Main Track — Agent and Multiagent Systems
| Tradeoffs between Incentive Mechanisms in Boolean Games | |
| Vadim Levit, Zohar Komarovsky, Tal Grinshpoun, Amnon Meisels |
| Environment-Driven Social Force Model: Lévy Walk Pattern in Collective Behavior | |
| Danyan Lv, Zhaofeng Li, Yichuan Jiang |
| Quantifying Robustness of Trust Systems against Collusive Unfair Rating Attacks Using Information Theory | |
| Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu |
| Optimal Pricing for the Competitive and Evolutionary Cloud Market | |
| Bolei Xu, Tao Qin, Guoping Qiu, Tie-Yan Liu |
Main Track — Artificial Intelligence and Social Sciences
| Semi-Universal Portfolios with Transaction Costs | |
| Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C.H. Hoi |
| Context-Independent Claim Detection for Argument Mining | |
| Marco Lippi, Paolo Torroni |
Main Track — Auctions and Market-Based Systems
| Mechanism Design and Implementation for Lung Exchange | |
| Suiqian Luo, Pingzhong Tang |
| Selling Reserved Instances in Cloud Computing | |
| Changjun Wang, Weidong Ma, Tao Qin, Xujin Chen, Xiaodong Hu, Tie-Yan Liu |
Main Track — Constraints, Satisfiability, and Search
| Compiling Constraint Networks into Multivalued Decomposable Decision Graphs | |
| Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas |
| Filtering Nogoods Lazily in Dynamic Symmetry Breaking During Search | |
| Jimmy H. M. Lee, Zichen Zhu |
| Multi-Pass High-Level Presolving | |
| Kevin Leo, Guido Tack |
| Decomposition of the Factor Encoding for CSPs | |
| Chavalit Likitvivatanavong, Wei Xia, Roland H. C. Yap |
Main Track — Game Theory
| Optimal Network Security Hardening Using Attack Graph Games | |
| Karel Durkota, Viliam Lisý, Branislav Bošanský, Christopher Kiekintveld |
| Structural Tractability of Shapley and Banzhaf Values in Allocation Games | |
| Gianluigi Greco, Francesco Lupia, Francesco Scarcello |
| Impartial Peer Review | |
| David Kurokawa, Omer Lev, Jamie Morgenstern, Ariel D. Procaccia |
| Truthful Cake Cutting Mechanisms with Externalities: Do Not Make Them Care for Others Too Much! | |
| Minming Li, Jialin Zhang, Qiang Zhang |
| Equilibrium Analysis of Multi-Defender Security Games | |
| Jian Lou, Yevgeniy Vorobeychik |
Main Track — Graphical Models
| A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality | |
| Yinqing Xu, Bei Shi, Wentao Tian, Wai Lam |
Main Track — Heuristic Search
| Efficient Search with an Ensemble of Heuristics | |
| Mike Phillips, Venkatraman Narayanan, Sandip Aine, Maxim Likhachev |
Main Track — Knowledge Representation, Reasoning, and Logic
| Finite Abstractions for the Verification of Epistemic Properties in Open Multi-Agent Systems | |
| Francesco Belardinelli, Davide Grossi, Alessio Lomuscio |
| A Common-Sense Conceptual Categorization System Integrating Heterogeneous Proxytypes and the Dual Process of Reasoning | |
| Antonio Lieto, Daniele Paolo Radicioni, Valentina Rho |
| A Simple Probabilistic Extension of Modal Mu-calculus | |
| Wanwei Liu, Lei Song, Ji Wang, Lijun Zhang |
| From Raw Sensor Data to Detailed Spatial Knowledge | |
| Peng Zhang, Jae Hee Lee, Jochen Renz |
Main Track — Machine Learning
| Using a Recursive Neural Network to Learn an Agent's Decision Model for Plan Recognition | |
| Francis Bisson, Hugo Larochelle, Froduald Kabanza |
| Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction | |
| Wenbin Jiang, Qun Liu, Thepchai Supnithi |
| Mobility Profiling for User Verification with Anonymized Location Data | |
| Miao Lin, Hong Cao, Vincent Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy |
| Cognitive Modelling for Predicting Examinee Performance | |
| 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 | |
| Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu |
Main Track — Model Verification / Model Checking
| Symbolic Model Checking for One-Resource RB+-ATL | |
| Natasha Alechina, Brian Logan, Hoang Nga Nguyen, Franco Raimondi |
| Verifying Emergent Properties of Swarms | |
| Panagiotis Kouvaros, Alessio Lomuscio |
Main Track — Multidisciplinary Topics and Applications
| The Right to Obscure: A Mechanism and Initial Evaluation | |
| Eric Hsin-Chun Huang, Jaron Lanier, Yoav Shoham |
| Combining Eye Movements and EEG to Enhance Emotion Recognition | |
| Yifei Lu, Wei-Long Zheng, Binbin Li, Bao-Liang Lu |
Main Track — Multiagent Systems
| Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties | |
| Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau, Archan Misra |
Main Track — Natural Language Processing
| Joint Learning of Character and Word Embeddings | |
| Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huanbo Luan |
| Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora | |
| Meiping Dong, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Dakun Zhang |
| Joint POS Tagging and Text Normalization for Informal Text | |
| Chen Li, Yang Liu |
| Reader-Aware Multi-Document Summarization via Sparse Coding | |
| Piji Li, Lidong Bing, Wai Lam, Hang Li, Yi Liao |
| Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation | |
| Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu |
| Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model | |
| Pengfei Liu, Xipeng Qiu, Xuanjing Huang |
| Automated Rule Selection for Aspect Extraction in Opinion Mining | |
| Qian Liu, Zhiqiang Gao, Bing Liu, Yuanlin Zhang |
| Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation | |
| Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang |
| User Modeling with Neural Network for Review Rating Prediction | |
| Duyu Tang, Bing Qin, Ting Liu, Yuekui Yang |
| Syntax-Based Deep Matching of Short Texts | |
| Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu |
| Modeling Quantum Entanglements in Quantum Language Models | |
| Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song |
| Learning Term Embeddings for Hypernymy Identification | |
| Zheng Yu, Haixun Wang, Xuemin Lin, Min Wang |
| Representation Learning for Measuring Entity Relatedness with Rich Information | |
| Yu Zhao, Zhiyuan Liu, Maosong Sun |
Main Track — Ontologies
| Scalable Maintenance of Knowledge Discovery in an Ontology Stream | |
| Freddy Lecue |
Main Track — Planning
| On the Boundary of (Un)decidability: Decidable Model-Checking for a Fragment of Resource Agent Logic | |
| Natasha Alechina, Nils Bulling, Brian Logan, Hoang Nga Nguyen |
| Temporal Planning with Semantic Attachment of Non-Linear Monotonic Continuous Behaviours | |
| Josef Bajada, Maria Fox, Derek Long |
| Optimal Policy Generation for Partially Satisfiable Co-Safe LTL Specifications | |
| Bruno Lacerda, David Parker, Nick Hawes |
| Probabilistic Knowledge-Based Programs | |
| Jérôme Lang, Bruno Zanuttini |
| Metareasoning for Planning Under Uncertainty | |
| Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz |
| Classical Planning with Simulators: Results on the Atari Video Games | |
| Nir Lipovetzky, Miquel Ramirez, Hector Geffner |
| Action2Activity: Recognizing Complex Activities from Sensor Data | |
| Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S. Rosenblum |
| Sorting Sequential Portfolios in Automated Planning | |
| Sergio Núñez, Daniel Borrajo, Carlos Linares López |
Main Track — Recommender Systems
| Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations | |
| Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera |
| Modeling Users' Dynamic Preference for Personalized Recommendation | |
| Xin Liu |
| A Boosting Algorithm for Item Recommendation with Implicit Feedback | |
| Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao |
| Exploring Implicit Hierarchical Structures for Recommender Systems | |
| Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu |
| Cross-Domain Collaborative Filtering with Review Text | |
| Xin Xin, Zhirun Liu, Chin-Yew Lin, Heyan Huang, Xiaochi Wei, Ping Guo |
Main Track — Robotics and Vision
| Weakly Supervised RBM for Semantic Segmentation | |
| Yong Li, Jing Liu, Yuhang Wang, Hanqing Lu, Songde Ma |
| Multi-Modality Tracker Aggregation: From Generative to Discriminative | |
| Xiaoqin Zhang, Wei Li, Mingyu Fan, Di Wang, Xiuzi Ye |
Main Track — Satisfiability
| A Modularity-Based Random SAT Instances Generator | |
| Jesús Giráldez-Cru, Jordi Levy |
| An Exact Inference Scheme for MinSAT | |
| Chu-Min Li, Felip Manyà |
Main Track — Sequential Decision Making
| Stick-Breaking Policy Learning in Dec-POMDPs | |
| Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How |
Main Track — Social Choice Theory
| Structure in Dichotomous Preferences | |
| Edith Elkind, Martin Lackner |
| Efficient, Private, and eps-Strategyproof Elicitation of Tournament Voting Rules | |
| David Timothy Lee |
Main Track — Social Networks
| How Robust Is the Wisdom of the Crowds? | |
| Noga Alon, Michal Feldman, Omer Lev, Moshe Tennenholtz |
| Personalized Ranking Metric Embedding for Next New POI Recommendation | |
| Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan |
| Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation | |
| Wei-Xue Lu, Peng Zhang, Chuan Zhou, Chunyi Liu, Li Gao |
| Maximizing the Coverage of Information Propagation in Social Networks | |
| Zhefeng Wang, Enhong Chen, Qi Liu, Yu Yang, Yong Ge, Biao Chang |
| Network Representation Learning with Rich Text Information | |
| Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Chang |
Main Track — Vision and Perception
| Modeling Inter- and Intra-Part Deformations for Object Structure Parsing | |
| Ling Cai, Rongrong Ji, Wei Liu, Gang Hua |
| Cross-View Projective Dictionary Learning for Person Re-Identification | |
| Sheng Li, Ming Shao, Yun Fu |
| Inferring Painting Style with Multi-Task Dictionary Learning | |
| Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe |
| Social Image Parsing by Cross-Modal Data Refinement | |
| Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen |
| Adaptive Sharing for Image Classification | |
| Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu |
| Face Clustering in Videos with Proportion Prior | |
| Zhiqiang Tang, Yifan Zhang, Zechao Li, Hanqing Lu |
| Generalized Transitive Distance with Minimum Spanning Random Forest | |
| Zhiding Yu, Weiyang Liu, Wenbo Liu, Xi Peng, Zhuo Hui, B. V. K. Vijaya Kumar |
Main Track — Web and Knowledge-Based Information Systems
| Reasoning with Style | |
| Marti Bosch, Pierre Geneves, Nabil Layaida |
| Scalable Graph Hashing with Feature Transformation | |
| Qing-Yuan Jiang, Wu-Jun Li |
| Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction | |
| Xiao-Yuan Jing, Qian Liu, Fei Wu, Baowen Xu, Yangping Zhu, Songcan Chen |
| Online Learning to Rank for Content-Based Image Retrieval | |
| Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li |
| Hamming Compatible Quantization for Hashing | |
| Zhe Wang, Ling-Yu Duan, Jie Lin, Xiaofang Wang, Tiejun Huang, Wen Gao |
Main Track — Web Mining
| Deep Learning for Event-Driven Stock Prediction | |
| Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan |
| Interactive Gender Inference with Integer Linear Programming | |
| Shoushan Li, Jingjing Wang, Guodong Zhou, Hanxiao Shi |
| Detecting Promotion Campaigns in Community Question Answering | |
| Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma, Xuan Zhu, Jiashen Sun |
| VRCA: A Clustering Algorithm for Massive Amount of Texts | |
| Ming Liu, Lei Chen, Bingquan Liu, Xiaolong Wang |
| Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning | |
| Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua |
| Unsupervised Sentiment Analysis for Social Media Images | |
| Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li |
| Re-Ranking Voting-Based Answers by Discarding User Behavior Biases | |
| Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang |
| Exploiting k-Degree Locality to Improve Overlapping Community Detection | |
| Hongyi Zhang, Michael R. Lyu, Irwin King |
| Learning Geographical Hierarchy Features for Social Image Location Prediction | |
| Xiaoming Zhang, Xia Hu, Zhoujun Li |
| Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation | |
| Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma |
Artificial Intelligence and the Arts Track
| Pseudo-Supervised Training Improves Unsupervised Melody Segmentation | |
| Stefan Lattner, Carlos Eduardo Cancino Chacón, Maarten Grachten |
| Aesthetic Visual Quality Evaluation of Chinese Handwritings | |
| Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao |
Computational Sustainability Track
| Modeling Multi-Attribute Demand for Sustainable Cloud Computing with Copulae | |
| Maryam Ghasemi, Benjamin Lubin |
| Abstract Routing Models and Abstractions in the Context of Vehicle Routing | |
| René Schönfelder, Martin Leucker |
Knowledge Representation Track
| Dealing with Generic Contrariness in Structured Argumentation | |
| Pietro Baroni, Massimiliano Giacomin, Beishui Liao |
| Only Knowing Meets Common Knowledge | |
| Vaishak Belle, Gerhard Lakemeyer |
| ALLEGRO: Belief-Based Programming in Stochastic Dynamical Domains | |
| Vaishak Belle, Hector Levesque |
| Compatible-Based Conditioning in Interval-Based Possibilistic Logic | |
| Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich |
| Combining Existential Rules with the Power of CP-Theories | |
| Tommaso Di Noia, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari, Oana Tifrea-Marciuska |
| An Extension-Based Approach to Belief Revision in Abstract Argumentation | |
| Martin Diller, Adrian Haret, Thomas Linsbichler, Stefan Rümmele, Stefan Woltran |
| A Logic for Reasoning about Justified Uncertain Beliefs | |
| Tuan-Fang Fan, Churn-Jung Liau |
| On the Progression of Knowledge and Belief for Nondeterministic Actions in the Situation Calculus | |
| Liangda Fang, Yongmei Liu, Ximing Wen |
| Group Decision Making via Weighted Propositional Logic: Complexity and Islands of Tractability | |
| Gianluigi Greco, Jerome Lang |
| Efficient Query Rewriting in the Description Logic EL and Beyond | |
| Peter Hansen, Carsten Lutz, İnanç Seylan, Frank Wolter |
| Schema.org as a Description Logic | |
| Andre Hernich, Carsten Lutz, Ana Ozaki, Frank Wolter |
| Efficient Paraconsistent Reasoning with Ontologies and Rules | |
| Tobias Kaminski, Matthias Knorr, João Leite |
| Query Rewriting for Existential Rules with Compiled Preorder | |
| Melanie Konig, Michel Leclere, Marie-Laure Mugnier |
| Automatic Verification of Partial Correctness of Golog Programs | |
| Naiqi Li, Yongmei Liu |
| Ontology-Mediated Queries with Closed Predicates | |
| Carsten Lutz, Inanc Seylan, Frank Wolter |
| Qualitative Reasoning about Directions in Semantic Spaces | |
| Steven Schockaert, Jae Hee Lee |
| Belief Revision and Progression of Knowledge Bases in the Epistemic Situation Calculus | |
| Christoph Schwering, Gerhard Lakemeyer, Maurice Pagnucco |
| Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks | |
| Michael Sioutis, Sanjiang Li, Jean-Francois Condotta |
| Efficiently Finding Conditional Instruments for Causal Inference | |
| Benito van der Zander, Johannes Textor, Maciej Liskiewicz |
| A Complete Epistemic Planner without the Epistemic Closed World Assumption | |
| Hai Wan, Rui Yang, Liangda Fang, Yongmei Liu, Huada Xu |
| Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond | |
| Haodi Zhang, Fangzhen Lin |
Machine Learning Track
| Maximum Entropy Semi-Supervised Inverse Reinforcement Learning | |
| Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh |
| Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning | |
| Haitham Bou Ammar, Eric Eaton, Jose Marcio Luna, Paul Ruvolo |
| Direct Policy Iteration with Demonstrations | |
| Jessica Chemali, Alessandro Lazaric |
| Training-Efficient Feature Map for Shift-Invariant Kernels | |
| Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu |
| Mirror Representation for Modeling View-Specific Transform in Person Re-Identification | |
| Ying-Cong Chen, Wei-Shi Zheng, Jianhuang Lai |
| Efficient Generalized Conditional Gradient with Gradient Sliding for Composite Optimization | |
| Yiu-ming Cheung, Jian Lou |
| Optimal Bayesian Hashing for Efficient Face Recognition | |
| Qi Dai, Jianguo Li, Jun Wang, Yurong Chen, Yu-Gang Jiang |
| Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information | |
| Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao |
| Topic Modeling with Document Relative Similarities | |
| Jianguang Du, Jing Jiang, Dandan Song, Lejian Liao |
| Random Feature Mapping with Signed Circulant Matrix Projection | |
| Chang Feng, Qinghua Hu, Shizhong Liao |
| Bi-Parameter Space Partition for Cost-Sensitive SVM | |
| Bin Gu, Victor S. Sheng, Shuo Li |
| Scalable Gaussian Process Regression Using Deep Neural Networks | |
| Wenbing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Chang |
| Symbol Acquisition for Probabilistic High-Level Planning | |
| George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez |
| Data Sparseness in Linear SVM | |
| Xiang Li, Huaimin Wang, Bin Gu, Charles X. Ling |
| Multi-Label Classification with Feature-Aware Non-Linear Label Space Transformation | |
| Xin Li, Yuhong Guo |
| Multi-Task Model and Feature Joint Learning | |
| Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao |
| Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective | |
| Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen |
| Mixed Error Coding for Face Recognition with Mixed Occlusions | |
| Ronghua Liang, Xiao-Xin Li |
| Density Corrected Sparse Recovery when R.I.P. Condition Is Broken | |
| Ming Lin, Zhengzhong Lan, Alexander G. Hauptmann |
