Presentations and Authors


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Track:
 

Main Track — Agent and Multiagent Systems

Strategic Abstention Based on Preference Extensions: Positive Results and Computer-Generated Impossibilities PDF
Florian Brandl, Felix Brandt, Christian Geist, Johannes Hofbauer
Exchange of Indivisible Objects with Asymmetry PDF
Zhaohong Sun, Hideaki Hata, Taiki Todo, Makoto Yokoo

Main Track — Artificial Intelligence and Social Sciences

Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation PDF
Fabian Hadiji, Martin Mladenov, Christian Bauckhage, Kristian Kersting
Semi-Universal Portfolios with Transaction Costs PDF
Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C.H. Hoi
A Deterministic Partition Function Approximation for Exponential Random Graph Models PDF
Wen Pu, Jaesik Choi, Yunseong Hwang, Eyal Amir

Main Track — Auctions and Market-Based Systems

Selling Reserved Instances in Cloud Computing PDF
Changjun Wang, Weidong Ma, Tao Qin, Xujin Chen, Xiaodong Hu, Tie-Yan Liu

Main Track — Constraints, Satisfiability, and Search

On the Resiliency of Unit Propagation to Max-Resolution PDF
André Abramé, Djamal Habet
Statistical Regimes and Runtime Prediction PDF
Barry Hurley, Barry O'Sullivan
On the Empirical Time Complexity of Random 3-SAT at the Phase Transition PDF
Zongxu Mu, Holger H. Hoos

Main Track — Distributed Search/CSP/Optimization

Collective Biobjective Optimization Algorithm for Parallel Test Paper Generation PDF
Minh Luan Nguyen, Siu Cheung Hui, Alvis C. M. Fong

Main Track — Game Theory

Smooth UCT Search in Computer Poker PDF
Johannes Heinrich, David Silver
Implementing the Wisdom of Waze PDF
Shoshana Vasserman, Michal Feldman, Avinatan Hassidim

Main Track — Heuristic Search

Interplanetary Trajectory Planning with Monte Carlo Tree Search PDF
Daniel Hennes, Dario Izzo

Main Track — Machine Learning

Multi-Label Active Learning: Query Type Matters PDF
Sheng-Jun Huang, Songcan Chen, Zhi-Hua Zhou
Information Gathering in Networks via Active Exploration PDF
Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen White, Andreas Krause
Cognitive Modelling for Predicting Examinee Performance PDF
Runze Wu, Qi Liu, Yuping Liu, Enhong Chen, Yu Su, Zhigang Chen, Guoping Hu
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model PDF
Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu

Main Track — Model Verification / Model Checking

The Complexity of Model Checking Succinct Multiagent Systems PDF
Xiaowei Huang, Qingliang Chen, Kaile Su

Main Track — Multidisciplinary Topics and Applications

The Right to Obscure: A Mechanism and Initial Evaluation PDF
Eric Hsin-Chun Huang, Jaron Lanier, Yoav Shoham
A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly PDF
Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong

Main Track — Natural Language Processing

Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation PDF
Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model PDF
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering PDF
Xipeng Qiu, Xuanjing Huang
An Active Learning Approach to Coreference Resolution PDF
Mrinmaya Sachan, Eduard Hovy, Eric P. Xing
Modeling Quantum Entanglements in Quantum Language Models PDF
Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song
Convolutional Neural Networks for Text Hashing PDF
Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao
Local Translation Prediction with Global Sentence Representation PDF
Jiajun Zhang, Dakun Zhang, Jie Hao
Linking Heterogeneous Input Features with Pivots for Domain Adaptation PDF
Guangyou Zhou, Tingting He, Wensheng Wu, Xiaohua Tony Hu
A Subspace Learning Framework for Cross-Lingual Sentiment Classification with Partial Parallel Data PDF Erratum
Guangyou Zhou, Tingting He, Jun Zhao, Wensheng Wu

Main Track — Planning

Optimal Planning with Axioms PDF
Franc Ivankovic, Patrik Haslum
Optimal Policy Generation for Partially Satisfiable Co-Safe LTL Specifications PDF
Bruno Lacerda, David Parker, Nick Hawes
Metareasoning for Planning Under Uncertainty PDF
Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz
Action2Activity: Recognizing Complex Activities from Sensor Data PDF
Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S. Rosenblum
Simulation-Based Admissible Dominance Pruning PDF
Álvaro Torralba, Jörg Hoffmann
On the Effective Configuration of Planning Domain Models PDF
Mauro Vallati, Frank Hutter, Lukas Chrpa, Thomas Leo McCluskey
Integrating Partial Order Reduction and Symmetry Elimination for Cost-Optimal Classical Planning PDF
Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz

Main Track — Recommender Systems

Music Recommenders: User Evaluation Without Real Users? PDF
Susan Craw, Ben Horsburgh, Stewart Massie
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews PDF
Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shu-Jian Huang, Jia-Jun Chen
Differentially Private Matrix Factorization PDF
Jingyu Hua, Chang Xia, Sheng Zhong
Cross-Domain Collaborative Filtering with Review Text PDF
Xin Xin, Zhirun Liu, Chin-Yew Lin, Heyan Huang, Xiaochi Wei, Ping Guo

Main Track — Robotics and Vision

Reactive Integrated Motion Planning and Execution PDF
Andreas G. Hofmann, Enrique Fernandez, Justin Helbert, Scott D. Smith, Brian C. Williams
Grounding the Meaning of Words through Vision and Interactive Gameplay PDF
Natalie Parde, Adam Hair, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D. Nielsen

Main Track — Sequential Decision Making

Optimization of Probabilistic Argumentation with Markov Decision Models PDF
Emmanuel Hadoux, Aurélie Beynier, Nicolas Maudet, Paul Weng, Anthony Hunter
Stick-Breaking Policy Learning in Dec-POMDPs PDF
Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How

Main Track — Vision and Perception

Modeling Inter- and Intra-Part Deformations for Object Structure Parsing PDF
Ling Cai, Rongrong Ji, Wei Liu, Gang Hua
Inferring Painting Style with Multi-Task Dictionary Learning PDF
Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe
Social Image Parsing by Cross-Modal Data Refinement PDF
Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen
Adaptive Sharing for Image Classification PDF
Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu
Generalized Transitive Distance with Minimum Spanning Random Forest PDF
Zhiding Yu, Weiyang Liu, Wenbo Liu, Xi Peng, Zhuo Hui, B. V. K. Vijaya Kumar

Main Track — Web and Knowledge-Based Information Systems

Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection PDF
Xiaojun Chang, Yi Yang, Alexander Hauptmann, Eric P Xing, Yao-Liang Yu
Online Learning to Rank for Content-Based Image Retrieval PDF
Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li
Hamming Compatible Quantization for Hashing PDF
Zhe Wang, Ling-Yu Duan, Jie Lin, Xiaofang Wang, Tiejun Huang, Wen Gao

Main Track — Web Mining

Towards Domain-Specific Semantic Relatedness: A Case Study from Geography PDF
Shilad Sen, Isaac Johnson, Rebecca Harper, Huy Mai, Samuel Horlbeck Olsen, Benjamin Mathers, Laura Souza Vonessen, Matthew Wright, Brent Hecht
Re-Ranking Voting-Based Answers by Discarding User Behavior Biases PDF
Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang
Learning Geographical Hierarchy Features for Social Image Location Prediction PDF
Xiaoming Zhang, Xia Hu, Zhoujun Li
Tackling Data Sparseness in Recommendation using Social Media based Topic Hierarchy Modeling PDF
Xingwei Zhu, Zhao-Yan Ming, Yu Hao, Xiaoyan Zhu

Computational Sustainability Track

Reasoning about Connectivity Constraints PDF
Christian Bessiere, Emmanuel Hebrard, George Katsirelos, Toby Walsh
On the Balance of Meter Deployment Cost and NILM Accuracy PDF
Xiaohong Hao, Bangsheng Tang, Yongcai Wang
Online Mechanisms for Charging Electric Vehicles in Settings with Varying Marginal Electricity Costs PDF
Keiichiro Hayakawa, Enrico H. Gerding, Sebastian Stein, Takahiro Shiga

Knowledge Representation Track

An Extension-Based Approach to Belief Revision in Abstract Argumentation PDF
Martin Diller, Adrian Haret, Thomas Linsbichler, Stefan Rümmele, Stefan Woltran
Epistemic Equilibrium Logic PDF
Luis Fariñas del Cerro, Andreas Herzig, Ezgi Iraz Su
The Combined Approach to Query Answering Beyond the OWL 2 Profiles PDF
Cristina Feier, David Carral, Giorgio Stefanoni, Bernardo Cuenca Grau, Ian Horrocks
A Modification of the Halpern-Pearl Definition of Causality PDF
Joseph Halpern
Efficient Query Rewriting in the Description Logic EL and Beyond PDF
Peter Hansen, Carsten Lutz, İnanç Seylan, Frank Wolter
Merging in the Horn Fragment PDF
Adrian Haret, Stefan Rümmele, Stefan Woltran
Schema.org as a Description Logic PDF
Andre Hernich, Carsten Lutz, Ana Ozaki, Frank Wolter
Modelling the Persuadee in Asymmetric Argumentation Dialogues for Persuasion PDF
Anthony Hunter
Trust-Sensitive Belief Revision PDF
Aaron Hunter, Richard Booth
Simplifying A Logic Program Using Its Consequences PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
Combining Rewriting and Incremental Materialisation Maintenance for Datalog Programs with Equality PDF
Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks

Machine Learning Track

A Graph Kernel Based on the Jensen-Shannon Representation Alignment PDF
Lu Bai, Zhihong Zhang, Chaoyan Wang, Xiao Bai, Edwin Hancock
Reinforcement Learning from Demonstration through Shaping PDF
Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé
A Space Alignment Method for Cold-Start TV Show Recommendations PDF
Shiyu Chang, Jiayu Zhou, Pirooz Chubak, Junling Hu, Thomas Huang
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information PDF
Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao
Speeding Up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves PDF
Tobias Domhan, Jost Tobias Springenberg, Frank Hutter
Random Feature Mapping with Signed Circulant Matrix Projection PDF
Chang Feng, Qinghua Hu, Shizhong Liao
Pre-release Prediction of Crowd Opinion on Movies by Label Distribution Learning PDF
Xin Geng, Peng Hou
Active Imitation Learning of Hierarchical Policies PDF
Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern
Identification of Time-Dependent Causal Model: A Gaussian Process Treatment PDF
Biwei Huang, Kun Zhang, Bernhard Schölkopf
A New Simplex Sparse Learning Model to Measure Data Similarity for Clustering PDF
Jin Huang, Feiping Nie, Heng Huang
Scalable Gaussian Process Regression Using Deep Neural Networks PDF
Wenbing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Chang
Training-Time Optimization of a Budgeted Booster PDF
Yi Huang, Brian Powers, Lev Reyzin
Robust Dictionary Learning with Capped l1-Norm PDF
Wenhao Jiang, Feiping Nie, Heng Huang
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken PDF
Ming Lin, Zhengzhong Lan, Alexander G. Hauptmann
Regularizing Flat Latent Variables with Hierarchical Structures PDF
Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge
Optimizing Locally Linear Classifiers with Supervised Anchor Point Learning PDF
Xue Mao, Zhouyu Fu, Ou Wu, Weiming Hu
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
Scalable Probabilistic Tensor Factorization for Binary and Count Data PDF
Piyush Rai, Changwei Hu, Matthew Harding, Lawrence Carin
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes PDF
Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan
Online Learning of k-CNF Boolean Functions PDF
Joel Veness, Marcus Hutter, Laurent Orseau, Marc Bellemare
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations PDF
Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang
Semantic Topic Multimodal Hashing for Cross-Media Retrieval PDF
Di Wang, Xinbo Gao, Xiumei Wang, Lihuo He
Discriminative Unsupervised Dimensionality Reduction PDF
Xiaoqian Wang, Yun Liu, Feiping Nie, Heng Huang
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering PDF
Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S Huang
Mobile Query Recommendation via Tensor Function Learning PDF
Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang
MUVIR: Multi-View Rare Category Detection PDF
Dawei Zhou, Jingrui He, K. Seluk Candan, Hasan Davulcu
Supervised Representation Learning: Transfer Learning with Deep Autoencoders PDF
Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He

Journal Track

The Complexity of Manipulative Attacks in Nearly Single-Peaked Electorates (Extended Abstract) PDF
Piotr Faliszewski, Edith Hemaspaandra, Lane A. Hemaspaandra
Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics (Extended Abstract) PDF
Micah Hodosh, Peter Young, Julia Hockenmaier
Measuring and Recommending Time-Sensitive Routes from Location-based Data PDF
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
Algorithm Runtime Prediction: Methods and Evaluation (Extended Abstract) PDF
Frank Hutter, Lin Xu, Holger Hoos, Kevin Leyton-Brown
Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract) PDF
Rui Xia, Chengqing Zong, Xuelei Hu, Erik Cambria

Best Papers from Sister Conferences Track

Adapting to User Preference Changes in Interactive Recommendation PDF
Negar Hariri, Bamshad Mobasher, Robin Burke
Heuristics for Cost-Optimal Classical Planning Based on Linear Programming PDF
Florian Pommerening, Gabriele Roger, Malte Helmert, Blai Bonet