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
| 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 |
| Treatment Effect Estimation with Data-Driven Variable Decomposition | |
| Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang |
| Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems | |
| Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng |
| Visual Sentiment Analysis by Attending on Local Image Regions | |
| Quanzeng You, Hailin Jin, Jiebo Luo |
Game Theory and Economic Paradigms
| Phragmén’s Voting Methods and Justified Representation | |
| Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner |
| Selfish Knapsack | |
| Itai Feigenbaum, Matthew P. Johnson |
| Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces | |
| Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown |
| An Ambiguity Aversion Model for Decision Making under Ambiguity | |
| Wenjun Ma, Xudong Luo, Yuncheng Jiang |
| The Dollar Auction with Spiteful Players | |
| Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings |
Heuristic Search and Optimization
| An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs | |
| Hua Jiang, Chu-Min Li, Felip Manya |
| Learning to Prune Dominated Action Sequences in Online Black-Box Planning | |
| Yuu Jinnai, Alex Fukunaga |
Human-Aware Artificial Intelligence
| Examples-Rules Guided Deep Neural Network for Makeup Recommendation | |
| Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu |
Humans and Artificial Intelligence
| Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data | |
| Shan Wu, Shangfei Wang, Qiang Ji |
Knowledge Representation and Reasoning
| Number Restrictions on Transitive Roles in Description Logics with Nominals | |
| Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung |
| An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction | |
| Mengxue Zhang, Tushar Mathew, Brendan A. Juba |
Machine Learning Applications
| Additional Multi-Touch Attribution for Online Advertising | |
| Wendi Ji, Xiaoling Wang |
| Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction | |
| Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang |
| Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification | |
| Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen |
| ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy | |
| Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang |
| Multiset Feature Learning for Highly Imbalanced Data Classification | |
| Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang |
Machine Learning Methods
| Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning | |
| Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain |
| Recovering True Classifier Performance in Positive-Unlabeled Learning | |
| Shantanu Jain, Martha White, Predrag Radivojac |
| Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning | |
| Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu |
| A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis | |
| Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin |
| Ordinal Constrained Binary Code Learning for Nearest Neighbor Search | |
| Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang |
| Online Active Linear Regression via Thresholding | |
| Carlos Riquelme, Ramesh Johari, Baosen Zhang |
| Adaptive Proximal Average Approximation for Composite Convex Minimization | |
| Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma |
| Spectral Clustering with Brainstorming Process for Multi-View Data | |
| Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim |
| Deep Learning for Fixed Model Reuse | |
| Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou |
| Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification | |
| Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu |
Natural Language Processing and Knowledge Representation
| Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions | |
| Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao |
| Incorporating Knowledge Graph Embeddings into Topic Modeling | |
| Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen |
Natural Language Processing and Machine Learning
| Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation | |
| Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
Natural Language Processing and Text Mining
| Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction | |
| Ying Ding, Jianfei Yu, Jing Jiang |
| Efficient Dependency-Guided Named Entity Recognition | |
| Zhanming Jie, Aldrian Obaja Muis, Wei Lu |
| Word Embedding Based Correlation Model for Question/Answer Matching | |
| Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
Planning and Scheduling
| An Analysis of Monte Carlo Tree Search | |
| Steven James, George Konidaris, Benjamin Rosman |
Reasoning under Uncertainty
| Latent Dependency Forest Models | |
| Shanbo Chu, Yong Jiang, Kewei Tu |
Vision
| Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition | |
| Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu |
| Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network | |
| Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji |
| Nonnegative Orthogonal Graph Matching | |
| Bo Jiang, Jin Tang, Chris Ding, Bin Luo |
| Multi-Path Feedback Recurrent Neural Networks for Scene Parsing | |
| Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan |
| Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization | |
| Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou |
| Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs | |
| Xinhang Song, Luis Herranz, Shuqiang Jiang |
| Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image | |
| Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng |
Special Track on Cognitive Systems
| Inductive Reasoning about Ontologies Using Conceptual Spaces | |
| Zied Bouraoui, Shoaib Jameel, Steven Schockaert |
EAAI Symposium Full Papers
| An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects | |
| Andy Zhang, John Lee, Ciante Jones, Zachary Dodds |
Student Abstracts
| A Deep Learning Approach for Arabic Caption Generation Using Roots-Words | |
| Vasu Jindal |
| Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains | |
| Yuu Jinnai, Alex Fukunaga |
What's Hot
| SAT Competition 2016: Recent Developments | |
| Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo |
| Automated Negotiating Agents Competition (ANAC) | |
| Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks |
Demonstrations
| AniDraw: When Music and Dance Meet Harmoniously | |
| Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming |
| A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion | |
| Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang |
| Visual Memory QA: Your Personal Photo and Video Search Agent | |
| Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann |
| Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation | |
| Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman |
| An Event Reconstruction Tool for Conflict Monitoring Using Social Media | |
| Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann |
| Webly-Supervised Learning of Multimodal Video Detectors | |
| Junwei Liang, Lu Jiang, Alexander Hauptmann |
| SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences | |
| Jiayu Long, Jia Jia, Han Xu |