Presentations and Authors

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Main Track: AI and the Web

TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation PDF
Yang Bao, Hui Fang, Jie Zhang
Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems PDF
Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin
Machine Translation with Real-Time Web Search PDF
Lei Cui, Ming Zhou, Qiming Chen, Dongdong Zhang, Mu Li
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation PDF
Hui Fang, Yang Bao, Jie Zhang
Influence Maximization with Novelty Decay in Social Networks PDF
Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang
Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes PDF
Liangda Li, Hongyuan Zha
Fraudulent Support Telephone Number Identification Based on Co-Occurrence Information on the Web PDF
Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma
Source Free Transfer Learning for Text Classification PDF
Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
Combining Heterogenous Social and Geographical Information for Event Recommendation PDF
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
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
Recommendation by Mining Multiple User Behaviors with Group Sparsity PDF
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu
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

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
k-CoRating: Filling Up Data to Obtain Privacy and Utility PDF
Feng Zhang, Victor E. Lee, Ruoming Jin

Main Track: Computational Sustainability and AI

Intelligent System for Urban Emergency Management during Large-Scale Disaster PDF
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
Effective Management of Electric Vehicle Storage Using Smart Charging PDF
Konstantina Valogianni, Wolfgang Ketter, John Collins, Dmitry Zhdanov
Rounded Dynamic Programming for Tree-Structured Stochastic Network Design PDF
Xiaojian Wu, Daniel Sheldon, Shlomo Zilberstein
Modeling and Mining Spatiotemporal Patterns of Infection Risk from Heterogeneous Data for Active Surveillance Planning PDF
Bo Yang, Hua Guo, Yi Yang, Benyun Shi, Xiaonong Zhou, Jiming Liu

Main Track: Game Playing and Interactive Entertainment

Automatic Game Design via Mechanic Generation PDF
Alexander Zook, Mark O. Riedl

Main Track: Game Theory and Economic Paradigms

The Fisher Market Game: Equilibrium and Welfare PDF
Simina Brânzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Søren Kristoffer Stiil Frederiksen, Jie Zhang
A Strategy-Proof Online Auction with Time Discounting Values PDF
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen

Main Track: Heuristic Search and Optimization

Sparse Learning for Stochastic Composite Optimization PDF
Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He

Main Track: Humans and AI

Sketch Recognition with Natural Correction and Editing PDF
Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui
Role-Aware Conformity Modeling and Analysis in Social Networks PDF
Jing Zhang, Jie Tang, Honglei Zhuang, Cane Wing-Ki Leung, Juanzi Li

Main Track: Knowledge Representation and Reasoning

Exploring the Boundaries of Decidable Verification of Non-Terminating Golog Programs PDF
Jens Classen, Martin Liebenberg, Gerhard Lakemeyer, Benjamin Zarriess
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
Using Model-Based Diagnosis to Improve Software Testing PDF
Tom Zamir, Roni Tzvi Stern, Meir Kalech
Pay-As-You-Go OWL Query Answering Using a Triple Store PDF
Yujiao Zhou, Yavor Nenov, Bernardo Cuenca Grau, Ian Horrocks
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
Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery PDF
Chengcheng Jia, Guoqiang Zhong, Yun Fu
Decomposing Activities of Daily Living to Discover Routine Clusters PDF
Onur Yürüten, Jiyong Zhang, Pearl Pu
Feature Selection at the Discrete Limit PDF
Miao Zhang, Chris Ding, Ya Zhang, Feiping Nie
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
Accurate Integration of Aerosol Predictions by Smoothing on a Manifold PDF
Shuai Zheng, James Kwok

Main Track: Multiagent Systems

Dynamic Multi-Agent Task Allocation with Spatial and Temporal Constraints PDF
Sofia Amador, Steven Okamoto, Roie Zivan
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs PDF
Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang
Scalable Complex Contract Negotiation with Structured Search and Agenda Management PDF
Xiaoqin Shelley Zhang, Mark Klein, Ivan Marsa-Maestre

