Presentations and Authors


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Track:
 

Main Track: AI and the Web

Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
Improving Context and Category Matching for Entity Search PDF
Yueguo Chen, Lexi Gao, Shuming Shi, Xiaoyong Du, Ji-Rong Wen
Source Free Transfer Learning for Text Classification PDF
Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
Stochastic Privacy PDF
Adish Singla, Eric Horvitz, Ece Kamar, Ryen White
Acquiring Comparative Commonsense Knowledge from the Web PDF
Niket Tandon, Gerard de Melo, Gerhard Weikum
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems PDF
Beidou Wang, Martin Ester, Jiajun Bu, Deng Cai
Cross-Lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis PDF
Zhigang Wang, Juanzi Li, Shuangjie Li, Mingyang Li, Jie Tang, Kuo Zhang, Kun Zhang
Emotion Classification in Microblog Texts Using Class Sequential Rules PDF
Shiyang Wen, Xiaojun Wan
Quality-Based Learning for Web Data Classification PDF
Ou Wu, Ruiguang Hu, Xue Mao, Weiming Hu
Learning Temporal Dynamics of Behavior Propagation in Social Networks PDF
Jun Zhang, Chaokun Wang, Jianmin Wang
Trust Prediction with Propagation and Similarity Regularization PDF
Xiaoming Zheng, Yan Wang, Mehmet A. Orgun, Youliang Zhong, Guanfeng Liu

Main Track: Applications

Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes PDF
Huawei Shen, Dashun Wang, Chaoming Song, Albert-László Barabási
How Do Your Friends on Social Media Disclose Your Emotions? PDF
Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, Jie Tang

Main Track: Cognitive Systems

Large-Scale Analogical Reasoning PDF
Vinay K. Chaudhri, Stijn J. Heymans, Adam Overholtzer, Aaron Spaulding, Michael Wessel

Main Track: Computational Sustainability and AI

Rounded Dynamic Programming for Tree-Structured Stochastic Network Design PDF
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein
Contextually Supervised Source Separation with Application to Energy Disaggregation PDF
Matt Wytock, J. Zico Kolter
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists PDF
Jun Yu, Rebecca A. Hutchinson, Weng-Keen Wong

Main Track: Game Theory and Economic Paradigms

Fixing a Balanced Knockout Tournament PDF
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nicholas Mattei, Paul Stursberg, Toby Walsh
A Strategy-Proof Online Auction with Time Discounting Values PDF
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen

Main Track: Humans and AI

Sketch Recognition with Natural Correction and Editing PDF
Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui

Main Track: Knowledge Representation and Reasoning

A Tractable Approach to ABox Abduction over Description Logic Ontologies PDF
Jianfeng Du, Kewen Wang, Yi-Dong Shen
Elementary Loops Revisited PDF
Jianmin Ji, Hai Wan, Peng Xiao, Ziwei Huo, Zhanhao Xiao
Computing General First-Order Parallel and Prioritized Circumscription PDF
Hai Wan, Zhanhao Xiao, Zhenfeng Yuan, Heng Zhang, Yan Zhang
Knowledge Graph Embedding by Translating on Hyperplanes PDF
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
Abduction Framework for Repairing Incomplete EL Ontologies: Complexity Results and Algorithms PDF
Fang Wei-Kleiner, Zlatan Dragisic, Patrick Lambrix
Local-to-Global Consistency Implies Tractability of Abduction PDF
Michal Wrona
Contraction and Revision over DL-Lite TBoxes PDF
Zhiqiang Zhuang, Zhe Wang, Kewen Wang, Guilin Qi

Main Track: Machine Learning Applications

SOML: Sparse Online Metric Learning with Application to Image Retrieval PDF
Xingyu Gao, Steven C.H. Hoi, Yongdong Zhang, Ji Wan, Jintao Li
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization PDF
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Direct Semantic Analysis for Social Image Classification PDF
Zhiwu Lu, Liwei Wang, Ji-Rong Wen
Discovering Better AAAI Keywords via Clustering with Community-Sourced Constraints PDF
Kelly H. Moran, Byron C. Wallace, Carla E. Brodley
Doubly Regularized Portfolio with Risk Minimization PDF
Weiwei Shen, Jun Wang, Shiqian Ma
Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component Model PDF
Byron C Wallace, Issa J Dahabreh, Thomas A Trikalinos, Michael Barton Laws, Ira Wilson, Eugene Charniak
Robust Distance Metric Learning in the Presence of Label Noise PDF
Dong Wang, Xiaoyang Tan
Globally and Locally Consistent Unsupervised Projection PDF
Hua Wang, Feiping Nie, Heng Huang
Adaptive Knowledge Transfer for Multiple Instance Learning in Image Classification PDF
Qifan Wang, Lingyun Ruan, Luo Si
Privacy and Regression Model Preserved Learning PDF
Jinfeng Yi, Jun Wang, Rong Jin
Hybrid Singular Value Thresholding for Tensor Completion PDF
Xiaoqin Zhang, Zhengyuan Zhou, Di Wang, Yi Ma
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks PDF
Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu

