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 |
| Profit-Driven Team Grouping in Social Networks | |
| Shaojie Tang |
| StructInf: Mining Structural Influence from Social Streams | |
| Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun |
Artificial Intelligence and the Web
| CLARE: A Joint Approach to Label Classification and Tag Recommendation | |
| Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu, Baoxin Li |
Game Playing and Interactive Entertainment
| The Efficiency of the HyperPlay Technique Over Random Sampling | |
| Michael Schofield, Michael Thielscher |
Game Theory and Economic Paradigms
| Envy-Free Mechanisms with Minimum Number of Cuts | |
| Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik |
| Teams in Online Scheduling Polls: Game-Theoretic Aspects | |
| Robert Bredereck, Jiehua Chen, Rolf Niedermeier, Svetlana Obraztsova, Nimrod Talmon |
| Bounded Rationality of Restricted Turing Machines | |
| Lijie Chen, Pingzhong Tang, Ruosong Wang |
| 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 |
| Optimal Pricing for Submodular Valuations with Bounded Curvature | |
| Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi |
| Psychological Forest: Predicting Human Behavior | |
| Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz |
| Fans Economy and All-Pay Auctions with Proportional Allocations | |
| Pingzhong Tang, Yulong Zeng, Song Zuo |
| The Positronic Economist: A Computational System for Analyzing Economic Mechanisms | |
| David Thompson, Neil Newman, Kevin Leyton-Brown |
| The Dollar Auction with Spiteful Players | |
| Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings |
Heuristic Search and Optimization
| Reactive Dialectic Search Portfolios for MaxSAT | |
| Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
Knowledge Representation and Reasoning
| Add Data into Business Process Verification: Bridging the Gap between Theory and Practice | |
| Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris |
| Ontology Materialization by Abstraction Refinement in Horn SHOIF | |
| Birte Glimm, Yevgeny Kazakov, Trung-Kien Tran |
| Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs | |
| Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
Machine Learning Applications
| Multidimensional Scaling on Multiple Input Distance Matrices | |
| Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian |
| Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction | |
| Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi |
| Simultaneous Clustering and Ensemble | |
| Zhiqiang Tao, Hongfu Liu, Yun Fu |
| A Deep Hierarchical Approach to Lifelong Learning in Minecraft | |
| Chen Tessler, Shahar Givony, Tom Zahavy, Daniel J. Mankowitz, Shie Mannor |
| Learning Attributes from the Crowdsourced Relative Labels | |
| Tian Tian, Ning Chen, Jun Zhu |
| Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval | |
| Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao |
| Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction | |
| Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
Machine Learning Methods
| Scalable Multitask Policy Gradient Reinforcement Learning | |
| Salam El Bsat, Haitham Bou Ammar, Matthew E. Taylor |
| Structure Regularized Unsupervised Discriminant Feature Analysis | |
| Mingyu Fan, Xiaojun Chang, Dacheng Tao |
| MPGL: An Efficient Matching Pursuit Method for Generalized LASSO | |
| Dong Gong, Mingkui Tan, Yanning Zhang, Anton van den Hengel, Qinfeng Shi |
| Learning Invariant Deep Representation for NIR-VIS Face Recognition | |
| Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan |
| Cost-Sensitive Feature Selection via F-Measure Optimization Reduction | |
| Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao |
| Approximate Conditional Gradient Descent on Multi-Class Classification | |
| Zhuanghua Liu, Ivor Tsang |
| The Multivariate Generalised von Mises Distribution: Inference and Applications | |
| Alexandre K. W. Navarro, Jes Frellsen, Richard E. Turner |
| Unimodal Thompson Sampling for Graph-Structured Arms | |
| Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti |
| Column Networks for Collective Classification | |
| Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh |
| Compressed K-Means for Large-Scale Clustering | |
| Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun |
| Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks | |
| Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao |
| Distributed Negative Sampling for Word Embeddings | |
| Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis |
| Self-Correcting Models for Model-Based Reinforcement Learning | |
| Erik Talvitie |
| Distant Domain Transfer Learning | |
| Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang |
| Confidence-Rated Discriminative Partial Label Learning | |
| Cai-Zhi Tang, Min-Ling Zhang |
| Cross-Domain Ranking via Latent Space Learning | |
| Jie Tang, Wendy Hall |
| How to Train a Compact Binary Neural Network with High Accuracy? | |
| Wei Tang, Gang Hua, Liang Wang |
| Policy Search with High-Dimensional Context Variables | |
| Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama |
| Coactive Critiquing: Elicitation of Preferences and Features | |
