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
StructInf: Mining Structural Influence from Social Streams PDF
Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun

Artificial Intelligence and the Web

Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems PDF
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture PDF
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo

Cognitive Modeling and Cognitive Systems

Associative Memory Using Dictionary Learning and Expander Decoding PDF
Arya Mazumdar, Ankit Singh Rawat

Game Theory and Economic Paradigms

Strategic Signaling and Free Information Disclosure in Auctions PDF
Shani Alkoby, David Sarne, Igal Milchtaich
Complexity of Manipulating Sequential Allocation PDF
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie
Nash Stability in Social Distance Games PDF
Alkida Balliu, Michele Flammini, Giovanna Melideo, Dennis Olivetti
A Study of Compact Reserve Pricing Languages PDF
MohammadHossein Bateni, Hossein Esfandiary, Vahab Mirrokni, Saeed Seddighin
The Computational Complexity of Weighted Greedy Matching PDF
Argyrios Deligkas, George B. Mertzios, Paul G. Spirakis
An Ambiguity Aversion Model for Decision Making under Ambiguity PDF
Wenjun Ma, Xudong Luo, Yuncheng Jiang
Optimal Pricing for Submodular Valuations with Bounded Curvature PDF
Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi
Axiomatic Characterization of Game-Theoretic Network Centralities PDF
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
The Dollar Auction with Spiteful Players PDF
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings
Randomized Mechanisms for Selling Reserved Instances in Cloud PDF
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu

Heuristic Search and Optimization

An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs PDF
Hua Jiang, Chu-Min Li, Felip Manya
Dancing with Decision Diagrams: A Combined Approach to Exact Cover PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata

Human Computation and Crowd Sourcing

A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution PDF
Arya Mazumdar, Barna Saha

Knowledge Representation and Reasoning

Add Data into Business Process Verification: Bridging the Gap between Theory and Practice PDF
Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris
Practical TBox Abduction Based on Justification Patterns PDF
Jianfeng Du, Hai Wan, Huaguan Ma
SAT Encodings for Distance-Based Belief Merging Operators PDF
Sébastien Konieczny, Jean-Marie Lagniez, Pierre Marquis
The Symbolic Interior Point Method PDF
Martin Mladenov, Vaishak Belle, Kristian Kersting
Compiling Graph Substructures into Sentential Decision Diagrams PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction PDF
Mengxue Zhang, Tushar Mathew, Brendan A. Juba

Machine Learning Applications

Contextual RNN-GANs for Abstract Reasoning Diagram Generation PDF
Viveka Kulharia, Arnab Ghosh, Amitabha Mukerjee, Vinay Namboodiri, Mohit Bansal
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
Data-Driven Approximations to NP-Hard Problems PDF
Anton Milan, S. Hamid Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid
Predicting Demographics of High-Resolution Geographies with Geotagged Tweets PDF
Omar Montasser, Daniel Kifer
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images PDF
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos
Low-Rank Linear Cold-Start Recommendation from Social Data PDF
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas
A Deep Hierarchical Approach to Lifelong Learning in Minecraft PDF
Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor
Progressive Prediction of Student Performance in College Programs PDF
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar

Machine Learning Methods

Label Efficient Learning by Exploiting Multi-Class Output Codes PDF
Maria Florina Balcan, Travis Dick, Yishay Mansour
Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests PDF
Zachary Alan Daniels, Dimitris N. Metaxas
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected PDF
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus
Enumerate Lasso Solutions for Feature Selection PDF
Satoshi Hara, Takanori Maehara
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Denoising Criterion for Variational Auto-Encoding Framework PDF
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio
Active Search for Sparse Signals with Region Sensing PDF
Yifei Ma, Roman Garnett, Jeff Schneider
Where to Add Actions in Human-in-the-Loop Reinforcement Learning PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction PDF
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
Generalization Error Bounds for Optimization Algorithms via Stability PDF
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
When and Why Are Deep Networks Better Than Shallow Ones? PDF
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio
Lifted Inference for Convex Quadratic Programs PDF
Martin Mladenov, Leonard Kleinhans, Kristian Kersting
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions PDF
Alejandro Molina, Sriraam Natarajan, Kristian Kersting
Deep Collective Inference PDF
John Moore, Jennifer Neville
Streaming Classification with Emerging New Class by Class Matrix Sketching PDF
Xin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou
Deep Hashing: A Joint Approach for Image Signature Learning PDF
Yadong Mu, Zhu Liu
Tsallis Regularized Optimal Transport and Ecological Inference PDF
Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen
Querying Partially Labelled Data to Improve a K-nn Classifier PDF
Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson
Matching Node Embeddings for Graph Similarity PDF
Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis
Adaptive Proximal Average Approximation for Composite Convex Minimization PDF
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
Latent Smooth Skeleton Embedding PDF
Li Wang, Qi Mao, Ivor W. Tsang
Fast Online Incremental Learning on Mixture Streaming Data PDF
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo
Unbiased Multivariate Correlation Analysis PDF
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
Cleaning the Null Space: A Privacy Mechanism for Predictors PDF
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records PDF
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang
Scalable Feature Selection via Distributed Diversity Maximization PDF
Sepehr Abbasi Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam

Multiagent Systems

Improving Surveillance Using Cooperative Target Observation PDF
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri
Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions PDF
The Anh Han, Luis Moniz Pereira, Luis A. Martinez-Vaquero, Tom Lenaerts

Natural Language Processing and Knowledge Representation

SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions PDF
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu

Natural Language Processing and Machine Learning

Recurrent Attentional Topic Model PDF
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang
Deterministic Attention for Sequence-to-Sequence Constituent Parsing PDF
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita
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
Coherent Dialogue with Attention-Based Language Models PDF
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Topic Aware Neural Response Generation PDF
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma

Natural Language Processing and Text Mining

Bootstrapping Distantly Supervised IE Using Joint Learning and Small Well-Structured Corpora PDF
Lidong Bing, Bhuwan Dhingra, Kathryn Mazaitis, Jong Hyuk Park, William W. Cohen
Efficient Dependency-Guided Named Entity Recognition PDF
Zhanming Jie, Aldrian Obaja Muis, Wei Lu

Planning and Scheduling

Validating Domains and Plans for Temporal Planning via Encoding into Infinite-State Linear Temporal Logic PDF
Alessandro Cimatti, Andrea Micheli, Marco Roveri
On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment PDF
Giuseppe De Giacomo, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Multi-Agent Path Finding with Delay Probabilities PDF
Hang Ma, T. K. Satish Kumar, Sven Koenig
Logical Filtering and Smoothing: State Estimation in Partially Observable Domains PDF
Brent Mombourquette, Christian Muise, Sheila A. McIlraith
Landmark-Based Heuristics for Goal Recognition PDF
Ramon Fraga Pereira, Nir Oren, Felipe Meneguzzi
When to Reset Your Keys: Optimal Timing of Security Updates via Learning PDF
Zizhan Zheng, Ness B. Shroff, Prasant Mohapatra

Reasoning under Uncertainty

Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces PDF
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith
Anytime Best+Depth-First Search for Bounding Marginal MAP PDF
Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter
Multi-Objective Influence Diagrams with Possibly Optimal Policies PDF
Radu Marinescu, Abdul Razak, Nic Wilson
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties PDF
Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel

Robotics

Associate Latent Encodings in Learning from Demonstrations PDF
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva

Search and Constraint Satisfaction

A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem PDF
Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre, Tiago de Lima, Valentin Montmirail
Between Subgraph Isomorphism and Maximum Common Subgraph PDF
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem PDF
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth

Vision

VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem PDF
Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni
An Artificial Agent for Robust Image Registration PDF
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
Attention Correctness in Neural Image Captioning PDF
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille
Boosting Complementary Hash Tables for Fast Nearest Neighbor Search PDF
Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li
Learning Discriminative Activated Simplices for Action Recognition PDF
Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization PDF
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou
Online Multi-Target Tracking Using Recurrent Neural Networks PDF
Anton Milan, S. Hamid Rezatofighi, Anthony Dick, Ian Reid, Konrad Schindler
Text-Guided Attention Model for Image Captioning PDF
Jonghwan Mun, Minsu Cho, Bohyung Han

Special Track on Cognitive Systems

Imagined Visual Representations as Multimodal Embeddings PDF
Guillem Collell, Ted Zhang, Marie-Francine Moens
Towards Continuous Scientific Data Analysis and Hypothesis Evolution PDF
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? PDF
Smitha Milli, Falk Lieder, Thomas L. Griffiths
Scanpath Complexity: Modeling Reading Effort Using Gaze Information PDF
Abhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya

Special Track on Computational Sustainability

Counting-Based Reliability Estimation for Power-Transmission Grids PDF
Leonardo Duenas-Osorio, Kuldeep S. Meel, Roger Paredes, Moshe Y. Vardi
Combining Satellite Imagery and Open Data to Map Road Safety PDF
Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga
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

EAAI Symposium Full Papers

Creating Serious Robots That Improve Society PDF
Susan P. Imberman, Jean McManus, Gina Otts
Open-Ended Robotics Exploration Projects for Budding Researchers PDF
David R. Musicant, Abha Laddha, Tom Choi

EAAI Symposium Poster Papers

Online SPARC for Drawing and Animation PDF
Elias Marcopoulos, Maede Rayatidamavandi, Crisel Suarez, Yuanlin Zhang

EAAI Model AI Assignments

Model AI Assignments 2017 PDF
Todd W. Neller, Joshua Eckroth, Sravana Reddy, Joshua Ziegler, Jason Bindewald, Gilbert Peterson, Thomas Way, Paula Matuszek, Lillian Cassel, Mary-Angela Papalaskari, Carol Weiss, Ariel Anders, Sertac Karaman

Senior Member Blue Sky

Strategic Social Network Analysis PDF
Tomasz P. Michalak, Talal Rahwan, Michael Wooldridge

Student Abstracts

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning PDF
Piotr Antonik, Marc Haelterman, Serge Massar
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback PDF
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Neuron Learning Machine for Representation Learning PDF
Jia Liu, Maoguo Gong, Qiguang Miao
Semantic Interpretation of Social Network Communities PDF
Tushar Maheshwari, Aishwarya N. Reganti, Upendra Kumar, Tanmoy Chakraborty, Amitava Das
Extreme Gradient Boosting and Behavioral Biometrics PDF
Benjamin Manning
Plan Recognition Design PDF
Reuth Mirsky, Roni Stern, Ya'akov (Kobi) Gal, Meir Kalech
Automatically Extracting Axioms in Classical Planning PDF
Shuwa Miura, Alex Fukunaga
Preference Elicitation in DCOPs for Scheduling Devices in Smart Buildings PDF
Atena M. Tabakhi
Evolutionary Machine Learning for RTS Game StarCraft PDF
Lianlong Wu, Andrew Markham
Enhancing the Privacy of Predictors PDF
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer
A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly PDF
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung

What's Hot

What's Hot in Constraint Programming PDF
Laurent D. Michel, Michel Rueher
The State of the AIIDE Conference in 2017 PDF
Nathan R. Sturtevant, Brian Magerko

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
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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