Presentations and Authors


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Applications

Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach PDF
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 PDF
Aleksandr Farseev, Tat-Seng Chua
POI2Vec: Geographical Latent Representation for Predicting Future Visitors PDF
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 PDF
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang
Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes PDF
Hideaki Kim, Tomoharu Iwata, Yasuhiro Fujiwara, Naonori Ueda
Correlated Cascades: Compete or Cooperate PDF
Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar, Hamid R. Rabiee, Hongyuan Zha

Game Theory and Economic Paradigms

Envy-Free Mechanisms with Minimum Number of Cuts PDF
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik
Nash Stability in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti
On Pareto Optimality in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Dennis Olivetti
Phragmén’s Voting Methods and Justified Representation PDF
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain PDF
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon
Extensive-Form Perfect Equilibrium Computation in Two-Player Games PDF
Gabriele Farina, Nicola Gatti
Selfish Knapsack PDF
Itai Feigenbaum, Matthew P. Johnson
Obvious Strategyproofness Needs Monitoring for Good Approximations PDF
Diodato Ferraioli, Carmine Ventre
Crowdsourced Outcome Determination in Prediction Markets PDF
Rupert Freeman, Sebastien Lahaie, David M. Pennock
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack PDF
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An
Proportional Justified Representation PDF
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 PDF
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization PDF
Cong Fang, Zhouchen Lin
A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search PDF
Tobias Friedrich, Timo Kötzing, Markus Wagner
The Simultaneous Maze Solving Problem PDF
Stefan Funke, Andre Nusser, Sabine Storandt
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates PDF
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker
Learning to Prune Dominated Action Sequences in Online Black-Box Planning PDF
Yuu Jinnai, Alex Fukunaga
Value Compression of Pattern Databases PDF
Nathan R. Sturtevant, Ariel Felner, Malte Helmert

Human-Aware Artificial Intelligence

Examples-Rules Guided Deep Neural Network for Makeup Recommendation PDF
Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu

Human Computation and Crowd Sourcing

Long-Term Trends in the Public Perception of Artificial Intelligence PDF
Ethan Fast, Eric Horvitz

Knowledge Representation and Reasoning

On the Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca
The Unusual Suspects: Deep Learning Based Mining of Interesting Entity Trivia from Knowledge Graphs PDF
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 PDF
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
Simultaneous Clustering and Ensemble PDF
Zhiqiang Tao, Hongfu Liu, Yun Fu

Machine Learning Methods

Structure Regularized Unsupervised Discriminant Feature Analysis PDF
Mingyu Fan, Xiaojun Chang, Dacheng Tao
Self-Paced Learning: An Implicit Regularization Perspective PDF
Yanbo Fan, Ran He, Jian Liang, Baogang Hu
Deep MIML Network PDF
Ji Feng, Zhi-Hua Zhou
Modeling Skewed Class Distributions by Reshaping the Concept Space PDF
Kyle D. Feuz, Diane J. Cook
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected PDF
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning PDF
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu
Sparse Subspace Clustering by Learning Approximation ℓ0 Codes PDF
Jun Li, Yu Kong, Yun Fu
The Multivariate Generalised von Mises Distribution: Inference and Applications PDF
Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner
A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization PDF
Hanyang Peng, Yong Fan
Cascade Subspace Clustering PDF
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
Feature Selection Guided Auto-Encoder PDF
Shuyang Wang, Zhengming Ding, Yun Fu
Fast Online Incremental Learning on Mixture Streaming Data PDF
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo
Deep Learning for Fixed Model Reuse PDF
Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou
Multi-View Clustering via Deep Matrix Factorization PDF
Handong Zhao, Zhengming Ding, Yun Fu

Natural Language Processing and Machine Learning

S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions PDF
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen
Condensed Memory Networks for Clinical Diagnostic Inferencing PDF
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
Learning Context-Specific Word/Character Embeddings PDF
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang

Reasoning under Uncertainty

Deterministic versus Probabilistic Methods for Searching for an Evasive Target PDF
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini
Hindsight Optimization for Hybrid State and Action MDPs PDF
Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern

Search and Constraint Satisfaction

Algorithms for Deciding Counting Quantifiers over Unary Predicates PDF
Marcelo Finger, Glauber De Bona
Maximum Model Counting PDF
Daniel J. Fremont, Markus N. Rabe, Sanjit A. Seshia
Phase Transitions for Scale-Free SAT Formulas PDF
Tobias Friedrich, Anton Krohmer, Ralf Rothenberger, Andrew M. Sutton

Vision

Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval PDF
Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang
Robust Visual Tracking via Local-Global Correlation Filter PDF
Heng Fan, Jinhai Xiang
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing PDF
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
Title Learning Latent Subevents in Activity Videos Using Temporal Attention Filters PDF
A. J. Piergiovanni, Chenyou Fan, Michael S. Ryoo
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution PDF
Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity PDF
Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu

Special Track on Cognitive Systems

Analogical Chaining with Natural Language Instruction for Commonsense Reasoning PDF
Joseph A. Blass, Kenneth D. Forbus
Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game PDF
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 PDF
Zhiguang Cao, Hongliang Guo, Jie Zhang, Frans Oliehoek, Ulrich Fastenrath
Fine-Grained Car Detection for Visual Census Estimation PDF
Timnit Gebru, Jonathan Krause, Yilun Wang, Duyun Chen, Jia Deng, Li Fei-Fei
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information PDF
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 PDF
Enrique Fernandez-Gonzalez, Erez Karpas, Brian Williams
Integration of Planning with Recognition for Responsive Interaction Using Classical Planners PDF
Richard G. Freedman, Shlomo Zilberstein
Learning to Predict Intent from Gaze During Robotic Hand-Eye Coordination PDF
Yosef Razin, Karen Feigh

EAAI Symposium Full Papers

Cornhole: A Widely-Accessible AI Robotics Task PDF
Nate Derbinsky, Tyler M. Frasca

EAAI Symposium Poster Papers

Application for AI-OCR Module: Auto Detection of Emails/Letter Images PDF
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada
Exploring Artificial Intelligence Through Image Recognition PDF
Kelsey Fargas, Bingjie Zhou, Elizabeth Staruk, Sheila Tejada

Senior Member Summary Talks

A Selected Summary of AI for Computational Sustainability PDF
Douglas H. Fisher
Explaining Ourselves: Human-Aware Constraint Reasoning PDF
Eugene C. Freuder

Student Abstracts

Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) PDF
Masataro Asai, Alex Fukunaga
Towards User Personality Profiling from Multiple Social Networks PDF
Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
Coordinating Human and Agent Behavior in Collective-Risk Scenarios PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts
The Complexity of Succinct Elections PDF
Zack Fitzsimmons, Edith Hemaspaandra
A Position-Biased PageRank Algorithm for Keyphrase Extraction PDF
Corina Florescu, Cornelia Caragea
Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains PDF
Yuu Jinnai, Alex Fukunaga
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering PDF
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Rethinking the Link Prediction Problem in Signed Social Networks PDF
Xiaoming Li, Hui Fang, Jie Zhang
Automatically Extracting Axioms in Classical Planning PDF
Shuwa Miura, Alex Fukunaga
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition PDF
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
High-Resolution Mobile Fingerprint Matching via Deep Joint KNN-Triplet Embedding PDF
Fandong Zhang, Jufu Feng

What's Hot

What's Hot in Evolutionary Computation PDF
Tobias Friedrich, Frank Neumann
Automated Negotiating Agents Competition (ANAC) PDF
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 PDF
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System PDF
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 PDF
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann
An Event Reconstruction Tool for Conflict Monitoring Using Social Media PDF
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann
Natural Language Dialogue for Building and Learning Models and Structures PDF
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye


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