| Regularizing Flat Latent Variables with Hierarchical Structures | |
| Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge |
| Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm | |
| Huaping Liu, Jie Qin, Hong Cheng, Fuchun Sun |
| Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences | |
| Dixin Luo, Hongteng Xu, Yi Zhen, Xia Ning, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang |
| Between Imitation and Intention Learning | |
| James MacGlashan, Michael L. Littman |
| Image Feature Learning for Cold Start Problem in Display Advertising | |
| Kaixiang Mo, Bo Liu, Lei Xiao, Yong Li, Jie Jiang |
| Inverse Reinforcement Learning in Relational Domains | |
| Thibaut Munzer, Bilal Piot, Matthieu Geist, Olivier Pietquin, Manuel Lopes |
| Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing | |
| Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen |
| Deep Linear Coding for Fast Graph Clustering | |
| Ming Shao, Sheng Li, Zhengming Ding, Yun Fu |
| Semi-Orthogonal Multilinear PCA with Relaxed Start | |
| Qiquan Shi, Haiping Lu |
| Sketch the Storyline with CHARCOAL: A Non-Parametric Approach | |
| Siliang Tang, Fei Wu, Si Li, Weiming Lu, Zhongfei Zhang, Yueting Zhuang |
| Feature Selection from Microarray Data via an Ordered Search with Projected Margin | |
| Saulo Moraes Villela, Saul de Castro Leite, Raul Fonseca Neto |
| Discriminative Unsupervised Dimensionality Reduction | |
| Xiaoqian Wang, Yun Liu, Feiping Nie, Heng Huang |
| A Joint Optimization Framework of Sparse Coding and Discriminative Clustering | |
| Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S Huang |
| Thompson Sampling for Budgeted Multi-Armed Bandits | |
| Yingce Xia, Haifang Li, Tao Qin, Nenghai Yu, Tie-Yan Liu |
| Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison | |
| Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu |
| Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition | |
| Jianbo Yang, Minh Nhut Nguyen, Phyo Phyo San, Xiao Li Li, Shonali Krishnaswamy |
| Matrix Factorization with Scale-Invariant Parameters | |
| Guangxiang Zeng, Hengshu Zhu, Qi Liu, Ping Luo, Enhong Chen, Tong Zhang |
| A Direct Boosting Approach for Semi-supervised Classification | |
| Shaodan Zhai, Tian Xia, Zhongliang Li, Shaojun Wang |
| Towards Class-Imbalance Aware Multi-Label Learning | |
| Min-Ling Zhang, Yu-Kun Li, Xu-Ying Liu |
| Multi-Task Multi-View Clustering for Non-Negative Data | |
| Xianchao Zhang, Xiaotong Zhang, Han Liu |
| Self-Adaptive Hierarchical Sentence Model | |
| Han Zhao, Zhengdong Lu, Pascal Poupart |
| Supervised Representation Learning: Transfer Learning with Deep Autoencoders | |
| Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He |
Demos Track
| Modelling High-Dimensional Sequences with LSTM-RTRBM: Application to Polyphonic Music Generation | |
| Qi Lyu, Zhiyong Wu, Jun Zhu, Helen Meng |
Journal Track
| Data Complexity of Query Answering in Description Logics (Extended Abstract) | |
| Diego Calvanese, Giuseppe De Giacomo, Domenico Lembo, Maurizio Lenzerini, Riccardo Rosati |
| Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying (Extended Abstract) | |
| Karthik Dinakar, Rosalind Picard, Henry Lieberman |
| Measuring and Recommending Time-Sensitive Routes from Location-based Data | |
| Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin |
| Algorithm Runtime Prediction: Methods and Evaluation (Extended Abstract) | |
| Frank Hutter, Lin Xu, Holger Hoos, Kevin Leyton-Brown |
| Inapproximability of Treewidth and Related Problems (Extended Abstract) | |
| Yu Wu, Per Austrin, Toniann Pitassi, David Liu |
| Using Social Media to Enhance Emergency Situation Awareness: Extended Abstract | |
| Jie Yin, Sarvnaz Karimi, Andrew Lampert, Mark Cameron, Bella Robinson, Robert Power |
Best Papers from Sister Conferences Track
| How to Define Certain Answers | |
| Leonid Libkin |
| Reasoning with Probabilistic Ontologies | |
| Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese |
Doctoral Consortium
| Graph Construction for Semi-Supervised Learning | |
| Lilian Berton, Alneu de Andrade Lopes |
| Bipartite Graph for Topic Extraction | |
| Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
| Abstract Argumentation Frameworks — From Theoretical Insights to Practical Implications | |
| Thomas Linsbichler |
| Feature Selection for Multi-Label Learning | |
| Newton Spolaôr, Maria Carolina Monard, Huei Diana Lee |