Presentations and Authors

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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
Machine Translation with Real-Time Web Search PDF
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
Online Social Spammer Detection PDF
Xia Hu, Jiliang Tang, Huan Liu
How Long Will It Take? Accurate Prediction of Ontology Reasoning Performance PDF
Yong-Bin Kang, Jeff Z. Pan, Shonali Krishnaswamy, Wudhichart Sawangphol, Yuan-Fang Li
Towards Scalable Exploration of Diagnoses in an Ontology Stream PDF
Freddy Lecue
ARIA: Asymmetry Resistant Instance Alignment PDF
Sanghoon Lee, Seung-won Hwang
Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes PDF
Liangda Li, Hongyuan Zha
Fraudulent Support Telephone Number Identification Based on Co-Occurrence Information on the Web PDF
Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma
Compact Aspect Embedding for Diversified Query Expansions PDF
Xiaohua Liu, Arbi Bouchoucha, Alessandro Sordoni, Jian-Yun Nie
Source Free Transfer Learning for Text Classification PDF
Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis PDF
Zhigang Wang, Juanzi Li, Shuangjie Li, Mingyang Li, Jie Tang, Kuo Zhang, Kun Zhang
Recommendation by Mining Multiple User Behaviors with Group Sparsity PDF
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu
Trust Prediction with Propagation and Similarity Regularization PDF
Xiaoming Zheng, Yan Wang, Mehmet A. Orgun, Youliang Zhong, Guanfeng Liu

Main Track: Applications

A Machine Learning Approach to Musically Meaningful Homogeneous Style Classification PDF
William Herlands, Ricky Der, Yoel Greenberg, Simon Levin
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
Forecasting Potential Diabetes Complications PDF
Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, Juanzi Li
k-CoRating: Filling Up Data to Obtain Privacy and Utility PDF
Feng Zhang, Victor E. Lee, Ruoming Jin

Main Track: Cognitive Systems

Learning Goal-Oriented Hierarchical Tasks from Situated Interactive Instruction PDF
Shiwali Mohan, John Laird
Social Planning: Achieving Goals by Altering Others' Mental States PDF
Chris Pearce, Ben Meadows, Pat Langley, Mike Barley

Main Track: Computational Sustainability and AI

Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field PDF
James Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
A Region-Based Model for Estimating Urban Air Pollution PDF
Arnaud Jutzeler, Jason Jingshi Li, Boi Faltings
Spatial Scan for Disease Mapping on a Mobile Population PDF
Liang Lan, Vuk Malbasa, Slobodan Vucetic
Challenges in Materials Discovery – Synthetic Generator and Real Datasets PDF
Ronan Le Bras, Richard Bernstein, John M Gregoire, Santosh K Suram, Carla P Gomes, Bart Selman, R. Bruce van Dover
Modeling and Mining Spatiotemporal Patterns of Infection Risk from Heterogeneous Data for Active Surveillance Planning PDF
Bo Yang, Hua Guo, Yi Yang, Benyun Shi, Xiaonong Zhou, Jiming Liu

Main Track: Game Theory and Economic Paradigms

On Detecting Nearly Structured Preference Profiles PDF
Edith Elkind, Martin Lackner
Voting with Rank Dependent Scoring Rules PDF
Judy Goldsmith, Jérôme Lang, Nicholas Mattei, Patrice Perny
Incomplete Preferences in Single-Peaked Electorates PDF
Martin Lackner
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
Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium PDF
Yingce Xia, Tao Qin, Nenghai Yu, Tie-Yan Liu

Main Track: Human-Computation and Crowd Sourcing

Signals in the Silence: Models of Implicit Feedback in a Recommendation System for Crowdsourcing PDF
Christopher H Lin, Ece Kamar, Eric Horvitz

Main Track: Humans and AI

A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback PDF
Robert Tyler Loftin, James MacGlashan, Bei Peng, Matthew E. Taylor, Michael L. Littman, Jeff Huang, David L. Roberts
Role-Aware Conformity Modeling and Analysis in Social Networks PDF
Jing Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, Juanzi Li

Main Track: Knowledge Representation and Reasoning

PREGO: An Action Language for Belief-Based Cognitive Robotics in Continuous Domains PDF
Vaishak Belle, Hector Levesque
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
A Parameterized Complexity Analysis of Generalized CP-Nets PDF
Martin Kronegger, Martin Lackner, Andreas Pfandler, Reinhard Pichler
Abduction Framework for Repairing Incomplete EL Ontologies: Complexity Results and Algorithms PDF
Fang Wei-Kleiner, Zlatan Dragisic, Patrick Lambrix

Main Track: Machine Learning Applications

SOML: Sparse Online Metric Learning with Application to Image Retrieval PDF
Xingyu Gao, Steven C.H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
Calibration-Free BCI Based Control PDF
Jonathan Grizou, Iñaki Iturrate, Luis Montesano, Pierre-Yves Oudeyer, Manuel Lopes
Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure PDF
Shenghua Liu, Xueqi Cheng, Fangtao Li
Automatic Construction and Natural-Language Description of Nonparametric Regression Models PDF
James Robert Lloyd, David Duvenaud, Roger Grosse, Joshua Tenenbaum, Zoubin Ghahramani
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization PDF
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Direct Semantic Analysis for Social Image Classification PDF
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
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
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks PDF
Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu

