Presentations and Authors


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Technical Papers: Applications

Face Behind Makeup PDF
Shuyang Wang, Yun Fu
Social Role-Aware Emotion Contagion in Image Social Networks PDF
Yang Yang, Jia Jia, Boya Wu, Jie Tang
Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data PDF
Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang
On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks PDF
Chuan Zhou, Wei-Xue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo

Technical Papers: AI and the Web

Capturing Semantic Correlation for Item Recommendation in Tagging Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen
Community-Based Question Answering via Heterogeneous Social Network Learning PDF
Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester
Improved Neural Machine Translation with SMT Features PDF
Wei He, Zhongjun He, Hua Wu, Haifeng Wang
Detect Overlapping Communities via Ranking Node Popularities PDF
Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts PDF
Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan
Predicting Online Protest Participation of Social Media Users PDF
Suhas Ranganath, Fred Morstatter, Xia Hu, Jiliang Tang, Suhang Wang, Huan Liu
Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags PDF
Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum
Recommendation with Social Dimensions PDF
Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu
Semantic Community Identification in Large Attribute Networks PDF
Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang
Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition PDF
Bo Wu, Tao Mei, Wen-Huang Cheng, Yongdong Zhang
Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective PDF
Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang
Cross-Lingual Taxonomy Alignment with Bilingual Biterm Topic Model PDF
Tianxing Wu, Guilin Qi, Haofen Wang, Kang Xu, Xuan Cui

Technical Papers: Game Theory and Economic Paradigms

Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments PDF
Haris Aziz, Omer Lev, Nicholas Mattei, Jeffrey S. Rosenschein, Toby Walsh
A Geometric Method to Construct Minimal Peer Prediction Mechanisms PDF
Rafael Frongillo, Jens Witkowski
Who Can Win a Single-Elimination Tournament? PDF
Michael P. Kim, Warut Suksompong, Virginia Vassilevska Williams
When Can the Maximin Share Guarantee Be Guaranteed? PDF
David Kurokawa, Ariel D. Procaccia, Junxing Wang
Closeness Centrality for Networks with Overlapping Community Structure PDF
Mateusz K. Tarkowski, Piotr Szczepański, Talal Rahwan, Tomasz P. Michalak, Michael Wooldridge
Computing Optimal Monitoring Strategy for Detecting Terrorist Plots PDF
Zhen Wang, Yue Yin, Bo An

Technical Papers: Heuristic Search and Optimization

DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks PDF
Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization PDF
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su
Two Efficient Local Search Algorithms for Maximum Weight Clique Problem PDF
Yiyuan Wang, Shaowei Cai, Minghao Yin

Technical Papers: Knowledge Representation and Reasoning

Locally Adaptive Translation for Knowledge Graph Embedding PDF
Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng
A Model for Learning Description Logic Ontologies Based on Exact Learning PDF
Boris Konev, Ana Ozaki, Frank Wolter
Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation PDF
Johannes P. Wallner, Andreas Niskanen, Matti Järvisalo
Query Answering with Inconsistent Existential Rules under Stable Model Semantics PDF
Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang
Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes PDF
Zhe Wang, Ling-Yu Duan, Tiejun Huang, Gao Wen

Technical Papers: Machine Learning Applications

Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer PDF
Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li
Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks PDF
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Ann Heng
Towards Optimal Binary Code Learning via Ordinal Embedding PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Wei Liu
Convolutional Neural Networks over Tree Structures for Programming Language Processing PDF
Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin
Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction PDF
NhatHai Phan, Yue Wang, Xintao Wu, Dejing Dou
Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning PDF
Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang
Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization PDF
Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning PDF
Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang
Exploiting an Oracle That Reports AUC Scores in Machine Learning Contests PDF
Jacob Whitehill
Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors PDF
Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan
Tracking Idea Flows between Social Groups PDF
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song