Main Track: NLP and Knowledge Representation

Joint Morphological Generation and Syntactic Linearization PDF
Linfeng Song, Yue Zhang, Kai Song, Qun Liu

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

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
Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space PDF
Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou, Chengqing Zong

Main Track: Novel Machine Learning Algorithms

Dropout Training for Support Vector Machines PDF
Ning Chen, Jun Zhu, Jianfei Chen, Bo Zhang
Learning with Augmented Class by Exploiting Unlabeled Data PDF
Qing Da, Yang Yu, Zhi-Hua Zhou
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework PDF
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
Fast Multi-Instance Multi-Label Learning PDF
Sheng-Jun Huang, Wei Gao, Zhi-Hua Zhou
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
Partial Multi-View Clustering PDF
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
Sample-adaptive Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler
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
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
Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization PDF
Dongqing Zhang, Wu-Jun Li
Multi-Instance Learning with Distribution Change PDF
Wei-Jia Zhang, Zhi-Hua Zhou
Novel Density-Based Clustering Algorithms for Uncertain Data PDF
Xianchao Zhang, Han Liu, Xiaotong Zhang, Xinyue Liu
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise PDF
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Gradient Descent with Proximal Average for Nonconvex and Composite Regularization PDF
Wenliang Zhong, James T. Kwok
Hybrid Heterogeneous Transfer Learning through Deep Learning PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan

Main Track: Robotics

Generalizing Policy Advice with Gaussian Process Bandits for Dynamic Skill Improvement PDF
Jared Glover, Charlotte Zhu
Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions PDF
Cynthia Matuszek, Liefeng Bo, Luke Zettlemoyer, Dieter Fox

Main Track: Search and Constraint Satisfaction

Backdoors into Heterogeneous Classes of SAT and CSP PDF
Serge Gaspers, Neeldhara Misra, Sebastian Ordyniak, Stefan Szeider, Stanislav Zivny
Boosting SBDS for Partial Symmetry Breaking in Constraint Programming PDF
Jimmy H.M. Lee, Zichen Zhu

Main Track: Vision

Towards Topological-Transformation Robust Shape Comparison: A Sparse Representation Based Manifold Embedding Approach PDF
Longwen Gao, Shuigeng Zhou
Similarity-Preserving Binary Signature for Linear Subspaces PDF
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
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
Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition PDF
Yong Li, Jing Liu, Zechao Li, Yangmuzi Zhang, Hanqing Lu, Songde Ma
Semantic Segmentation Using Multiple Graphs with Block-Diagonal Constraints PDF
Ke Zhang, Wei Zhang, Sheng Zeng, Xiangyang Xue
Locality Preserving Hashing PDF
Kang Zhao, Hongtao Lu, Jincheng Mei

Student Abstracts

A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows PDF
Yili Fang, Hailong Sun, Richong Zhang, Jinpeng Huai, Yongyi Mao
RepRev: Mitigating the Negative Effects of Misreported Ratings PDF
Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao
Reputation-Aware Continuous Double Auction PDF
Yuan Liu, Jie Zhang, Han Yu, Chunyan Miao
Computing Preferences Based on Agents' Beliefs PDF
Jian Luo, Fuan Pu, Yulai Zhang, Guiming Luo
Event Recommendation in Event-Based Social Networks PDF
Zhi Qiao, Peng Zhang, Chuan Zhou, Yanan Cao, Li Guo, Yanchuan Zhang
Fast Algorithm for Non-Stationary Gaussian Process Prediction PDF
Yulai Zhang, Guiming Luo
Inferring Causal Directions in Errors-in-Variables Models PDF
Yulai Zhang, Guiming Luo
Content-Structural Relation Inference in Knowledge Base PDF
Zeya Zhao, Yantao Jia, Yuanzhuo Wang

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