Main Track: Multiagent Systems

Theory of Cooperation in Complex Social Networks PDF
Bijan Ranjbar-Sahraei, Haitham Bou Ammar, Daan Bloembergen, Karl Tuyls, Gerhard Weiss
Regret-Based Multi-Agent Coordination with Uncertain Task Rewards PDF
Feng Wu, Nicholas R. Jennings

Main Track: NLP and Knowledge Representation

Improving Domain-independent Cloud-Based Speech Recognition with Domain-Dependent Phonetic Post-Processing PDF
Johannes Twiefel, Timo Baumann, Stefan Heinrich, Stefan Wermter

Main Track: NLP and Machine Learning

Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis PDF
Li Dong, Furu Wei, Ming Zhou, Ke Xu
Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation PDF
Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang

Main Track: NLP and Text Mining

SUIT: A Supervised User-Item Based Topic Model for Sentiment Analysis PDF
Fangtao Li, Sheng Wang, Shenghua Liu, Ming Zhang

Main Track: Novel Machine Learning Algorithms

Supervised Transfer Sparse Coding PDF
Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Z. Huang, Xin Gao
LASS: A Simple Assignment Model with Laplacian Smoothing PDF
Miguel Angel Carreira-Perpinan, Weiran Wang
Large-Scale Optimistic Adaptive Submodularity PDF
Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning PDF
Xiao-Yuan Jing, Rui-Min Hu, Yang-Ping Zhu, Shan-Shan Wu, Chao Liang, Jing-Yu Yang
Feature-Cost Sensitive Learning with Submodular Trees of Classifiers PDF
Matt Kusner, Wenlin Chen, Quan Zhou, Zhixiang (Eddie) Xu, Kilian Weinberger, Yixin Chen
Sample-adaptive Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning PDF
Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou
Cross-Domain Metric Learning Based on Information Theory PDF
Hao Wang, Wei Wang, Chen Zhang, Fanjiang Xu
Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels PDF
Qiaojun Wang, Kai Zhang, Guofei Jiang, Ivan Maric
Exact Subspace Clustering in Linear Time PDF
Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang
Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms PDF
Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang
The Role of Dimensionality Reduction in Classification PDF
Weiran Wang, Miguel Angel Carreira-Perpinan
Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs PDF
Yining Wang, Jun Zhu
Learning Relative Similarity by Stochastic Dual Coordinate Ascent PDF
Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C. H. Hoi
Efficient Generalized Fused Lasso and its Application to the Diagnosis of Alzheimer’s Disease PDF
Bo Xin, Yoshinobu Kawahara, Yizhou Wang, Wen Gao

Main Track: Planning and Scheduling

Planning as Model Checking in Hybrid Domains PDF
Sergiy Bogomolov, Daniele Magazzeni, Andreas Podelski, Martin Wehrle
Chance-Constrained Probabilistic Simple Temporal Problems PDF
Cheng Fang, Peng Yu, Brian C. Williams
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths PDF
Marc Goerigk, Richard Hoshino, Ken-ichi Kawarabayashi, Stephan Westphal
Symbolic Domain Predictive Control PDF
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel
A Scheduler for Actions with Iterated Durations PDF
James G Paterson, Eric Timmons, Brian C Williams
Generalized Label Reduction for Merge-and-Shrink Heuristics PDF
Silvan Sievers, Martin Wehrle, Malte Helmert
Optimal Decoupling in Linear Constraint Systems PDF
Cees Witteveen, Michel Wilson, Tomas Klos

Main Track: Robotics

Qualitative Planning with Quantitative Constraints for Online Learning of Robotic Behaviours PDF
Timothy Wiley, Claude Sammut, Ivan Bratko

Main Track: Search and Constraint Satisfaction

Double Configuration Checking in Stochastic Local Search for Satisfiability PDF
Chuan Luo, Shaowei Cai, Wei Wu, Kaile Su

Main Track: Vision

Uncorrelated Multi-View Discrimination Dictionary Learning for Recognition PDF
Xiao-Yuan Jing, Rui-Min Hu, Fei Wu, Xi-Lin Chen, Qian Liu, Yong-Fang Yao
Learning to Recognize Novel Objects in One Shot through Human-Robot Interactions in Natural Language Dialogues PDF
Evan A. Krause, Michael Zillich, Thomas Williams, Matthias Scheutz
Low-Rank Tensor Completion with Spatio-Temporal Consistency PDF
Hua Wang, Feiping Nie, Heng Huang

Doctoral Consortium

Living and Searching in the World: Object-Based State Estimation for Mobile Robots PDF
Lawson L. S. Wong
Optimizing and Learning Diffusion Behaviors in Complex Network PDF
Xiaojian Wu

Student Abstracts

LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs PDF
Dawei Liu, Yuanzhuo Wang, Yantao Jia, Jingyuan Li, Zhihua Yu
A Model Attention and Selection Framework for Estimation of Many Variables, with Applications to Estimating Object States in Large Spatial Environments PDF
Lawson L.S. Wong
Data Clustering by Laplacian Regularized L1-Graph PDF
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S Huang
Content-Structural Relation Inference in Knowledge Base PDF
Zeya Zhao, Yantao Jia, Yuanzhuo Wang


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