Applications
| Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach | |
| Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong |
Artificial Intelligence and the Web
| TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning | |
| Aleksandr Farseev, Tat-Seng Chua |
| POI2Vec: Geographical Latent Representation for Predicting Future Visitors | |
| Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee |
| Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents | |
| Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang |
| Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes | |
| Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda |
| Correlated Cascades: Compete or Cooperate | |
| Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha |
Game Theory and Economic Paradigms
| Envy-Free Mechanisms with Minimum Number of Cuts | |
| Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik |
| Nash Stability in Social Distance Games | |
| Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti |
| On Pareto Optimality in Social Distance Games | |
| Alkida Balliu, Michele Flammini, Dennis Olivetti |
| Phragmén’s Voting Methods and Justified Representation | |
| Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner |
| What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain | |
| Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon |
| Extensive-Form Perfect Equilibrium Computation in Two-Player Games | |
| Gabriele Farina, Nicola Gatti |
| Selfish Knapsack | |
| Itai Feigenbaum, Matthew P. Johnson |
| Obvious Strategyproofness Needs Monitoring for Good Approximations | |
| Diodato Ferraioli, Carmine Ventre |
| Crowdsourced Outcome Determination in Prediction Markets | |
| Rupert Freeman, Sebastien Lahaie, David M. Pennock |
| Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack | |
| Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An |
| Proportional Justified Representation | |
| Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron |
Heuristic Search and Optimization
| Efficient Parameter Importance Analysis via Ablation with Surrogates | |
| Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos |
| Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization | |
| Cong Fang, Zhouchen Lin |
| A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search | |
| Tobias Friedrich, Timo Kötzing, Markus Wagner |
| The Simultaneous Maze Solving Problem | |
| Stefan Funke, Andre Nusser, Sabine Storandt |
| Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates | |
| Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker |
| Learning to Prune Dominated Action Sequences in Online Black-Box Planning | |
| Yuu Jinnai, Alex Fukunaga |
| Value Compression of Pattern Databases | |
| Nathan R. Sturtevant, Ariel Felner, Malte Helmert |
Human-Aware Artificial Intelligence
| Examples-Rules Guided Deep Neural Network for Makeup Recommendation | |
| Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu |
Human Computation and Crowd Sourcing
| Long-Term Trends in the Public Perception of Artificial Intelligence | |
| Ethan Fast, Eric Horvitz |
Knowledge Representation and Reasoning
| On the Computation of Paracoherent Answer Sets | |
| Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca |
| The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs | |
| Nausheen Fatma, Manoj K. Chinnakotla, Manish Shrivastava |
Machine Learning Applications
| Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks | |
| Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen |
| Simultaneous Clustering and Ensemble | |
| Zhiqiang Tao, Hongfu Liu, Yun Fu |
Machine Learning Methods
| Structure Regularized Unsupervised Discriminant Feature Analysis | |
| Mingyu Fan, Xiaojun Chang, Dacheng Tao |
| Self-Paced Learning: An Implicit Regularization Perspective | |
| Yanbo Fan, Ran He, Jian Liang, Baogang Hu |
| Deep MIML Network | |
| Ji Feng, Zhi-Hua Zhou |
| Modeling Skewed Class Distributions by Reshaping the Concept Space | |
| Kyle D. Feuz, Diane J. Cook |
| Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected | |
| Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus |
| Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling | |
| Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi |
| Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning | |
| Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu |
| Sparse Subspace Clustering by Learning Approximation ℓ0 Codes | |
| Jun Li, Yu Kong, Yun Fu |
| The Multivariate Generalised von Mises Distribution: Inference and Applications | |
| Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner |
| A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization | |
| Hanyang Peng, Yong Fan |
| Cascade Subspace Clustering | |
| Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi |
| Feature Selection Guided Auto-Encoder | |
| Shuyang Wang, Zhengming Ding, Yun Fu |
| Fast Online Incremental Learning on Mixture Streaming Data | |
| Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo |
| Deep Learning for Fixed Model Reuse | |
| Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou |
| Multi-View Clustering via Deep Matrix Factorization | |
| Handong Zhao, Zhengming Ding, Yun Fu |
Natural Language Processing and Machine Learning
| S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions | |
| Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen |
| Condensed Memory Networks for Clinical Diagnostic Inferencing | |
| Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri |
| Learning Context-Specific Word/Character Embeddings | |
| Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang |
Reasoning under Uncertainty
| Deterministic versus Probabilistic Methods for Searching for an Evasive Target | |
| Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini |
| Hindsight Optimization for Hybrid State and Action MDPs | |
| Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
Search and Constraint Satisfaction
| Algorithms for Deciding Counting Quantifiers over Unary Predicates | |
| Marcelo Finger, Glauber De Bona |
| Maximum Model Counting | |
| Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia |
| Phase Transitions for Scale-Free SAT Formulas | |
| Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton |
Vision
| Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval | |
| Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang |
| Robust Visual Tracking via Local-Global Correlation Filter | |
| Heng Fan, Jinhai Xiang |
| Multi-Path Feedback Recurrent Neural Networks for Scene Parsing | |
| Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan |
| Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters | |
| A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo |
| Privacy-Preserving Human Activity Recognition from Extreme Low Resolution | |
| Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang |
| Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity | |
| Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu |
Special Track on Cognitive Systems
| Analogical Chaining with Natural Language Instruction for Commonsense Reasoning | |
| Joseph A. Blass, Kenneth D. Forbus |
| Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game | |
| Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts |
Special Track on Computational Sustainability
| Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method | |
| Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath |
| Fine-Grained Car Detection for Visual Census Estimation | |
| Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei |
| Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information | |
| Yexiang Xue, Xiaojian Wu, Dana Morin, Bistra Dilkina, Angela Fuller, J. Andrew Royle, Carla P. Gomes |
Special Track on Integrated Systems
| Mixed Discrete-Continuous Planning with Convex Optimization | |
| Enrique Fernandez-Gonzalez, Erez Karpas, Brian Williams |
| Integration of Planning with Recognition for Responsive Interaction Using Classical Planners | |
| Richard G. Freedman, Shlomo Zilberstein |
| Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination | |
| Yosef Razin, Karen Feigh |
EAAI Symposium Full Papers
| Cornhole: A Widely-Accessible AI Robotics Task | |
| Nate Derbinsky, Tyler M. Frasca |
EAAI Symposium Poster Papers
| Application for AI-OCR Module: Auto Detection of Emails/Letter Images | |
| Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
| Exploring Artificial Intelligence Through Image Recognition | |
| Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada |
Senior Member Summary Talks
| A Selected Summary of AI for Computational Sustainability | |
| Douglas H. Fisher |
| Explaining Ourselves: Human-Aware Constraint Reasoning | |
| Eugene C. Freuder |
Student Abstracts
| Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) | |
| Masataro Asai, Alex Fukunaga |
| Towards User Personality Profiling from Multiple Social Networks | |
| Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua |
| Coordinating Human and Agent Behavior in Collective-Risk Scenarios | |
| Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts |
| The Complexity of Succinct Elections | |
| Zack Fitzsimmons, Edith Hemaspaandra |
| A Position-Biased PageRank Algorithm for Keyphrase Extraction | |
| Corina Florescu, Cornelia Caragea |
| Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains | |
| Yuu Jinnai, Alex Fukunaga |
| Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering | |
| Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui |
| Rethinking the Link Prediction Problem in Signed Social Networks | |
| Xiaoming Li, Hui Fang, Jie Zhang |
| Automatically Extracting Axioms in Classical Planning | |
| Shuwa Miura, Alex Fukunaga |
| Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition | |
| Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding | |
| Fandong Zhang, Jufu Feng |
What's Hot
| What's Hot in Evolutionary Computation | |
| Tobias Friedrich, Frank Neumann |
| Automated Negotiating Agents Competition (ANAC) | |
| Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks |
Demonstrations
| A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion | |
| Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang |
| Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System | |
| Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskenazi |
| Visual Memory QA: Your Personal Photo and Video Search Agent | |
| Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann |
| An Event Reconstruction Tool for Conflict Monitoring Using Social Media | |
| Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann |
| Natural Language Dialogue for Building and Learning Models and Structures | |
| Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye |