDF
Weiran Wang, Miguel Angel Carreira-Perpinan

Main Track: Planning and Scheduling

Using Timed Game Automata to Synthesize Execution Strategies for Simple Temporal Networks with Uncertainty PDF
Alessandro Cimatti, Luke Hunsberger, Andrea Micheli, Marco Roveri
Scheduling for Transfers in Pickup and Delivery Problems with Very Large Neighborhood Search PDF
Brian Coltin, Manuela Veloso
Delivering Guaranteed Display Ads under Reach and Frequency Requirements PDF
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang

Main Track: Reasoning under Uncertainty

Testable Implications of Linear Structural Equation Models PDF
Bryant Chen, Jin Tian, Judea Pearl
Finding the k-best Equivalence Classes of Bayesian Network Structures for Model Averaging PDF
Yetian Chen, Jin Tian

Main Track: Robotics

GP-Localize: Persistent Mobile Robot Localization Using Online Sparse Gaussian Process Observation Model PDF
Nuo Xu, Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Baris Ozgul

Main Track: Search and Constraint Satisfaction

Tailoring Local Search for Partial MaxSAT PDF
Shaowei Cai, Chuan Luo, John Thornton, Kaile Su
Q-Intersection Algorithms for Constraint-Based Robust Parameter Estimation PDF
Clement Carbonnel, Gilles Trombettoni, Philippe Vismara, Gilles Chabert
Double Configuration Checking in Stochastic Local Search for Satisfiability PDF
Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su

Main Track: Vision

Grounding Acoustic Echoes in Single View Geometry Estimation PDF
Muhammad Wajahat Hussain, Javier Civera, Luis Montano
Deep Salience: Visual Salience Modeling via Deep Belief Propagation PDF
Richard Jiang, Danny Crookes
Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition PDF
Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao
Sub-Selective Quantization for Large-Scale Image Search PDF
Yeqing Li, Chen Chen, Wei Liu, Junzhou Huang
Latent Domains Modeling for Visual Domain Adaptation PDF
Caiming Xiong, Scott McCloskey, Shao-Hang Hsieh, Jason J. Corso

Doctoral Consortium

Analogy Tutor: A Tutoring System for Promoting Conceptual Learning via Comparison PDF
Maria de los Angeles Chang

Student Abstracts

A Knowledge Representation that Models Memory in Narrative Comprehension PDF
Rogelio Enrique Cardona-Rivera, Robert Michael Young
Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items PDF
Peng Cheng, Jeng-Shyang Pan
Semantical Clustering of Morphologically Related Chinese Words PDF
Chia-Ling Lee, Ya-Ning Chang, Chao-Lin Liu, Chia-Ying Lee, Jane Yung-jen Hsu
Event Recommendation in Event-Based Social Networks PDF
Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang
Data Clustering by Laplacian Regularized L1-Graph PDF
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S Huang


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