Main Track: Multiagent Systems

Robust Winners and Winner Determination Policies under Candidate Uncertainty PDF
Craig Boutilier, Jérôme Lang, Joel Oren, Héctor Palacios
On Computing Optimal Strategies in Open List Proportional Representation: The Two Parties Case PDF
Ning Ding, Fangzhen Lin
Internally Stable Matchings and Exchanges PDF
Yicheng Liu, Pingzhong Tang, Wenyi Fang
Congestion Games for V2G-Enabled EV Charging PDF
Benny Lutati, Vadim Levit, Tal Grinshpoun, Amnon Meisels
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs PDF
Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
Online (Budgeted) Social Choice PDF
Joel Oren, Brendan Lucier

Main Track: NLP and Knowledge Representation

Joint Morphological Generation and Syntactic Linearization PDF
Linfeng Song, Yue Zhang, Kai Song, Qun Liu

Main Track: NLP and Machine Learning

Unsupervised Alignment of Natural Language Instructions with Video Segments PDF
Iftekhar Naim, Young Chol Song, Qiguang Liu, Henry Kautz, Jiebo Luo, Daniel Gildea

Main Track: NLP and Text Mining

SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis PDF
Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang
Lifetime Lexical Variation in Social Media PDF
Lizi Liao, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim
Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space PDF
Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

Main Track: Novel Machine Learning Algorithms

A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation PDF
Dongdong Chen, Jian Cheng Lv, Zhang Yi
Adaptation-Guided Case Base Maintenance PDF
Vahid Jalali, David Leake
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning PDF
Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang
Constructing Symbolic Representations for High-Level Planning PDF
George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez
Wormhole Hamiltonian Monte Carlo PDF
Shiwei Lan, Jeffrey Streets, Babak Shahbaba
Manifold Learning for Jointly Modeling Topic and Visualization PDF
Tuan M. V. Le, Hady W. Lauw
Partial Multi-View Clustering PDF
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
Sample-adaptive Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network PDF
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning PDF
Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou
Robust Non-Negative Dictionary Learning PDF
Qihe Pan, Deguang Kong, Chris Ding, Bin Luo
Locality Preserving Projection for Domain Adaptation with Multi-Objective Learning PDF
Le Shu, Tianyang Ma, Longin Jan Latecki
Supervised Hashing for Image Retrieval via Image Representation Learning PDF
Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization PDF
Dongqing Zhang, Wu-Jun Li
Novel Density-Based Clustering Algorithms for Uncertain Data PDF
Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise PDF
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni

Main Track: Planning and Scheduling

Symbolic Domain Predictive Control PDF
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel

Main Track: Reasoning under Uncertainty

An Adversarial Interpretation of Information-Theoretic Bounded Rationality PDF
Pedro A. Ortega, Daniel D. Lee
Point-Based POMDP Solving with Factored Value Function Approximation PDF
Tiago Veiga, Matthijs Spaan, Pedro Lima

Main Track: Robotics

Optimal and Efficient Stochastic Motion Planning in Partially-Known Environments PDF
Ryan J Luna, Morteza Lahijanian, Mark Moll, Lydia E Kavraki
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
An Experimentally Efficient Method for (MSS,CoMSS) Partitioning PDF
Eric Grégoire, Jean-Marie Lagniez, Bertrand Mazure
DJAO: A Communication-Constrained DCOP Algorithm that Combines Features of ADOPT and Action-GDL PDF
Yoonheui Kim, Victor Lesser
Preprocessing for Propositional Model Counting PDF
Jean-Marie Lagniez, Pierre Marquis
Boosting SBDS for Partial Symmetry Breaking in Constraint Programming PDF
Jimmy H.M. Lee, Zichen Zhu
Double Configuration Checking in Stochastic Local Search for Satisfiability PDF
Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su

Main Track: Vision

Exploiting Competition Relationship for Robust Visual Recognition PDF
Liang Du, Haibin Ling
Similarity-Preserving Binary Signature for Linear Subspaces PDF
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
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
Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition PDF
Yong Li, Jing Liu, Zechao Li, Yangmuzi Zhang, Hanqing Lu, Songde Ma
On Hair Recognition in the Wild by Machine PDF
Joseph Roth, Xiaoming Liu
Locality Preserving Hashing PDF
Kang Zhao, Hongtao Lu, Jincheng Mei

Doctoral Consortium

Automatically Creating Multilingual Lexical Resources PDF
Khang Nhut Lam

Student Abstracts

Partial Satisfaction Planning under Time Uncertainty with Control on When Objectives Can Be Aborted PDF
Sylvain Labranche, Éric Beaudry
Semantical Clustering of Morphologically Related Chinese Words PDF
Chia-Ling Lee, Ya-Ning Chang, Chao-Lin Liu, Chia-Ying Lee, Jane Yung-jen Hsu
Crowdsourced Explanations for Humorous Internet Memes PDF
Chi-Chin Lin, Jane Yung-jen Hsu
LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs PDF
Dawei Liu, Yuanzhuo Wang, Yantao Jia, Jingyuan Li, Zhihua Yu
Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach PDF
Nian Liu, Lin Li, Guandong Xu, Zhenglu Yang
RepRev: Mitigating the Negative Effects of Misreported Ratings PDF
Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao
Reputation-Aware Continuous Double Auction PDF
Yuan Liu, Jie Zhang, Han Yu, Chunyan Miao
Computing Preferences Based on Agents' Beliefs PDF
Jian Luo, Fuan Pu, Yulai Zhang, Guiming Luo
Fast Algorithm for Non-Stationary Gaussian Process Prediction PDF
Yulai Zhang, Guiming Luo
Inferring Causal Directions in Errors-in-Variables Models PDF
Yulai Zhang, Guiming Luo

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