Technical Papers: Machine Learning Methods

The Ostomachion Process PDF
Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen
Indexable Probabilistic Matrix Factorization for Maximum Inner Product Search PDF
Marco Fraccaro, Ulrich Paquet, Ole Winther
Risk Minimization in the Presence of Label Noise PDF
Wei Gao, Lu Wang, Yu-Feng li, Zhi-Hua Zhou
Active Learning with Cross-Class Knowledge Transfer PDF
Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin
Deep Learning with S-Shaped Rectified Linear Activation Units PDF
Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
Re-Active Learning: Active Learning with Relabeling PDF
Christopher H. Lin, M Mausam, Daniel S. Weld
Interaction Point Processes via Infinite Branching Model PDF
Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen
Multiple Kernel k-Means Clustering with Matrix-Induced Regularization PDF
Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu
Learning FRAME Models Using CNN Filters PDF
Yang Lu, Song-Chun Zhu, Ying Nian Wu
New l1-Norm Relaxations and Optimizations for Graph Clustering PDF
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang
The Constrained Laplacian Rank Algorithm for Graph-Based Clustering PDF
Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang
On the Depth of Deep Neural Networks: A Theoretical View PDF
Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu
Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data PDF
Mingkui Tan, Yan Yan, Li Wang, Anton Van Den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi
Multitask Generalized Eigenvalue Program PDF
Boyu Wang, Joelle Pineau, Borja Balle
Product Grassmann Manifold Representation and Its LRR Models PDF
Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin
Text Classification with Heterogeneous Information Network Kernels PDF
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
Semi-Supervised Dictionary Learning via Structural Sparse Preserving PDF
Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye
Relational Knowledge Transfer for Zero-Shot Learning PDF
Donghui Wang, Yanan Li, Yuetan Lin, Yueting Zhuang
Optimizing Multivariate Performance Measures from Multi-View Data PDF
Jim Jing-Yan Wang, Ivor Wai-Hung Tsang, Xin Gao
An Efficient Time Series Subsequence Pattern Mining and Prediction Framework with an Application to Respiratory Motion Prediction PDF
Shouyi Wang, Kinming Kam, Cao Xiao, Stephen Bowen, Wanpracha Art Chaovalitwongse
Co-Regularized PLSA for Multi-Modal Learning PDF
Xin Wang, MingChing Chang, Yiming Ying, Siwei Lyu
Toward a Better Understanding of Deep Neural Network Based Acoustic Modelling: An Empirical Investigation PDF
Xingfu Wang, Lin Wang, Jing Chen, Litao Wu
Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition PDF
Yining Wang, Aarti Singh
Learning by Transferring from Unsupervised Universal Sources PDF
Yu-Xiong Wang, Martial Hebert
Learning Deep ℓ0 Encoders PDF
Zhangyang Wang, Qing Ling, Thomas S. Huang
Adaptive Normalized Risk-Averting Training for Deep Neural Networks PDF
Zhiguang Wang, Tim Oates, James Lo
Nonlinear Feature Extraction with Max-Margin Data Shifting PDF
Jianqiao Wangni, Ning Chen
Unsupervised Feature Selection on Networks: A Generative View PDF
Xiaokai Wei, Bokai Cao, Philip S. Yu
Model-Free Preference-Based Reinforcement Learning PDF
Christian Wirth, Johannes Fürnkranz, Gerhard Neumann
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning PDF
Baoyuan Wu, Siwei Lyu, Bernard Ghanem
Representing Sets of Instances for Visual Recognition PDF
Jianxin Wu, Bin-Bin Gao, Guoqing Liu
Efficient Average Reward Reinforcement Learning Using Constant Shifting Values PDF
Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen
Deep Hashing Network for Efficient Similarity Retrieval PDF
Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao

Technical Papers: Multiagent Systems

Global Model Checking on Pushdown Multi-Agent Systems PDF
Taolue Chen, Fu Song, Zhilin Wu
Is It Harmful When Advisors Only Pretend to Be Honest? PDF
Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu

Technical Papers: NLP and Knowledge Representation

Verb Pattern: A Probabilistic Semantic Representation on Verbs PDF
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang
Fine-Grained Semantic Conceptualization of FrameNet PDF
Jin-woo Park, Seung-won Hwang, Haixun Wang
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter PDF
Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma

Technical Papers: NLP and Machine Learning

A Representation Learning Framework for Multi-Source Transfer Parsing PDF
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences PDF
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Text Matching as Image Recognition PDF
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations PDF
Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng
Morphological Segmentation with Window LSTM Neural Networks PDF
Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo
Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching PDF
Michael Wick, Pallika Kanani, Adam Pocock

Technical Papers: NLP and Text Mining

Distant IE by Bootstrapping Using Lists and Document Structure PDF
Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen
TGSum: Build Tweet Guided Multi-Document Summarization Dataset PDF
Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou
Temporal Topic Analysis with Endogenous and Exogenous Processes PDF
Baiyang Wang, Diego Klabjan
Identifying Search Keywords for Finding Relevant Social Media Posts PDF
Shuai Wang, Zhiyuan Chen, Bing Liu, Sherry Emery
Personalized Microblog Sentiment Classification via Multi-Task Learning PDF
Fangzhao Wu, Yongfeng Huang
Improving Recommendation of Tail Tags for Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
Exploring Multiple Feature Spaces for Novel Entity Discovery PDF
Zhaohui Wu, Yang Song, C. Lee Giles
Tweet Timeline Generation with Determinantal Point Processes PDF
Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Chang, Jianguo Xiao
Aggregating Inter-Sentence Information to Enhance Relation Extraction PDF
Hao Zheng, Zhoujun Li, Senzhang Wang, Zhao Yan, Jianshe Zhou

Technical Papers: Planning and Scheduling

A POMDP Formulation of Proactive Learning PDF
Kyle Hollins Wray, Shlomo Zilberstein

Technical Papers: Reasoning under Uncertainty

Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints PDF
Hadi Mohasel Afshar, Scott Sanner, Christfried Webers
RAO*: An Algorithm for Chance-Constrained POMDP's PDF
Pedro Henrique Rodrigues Quemel e Assis Santana, Sylvie Thiébaux, Brian Williams

Technical Papers: Robotics

Selectively Reactive Coordination for a Team of Robot Soccer Champions PDF
Juan Pablo Mendoza, Joydeep Biswas, Philip Cooksey, Richard Wang, Steven Klee, Danny Zhu, Manuela Veloso

Technical Papers: Vision

Deep Quantization Network for Efficient Image Retrieval PDF
Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen
Face Video Retrieval via Deep Learning of Binary Hash Representations PDF
Zhen Dong, Su Jia, Tianfu Wu, Mingtao Pei
Transductive Zero-Shot Recognition via Shared Model Space Learning PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang
Robust Complex Behaviour Modeling at 90Hz PDF
Xiangyu Kong, Yizhou Wang, Tao Xiang
Face Model Compression by Distilling Knowledge from Neurons PDF
Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, Xiaoou Tang
Look, Listen and Learn — A Multimodal LSTM for Speaker Identification PDF
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan
Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation PDF
Yao-Hung Hubert Tsai, Cheng-An Hou, Wei-Yu Chen, Yi-Ren Yeh, Yu-Chiang Frank Wang
Recognizing Actions in 3D Using Action-Snippets and Activated Simplices PDF
Chunyu Wang, John Flynn, Yizhou Wang, Alan Yuille
DARI: Distance Metric and Representation Integration for Person Verification PDF
Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang
Video Semantic Clustering with Sparse and Incomplete Tags PDF
Jingya Wang, Xiatian Zhu, Shaogang Gong
Path Following with Adaptive Path Estimation for Graph Matching PDF
Tao Wang, Haibin Ling
Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features PDF
Fangting Xia, Jun Zhu, Peng Wang, Alan L. Yuille
MC-HOG Correlation Tracking with Saliency Proposal PDF
Guibo Zhu, Jinqiao Wang, Yi Wu, Xiaoyu Zhang, Hanqing Lu

