Technical Papers: Applications
Face Behind Makeup | |
Shuyang Wang, Yun Fu |
Social Role-Aware Emotion Contagion in Image Social Networks | |
Yang Yang, Jia Jia, Boya Wu, Jie Tang |
Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data | |
Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang |
On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks | |
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 | |
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Deren Chen |
Community-Based Question Answering via Heterogeneous Social Network Learning | |
Hanyin Fang, Fei Wu, Zhou Zhao, Xinyu Duan, Yueting Zhuang, Martin Ester |
Improved Neural Machine Translation with SMT Features | |
Wei He, Zhongjun He, Hua Wu, Haifeng Wang |
Detect Overlapping Communities via Ranking Node Popularities | |
Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang |
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts | |
Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan |
Predicting Online Protest Participation of Social Media Users | |
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 | |
Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum |
Recommendation with Social Dimensions | |
Jiliang Tang, Suhang Wang, Xia Hu, Dawei Yin, Yingzhou Bi, Yi Chang, Huan Liu |
Semantic Community Identification in Large Attribute Networks | |
Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang |
Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition | |
Bo Wu, Tao Mei, Wen-Huang Cheng, Yongdong Zhang |
Modeling Users’ Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective | |
Le Wu, Yong Ge, Qi Liu, Enhong Chen, Bai Long, Zhenya Huang |
Cross-Lingual Taxonomy Alignment with Bilingual Biterm Topic Model | |
Tianxing Wu, Guilin Qi, Haofen Wang, Kang Xu, Xuan Cui |
Technical Papers: Game Theory and Economic Paradigms
Strategyproof Peer Selection: Mechanisms, Analyses, and Experiments | |
Haris Aziz, Omer Lev, Nicholas Mattei, Jeffrey S. Rosenschein, Toby Walsh |
A Geometric Method to Construct Minimal Peer Prediction Mechanisms | |
Rafael Frongillo, Jens Witkowski |
Who Can Win a Single-Elimination Tournament? | |
Michael P. Kim, Warut Suksompong, Virginia Vassilevska Williams |
When Can the Maximin Share Guarantee Be Guaranteed? | |
David Kurokawa, Ariel D. Procaccia, Junxing Wang |
Closeness Centrality for Networks with Overlapping Community Structure | |
Mateusz K. Tarkowski, Piotr Szczepański, Talal Rahwan, Tomasz P. Michalak, Michael Wooldridge |
Computing Optimal Monitoring Strategy for Detecting Terrorist Plots | |
Zhen Wang, Yue Yin, Bo An |
Technical Papers: Heuristic Search and Optimization
DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks | |
Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu |
Linearized Alternating Direction Method with Penalization for Nonconvex and Nonsmooth Optimization | |
Yiyang Wang, Risheng Liu, Xiaoliang Song, Zhixun Su |
Two Efficient Local Search Algorithms for Maximum Weight Clique Problem | |
Yiyuan Wang, Shaowei Cai, Minghao Yin |
Technical Papers: Knowledge Representation and Reasoning
Locally Adaptive Translation for Knowledge Graph Embedding | |
Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng |
A Model for Learning Description Logic Ontologies Based on Exact Learning | |
Boris Konev, Ana Ozaki, Frank Wolter |
Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation | |
Johannes P. Wallner, Andreas Niskanen, Matti Järvisalo |
Query Answering with Inconsistent Existential Rules under Stable Model Semantics | |
Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang |
Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes | |
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 | |
Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li |
Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks | |
Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Ann Heng |
Towards Optimal Binary Code Learning via Ordinal Embedding | |
Hong Liu, Rongrong Ji, Yongjian Wu, Wei Liu |
Convolutional Neural Networks over Tree Structures for Programming Language Processing | |
Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin |
Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction | |
NhatHai Phan, Yue Wang, Xintao Wu, Dejing Dou |
Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning | |
Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang |
Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization | |
Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu |
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning | |
Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang |
Exploiting an Oracle That Reports AUC Scores in Machine Learning Contests | |
Jacob Whitehill |
Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors | |
Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan |
Tracking Idea Flows between Social Groups | |
Yangxin Zhong, Shixia Liu, Xiting Wang, Jiannan Xiao, Yangqiu Song |
Technical Papers: Machine Learning Methods
The Ostomachion Process | |
Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen |
Indexable Probabilistic Matrix Factorization for Maximum Inner Product Search | |
Marco Fraccaro, Ulrich Paquet, Ole Winther |
Risk Minimization in the Presence of Label Noise | |
Wei Gao, Lu Wang, Yu-Feng li, Zhi-Hua Zhou |
Active Learning with Cross-Class Knowledge Transfer | |
Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin |
Deep Learning with S-Shaped Rectified Linear Activation Units | |
Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan |
Re-Active Learning: Active Learning with Relabeling | |
Christopher H. Lin, M Mausam, Daniel S. Weld |
Interaction Point Processes via Infinite Branching Model | |
Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen |
Multiple Kernel k-Means Clustering with Matrix-Induced Regularization | |
Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu |
Learning FRAME Models Using CNN Filters | |
Yang Lu, Song-Chun Zhu, Ying Nian Wu |
New l1-Norm Relaxations and Optimizations for Graph Clustering | |
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang |
The Constrained Laplacian Rank Algorithm for Graph-Based Clustering | |
Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang |
On the Depth of Deep Neural Networks: A Theoretical View | |
Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu |
Learning Sparse Confidence-Weighted Classifier on Very High Dimensional Data | |
Mingkui Tan, Yan Yan, Li Wang, Anton Van Den Hengel, Ivor W. Tsang, Qinfeng (Javen) Shi |
Multitask Generalized Eigenvalue Program | |
Boyu Wang, Joelle Pineau, Borja Balle |
Product Grassmann Manifold Representation and Its LRR Models | |
Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin |
Text Classification with Heterogeneous Information Network Kernels | |
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han |
Semi-Supervised Dictionary Learning via Structural Sparse Preserving | |
Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye |
Relational Knowledge Transfer for Zero-Shot Learning | |
Donghui Wang, Yanan Li, Yuetan Lin, Yueting Zhuang |
Optimizing Multivariate Performance Measures from Multi-View Data | |
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 | |
Shouyi Wang, Kinming Kam, Cao Xiao, Stephen Bowen, Wanpracha Art Chaovalitwongse |
Co-Regularized PLSA for Multi-Modal Learning | |
Xin Wang, MingChing Chang, Yiming Ying, Siwei Lyu |
Toward a Better Understanding of Deep Neural Network Based Acoustic Modelling: An Empirical Investigation | |
Xingfu Wang, Lin Wang, Jing Chen, Litao Wu |
Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition | |
Yining Wang, Aarti Singh |
Learning by Transferring from Unsupervised Universal Sources | |
Yu-Xiong Wang, Martial Hebert |
Learning Deep ℓ0 Encoders | |
Zhangyang Wang, Qing Ling, Thomas S. Huang |
Adaptive Normalized Risk-Averting Training for Deep Neural Networks | |
Zhiguang Wang, Tim Oates, James Lo |
Nonlinear Feature Extraction with Max-Margin Data Shifting | |
Jianqiao Wangni, Ning Chen |
Unsupervised Feature Selection on Networks: A Generative View | |
Xiaokai Wei, Bokai Cao, Philip S. Yu |
Model-Free Preference-Based Reinforcement Learning | |
Christian Wirth, Johannes Fürnkranz, Gerhard Neumann |
Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning | |
Baoyuan Wu, Siwei Lyu, Bernard Ghanem |
Representing Sets of Instances for Visual Recognition | |
Jianxin Wu, Bin-Bin Gao, Guoqing Liu |
Efficient Average Reward Reinforcement Learning Using Constant Shifting Values | |
Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen |
Deep Hashing Network for Efficient Similarity Retrieval | |
Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao |
Technical Papers: Multiagent Systems
Global Model Checking on Pushdown Multi-Agent Systems | |
Taolue Chen, Fu Song, Zhilin Wu |
Is It Harmful When Advisors Only Pretend to Be Honest? | |
Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu |
Technical Papers: NLP and Knowledge Representation
Verb Pattern: A Probabilistic Semantic Representation on Verbs | |
Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang |
Fine-Grained Semantic Conceptualization of FrameNet | |
Jin-woo Park, Seung-won Hwang, Haixun Wang |
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter | |
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 | |
Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu |
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences | |
Hongyuan Mei, Mohit Bansal, Matthew R. Walter |
Text Matching as Image Recognition | |
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, Xueqi Cheng |
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations | |
Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng |
Morphological Segmentation with Window LSTM Neural Networks | |
Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo |
Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching | |
Michael Wick, Pallika Kanani, Adam Pocock |
Technical Papers: NLP and Text Mining
Distant IE by Bootstrapping Using Lists and Document Structure | |
Lidong Bing, Mingyang Ling, Richard C. Wang, William W. Cohen |
TGSum: Build Tweet Guided Multi-Document Summarization Dataset | |
Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou |
Temporal Topic Analysis with Endogenous and Exogenous Processes | |
Baiyang Wang, Diego Klabjan |
Identifying Search Keywords for Finding Relevant Social Media Posts | |
Shuai Wang, Zhiyuan Chen, Bing Liu, Sherry Emery |
Personalized Microblog Sentiment Classification via Multi-Task Learning | |
Fangzhao Wu, Yongfeng Huang |
Improving Recommendation of Tail Tags for Questions in Community Question Answering | |
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou |
Exploring Multiple Feature Spaces for Novel Entity Discovery | |
Zhaohui Wu, Yang Song, C. Lee Giles |
Tweet Timeline Generation with Determinantal Point Processes | |
Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Chang, Jianguo Xiao |
Aggregating Inter-Sentence Information to Enhance Relation Extraction | |
Hao Zheng, Zhoujun Li, Senzhang Wang, Zhao Yan, Jianshe Zhou |
Technical Papers: Planning and Scheduling
A POMDP Formulation of Proactive Learning | |
Kyle Hollins Wray, Shlomo Zilberstein |
Technical Papers: Reasoning under Uncertainty
Closed-Form Gibbs Sampling for Graphical Models with Algebraic Constraints | |
Hadi Mohasel Afshar, Scott Sanner, Christfried Webers |
RAO*: An Algorithm for Chance-Constrained POMDP's | |
Pedro Henrique Rodrigues Quemel e Assis Santana, Sylvie Thiébaux, Brian Williams |
Technical Papers: Robotics
Selectively Reactive Coordination for a Team of Robot Soccer Champions | |
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 | |
Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen |
Face Video Retrieval via Deep Learning of Binary Hash Representations | |
Zhen Dong, Su Jia, Tianfu Wu, Mingtao Pei |
Transductive Zero-Shot Recognition via Shared Model Space Learning | |
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
Robust Complex Behaviour Modeling at 90Hz | |
Xiangyu Kong, Yizhou Wang, Tao Xiang |
Face Model Compression by Distilling Knowledge from Neurons | |
Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, Xiaoou Tang |
Look, Listen and Learn — A Multimodal LSTM for Speaker Identification | |
Jimmy Ren, Yongtao Hu, Yu-Wing Tai, Chuan Wang, Li Xu, Wenxiu Sun, Qiong Yan |
