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

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
Treatment Effect Estimation with Data-Driven Variable Decomposition PDF
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang
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
Visual Sentiment Analysis by Attending on Local Image Regions PDF
Quanzeng You, Hailin Jin, Jiebo Luo

Game Theory and Economic Paradigms

Phragmén’s Voting Methods and Justified Representation PDF
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner
Selfish Knapsack PDF
Itai Feigenbaum, Matthew P. Johnson
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces PDF
Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown
An Ambiguity Aversion Model for Decision Making under Ambiguity PDF
Wenjun Ma, Xudong Luo, Yuncheng Jiang
The Dollar Auction with Spiteful Players PDF
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 PDF
Hua Jiang, Chu-Min Li, Felip Manya
Learning to Prune Dominated Action Sequences in Online Black-Box Planning PDF
Yuu Jinnai, Alex Fukunaga

Human-Aware Artificial Intelligence

Examples-Rules Guided Deep Neural Network for Makeup Recommendation PDF
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 PDF
Shan Wu, Shangfei Wang, Qiang Ji

Knowledge Representation and Reasoning

Number Restrictions on Transitive Roles in Description Logics with Nominals PDF
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung
An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction PDF
Mengxue Zhang, Tushar Mathew, Brendan A. Juba

Machine Learning Applications

Additional Multi-Touch Attribution for Online Advertising PDF
Wendi Ji, Xiaoling Wang
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction PDF
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification PDF
Xiao-Yuan Jing, Fei Wu, Xiwei Dong, Shiguang Shan, Songcan Chen
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy PDF
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang
Multiset Feature Learning for Highly Imbalanced Data Classification PDF
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 PDF
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain
Recovering True Classifier Performance in Positive-Unlabeled Learning PDF
Shantanu Jain, Martha White, Predrag Radivojac
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning PDF
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang
Online Active Linear Regression via Thresholding PDF
Carlos Riquelme, Ramesh Johari, Baosen Zhang
Adaptive Proximal Average Approximation for Composite Convex Minimization PDF
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
Spectral Clustering with Brainstorming Process for Multi-View Data PDF
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim
Deep Learning for Fixed Model Reuse PDF
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 PDF
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 PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Incorporating Knowledge Graph Embeddings into Topic Modeling PDF
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 PDF
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 PDF
Ying Ding, Jianfei Yu, Jing Jiang
Efficient Dependency-Guided Named Entity Recognition PDF
Zhanming Jie, Aldrian Obaja Muis, Wei Lu
Word Embedding Based Correlation Model for Question/Answer Matching PDF
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong

Planning and Scheduling

An Analysis of Monte Carlo Tree Search PDF
Steven James, George Konidaris, Benjamin Rosman

Reasoning under Uncertainty

Latent Dependency Forest Models PDF
Shanbo Chu, Yong Jiang, Kewei Tu

Vision

Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition PDF
Zhen Dong, Su Jia, Chi Zhang, Mingtao Pei, Yuwei Wu
Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network PDF
Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji
Nonnegative Orthogonal Graph Matching PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing PDF
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization PDF
Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs PDF
Xinhang Song, Luis Herranz, Shuqiang Jiang
Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image PDF
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 PDF
Zied Bouraoui, Shoaib Jameel, Steven Schockaert

EAAI Symposium Full Papers

An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects PDF
Andy Zhang, John Lee, Ciante Jones, Zachary Dodds

Student Abstracts

A Deep Learning Approach for Arabic Caption Generation Using Roots-Words PDF
Vasu Jindal
Learning to Avoid Dominated Action Sequences in Planning for Black-Box Domains PDF
Yuu Jinnai, Alex Fukunaga

What's Hot

SAT Competition 2016: Recent Developments PDF
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo
Automated Negotiating Agents Competition (ANAC) PDF
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks

Demonstrations

AniDraw: When Music and Dance Meet Harmoniously PDF
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming
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
Visual Memory QA: Your Personal Photo and Video Search Agent PDF
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann
Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation PDF
Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman
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
Webly-Supervised Learning of Multimodal Video Detectors PDF
Junwei Liang, Lu Jiang, Alexander Hauptmann
SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences PDF
Jiayu Long, Jia Jia, Han Xu


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