Special Track: Computational Sustainability

Spatially Regularized Streaming Sensor Selection PDF
Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang
Adaptable Regression Method for Ensemble Consensus Forecasting PDF
John K. Williams, Peter P. Neilley, Joseph P. Koval, Jeff McDonald
Optimizing Resilience in Large Scale Networks PDF
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein

Special Track: Integrated AI Capabilities

A Framework for Resolving Open-World Referential Expressions in Distributed Heterogeneous Knowledge Bases PDF
Tom Williams, Matthias Scheutz

EAAI Symposium Full Paper

A Survey of Current Practice and Teaching of AI PDF
Michael Wollowski, Robert Selkowitz, Laura E. Brown, Ashok Goel, George Luger, Jim Marshall, Andrew Neel, Todd Neller, Peter Norvig

EAAI Symposium Poster Paper

An Online Logic Programming Development Environment PDF
Christian Reotutar, Mbathio Diagne, Evgenii Balai, Edward Wertz, Peter Lee, Shao-Lon Yeh, Yuanlin Zhang
Training Watson — A Cognitive Systems Course PDF
Michael Wollowski

EAAI Symposium Model AI Assignments

Model AI Assignments 2016 PDF
Todd W. Neller, Laura E. Brown, James B. Marshall, Lisa Torrey, Nate Derbinsky, Andrew A. Ward, Thomas E. Allen, Judy Goldsmith, Nahom Muluneh

Senior Member Blue Sky Papers

Embedding Ethical Principles in Collective Decision Support Systems PDF
Joshua Greene, Francesca Rossi, John Tasioulas, Kristen Brent Venable, Brian Williams

Senior Member Summary Talks

Strategic Behaviour When Allocating Indivisible Goods PDF
Toby Walsh
Rational Verification: From Model Checking to Equilibrium Checking PDF
Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi

Student Abstracts

Predicting Links and Their Building Time: A Path-Based Approach PDF
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng
Human-Robot Trust and Cooperation Through a Game Theoretic Framework PDF
Erin Paeng, Jane Wu, James C. Boerkoel
Text Simplification Using Neural Machine Translation PDF
Tong Wang, Ping Chen, John Rochford, Jipeng Qiang
Business Event Curation: Merging Human and Automated Approaches PDF
Yiqi Wang, Huiying Ma, Nichola Lowe, Maryann Feldman, Charles Schmitt
Direct Discriminative Bag Mapping for Multi-Instance Learning PDF
Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu
Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data PDF
Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. Gonzalez
Epitomic Image Super-Resolution PDF
Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang
MicroScholar: Mining Scholarly Information from Chinese Microblogs PDF
Yang Yu, Xiaojun Wan

Doctoral Consortium

Architectural Mechanisms for Situated Natural Language Understanding in Uncertain and Open Worlds PDF
Tom Williams

Demonstration Papers

EKNOT: Event Knowledge from News and Opinions in Twitter PDF
Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han
BBookX: Building Online Open Books for Personalized Learning PDF
Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
Write-righter: An Academic Writing Assistant System PDF
Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang
An Image Analysis Environment for Species Identification of Food Contaminating Beetles PDF
Daniel Martin, Hongjian Ding, Leihong Wu, Howard Semey, Amy Barnes, Darryl Langley, Su Inn Park, Zhichao Liu, Weida Tong, Joshua Xu
Shoot to Know What: An Application of Deep Networks on Mobile Devices PDF
Jiaxiang Wu, Qinghao Hu, Cong Leng, Jian Cheng
SAPE: A System for Situation-Aware Public Security Evaluation PDF
Shu Wu, Qiang Liu, Ping Bai, Liang Wang, Tieniu Tan
Information Credibility Evaluation on Social Media PDF
Shu Wu, Qiang Liu, Yong Liu, Liang Wang, Tieniu Tan


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