Domain-Constraint Transfer Coding for Imbalanced Unsupervised Domain Adaptation | |
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 | |
Chunyu Wang, John Flynn, Yizhou Wang, Alan Yuille |
DARI: Distance Metric and Representation Integration for Person Verification | |
Guangrun Wang, Liang Lin, Shengyong Ding, Ya Li, Qing Wang |
Video Semantic Clustering with Sparse and Incomplete Tags | |
Jingya Wang, Xiatian Zhu, Shaogang Gong |
Path Following with Adaptive Path Estimation for Graph Matching | |
Tao Wang, Haibin Ling |
Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features | |
Fangting Xia, Jun Zhu, Peng Wang, Alan L. Yuille |
MC-HOG Correlation Tracking with Saliency Proposal | |
Guibo Zhu, Jinqiao Wang, Yi Wu, Xiaoyu Zhang, Hanqing Lu |
Special Track: Computational Sustainability
Spatially Regularized Streaming Sensor Selection | |
Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang |
Adaptable Regression Method for Ensemble Consensus Forecasting | |
John K. Williams, Peter P. Neilley, Joseph P. Koval, Jeff McDonald |
Optimizing Resilience in Large Scale Networks | |
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein |
Special Track: Integrated AI Capabilities
A Framework for Resolving Open-World Referential Expressions in Distributed Heterogeneous Knowledge Bases | |
Tom Williams, Matthias Scheutz |
EAAI Symposium Full Paper
A Survey of Current Practice and Teaching of AI | |
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 | |
Christian Reotutar, Mbathio Diagne, Evgenii Balai, Edward Wertz, Peter Lee, Shao-Lon Yeh, Yuanlin Zhang |
Training Watson — A Cognitive Systems Course | |
Michael Wollowski |
EAAI Symposium Model AI Assignments
Model AI Assignments 2016 | |
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 | |
Joshua Greene, Francesca Rossi, John Tasioulas, Kristen Brent Venable, Brian Williams |
Senior Member Summary Talks
Strategic Behaviour When Allocating Indivisible Goods | |
Toby Walsh |
Rational Verification: From Model Checking to Equilibrium Checking | |
Michael Wooldridge, Julian Gutierrez, Paul Harrenstein, Enrico Marchioni, Giuseppe Perelli, Alexis Toumi |
Student Abstracts
Predicting Links and Their Building Time: A Path-Based Approach | |
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng |
Human-Robot Trust and Cooperation Through a Game Theoretic Framework | |
Erin Paeng, Jane Wu, James C. Boerkoel |
Text Simplification Using Neural Machine Translation | |
Tong Wang, Ping Chen, John Rochford, Jipeng Qiang |
Business Event Curation: Merging Human and Automated Approaches | |
Yiqi Wang, Huiying Ma, Nichola Lowe, Maryann Feldman, Charles Schmitt |
Direct Discriminative Bag Mapping for Multi-Instance Learning | |
Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu |
Mobility Sequence Extraction and Labeling Using Sparse Cell Phone Data | |
Yingxiang Yang, Peter Widhalm, Shounak Athavale, Marta C. Gonzalez |
Epitomic Image Super-Resolution | |
Yingzhen Yang, Zhangyang Wang, Zhaowen Wang, Shiyu Chang, Ding Liu, Honghui Shi, Thomas S. Huang |
MicroScholar: Mining Scholarly Information from Chinese Microblogs | |
Yang Yu, Xiaojun Wan |
Doctoral Consortium
Architectural Mechanisms for Situated Natural Language Understanding in Uncertain and Open Worlds | |
Tom Williams |
Demonstration Papers
EKNOT: Event Knowledge from News and Opinions in Twitter | |
Min Li, Jingjing Wang, Wenzhu Tong, Hongkun Yu, Xiuli Ma, Yucheng Chen, Haoyan Cai, Jiawei Han |
BBookX: Building Online Open Books for Personalized Learning | |
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 | |
Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang |
An Image Analysis Environment for Species Identification of Food Contaminating Beetles | |
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 | |
Jiaxiang Wu, Qinghao Hu, Cong Leng, Jian Cheng |
SAPE: A System for Situation-Aware Public Security Evaluation | |
Shu Wu, Qiang Liu, Ping Bai, Liang Wang, Tieniu Tan |
Information Credibility Evaluation on Social Media | |
Shu Wu, Qiang Liu, Yong Liu, Liang Wang, Tieniu Tan |
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