| Stefano Teso, Paolo Dragone, Andrea Passerini |
| Importance Sampling with Unequal Support | |
| Philip S. Thomas, Emma Brunskill |
| Achieving Privacy in the Adversarial Multi-Armed Bandit | |
| Aristide Charles Yedia Tossou, Christos Dimitrakakis |
| Thompson Sampling for Stochastic Bandits with Graph Feedback | |
| Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi |
| Selecting Sequences of Items via Submodular Maximization | |
| Sebastian Tschiatschek, Adish Singla, Andreas Krause |
| Latent Smooth Skeleton Embedding | |
| Li Wang, Qi Mao, Ivor W. Tsang |
| Beyond RPCA: Flattening Complex Noise in the Frequency Domain | |
| Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao |
| Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning | |
| Yue Zhu, Kai Ming Ting, Zhi-Hua Zhou |
Natural Language Processing and Knowledge Representation
| Neural Machine Translation with Reconstruction | |
| Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li |
Natural Language Processing and Machine Learning
| Deterministic Attention for Sequence-to-Sequence Constituent Parsing | |
| Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita |
| Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation | |
| Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron Courville |
| Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation | |
| Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
| Neural Machine Translation Advised by Statistical Machine Translation | |
| Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang |
| Variational Autoencoder for Semi-Supervised Text Classification | |
| Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
Natural Language Processing and Text Mining
| Unsupervised Sentiment Analysis with Signed Social Networks | |
| Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu |
| Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks | |
| Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka |
| Word Embedding Based Correlation Model for Question/Answer Matching | |
| Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
Planning and Scheduling
| Computational Issues in Time-Inconsistent Planning | |
| Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu |
Reasoning under Uncertainty
| Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces | |
| Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith |
| Latent Dependency Forest Models | |
| Shanbo Chu, Yong Jiang, Kewei Tu |
| Hindsight Optimization for Hybrid State and Action MDPs | |
| Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
Robotics
| A Diversified Generative Latent Variable Model for WiFi-SLAM | |
| Hao Xiong, Dacheng Tao |
Vision
| Regularized Diffusion Process for Visual Retrieval | |
| Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki |
| VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem | |
| Ronald Clark, Sen Wang, Hongkai Wen, Andrew Markham, Niki Trigoni |
| Active Video Summarization: Customized Summaries via On-line Interaction with the User | |
| Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan |
| Nonnegative Orthogonal Graph Matching | |
| Bo Jiang, Jin Tang, Chris Ding, Bin Luo |
| Learning Patch-Based Dynamic Graph for Visual Tracking | |
| Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang |
| Image Caption with Global-Local Attention | |
| Linghui Li, Sheng Tang, Lixi Deng, Yongdong Zhang, Qi Tian |
| Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment | |
| Zechao Li, Jinhui Tang |
| Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity | |
| Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu |
Special Track on Cognitive Systems
| Towards a Brain Inspired Model of Self-Awareness for Sociable Agents | |
| Budhitama Subagdja, Ah-Hwee Tan |
| Semantic Proto-Role Labeling | |
| Adam Teichert, Adam Poliak, Benjamin Van Durme, Matthew R. Gormley |
Special Track on Integrated Systems
| Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer’s Disease | |
| Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng |
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 |
| AI Projects for Computer Science Capstone Classes (Extended Abstract) | |
| Matthew E. Taylor, Sakire Arslan Ay |
Student Abstracts
| Semantic Inference of Bird Songs Using Dynamic Bayesian Networks | |
| Keisuke Daimon, Richard W. Hedley, Charles E. Taylor |
| SReN: Shape Regression Network for Comic Storyboard Extraction | |
| Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang |
| Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition | |
| Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao |
| Predicting User Roles from Computer Logs Using Recurrent Neural Networks | |
| Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson |
| Attention Based LSTM for Target Dependent Sentiment Classification | |
| Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen |
| Authorship Attribution with Topic Drift Model | |
| Min Yang, Dingju Zhu, Yong Tang, Jingxuan Wang |
Demonstrations
| AniDraw: When Music and Dance Meet Harmoniously | |
| Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming |
| 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 |