Presentations and Authors


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Track:
 

Main Track: AI and the Web

User Group Oriented Temporal Dynamics Exploration PDF
Zhiting Hu, Junjie Yao, Bin Cui
Source Free Transfer Learning for Text Classification PDF
Zhongqi Lu, Yin Zhu, Sinno Jialin Pan, Evan Wei Xiang, Yujing Wang, Qiang Yang
Fast and Accurate Influence Maximization on Large Networks with Pruned Monte-Carlo Simulations PDF
Naoto Ohsaka, Takuya Akiba, Yuichi Yoshida, Ken-ichi Kawarabayashi
Capturing Difficulty Expressions in Student Online Q&A Discussions PDF
Jaebong Yoo, Jihie Kim
A Joint Optimization Model for Image Summarization Based on Image Content and Tags PDF
Hongliang Yu, Zhi-Hong Deng, Yunlun Yang, Tao Xiong
Recommendation by Mining Multiple User Behaviors with Group Sparsity PDF
Ting Yuan, Jian Cheng, Xi Zhang, Shuang Qiu, Hanqing Lu

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
Forecasting Potential Diabetes Complications PDF
Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, Juanzi Li

Main Track: Computational Sustainability and AI

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
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

Regret-Based Optimization and Preference Elicitation for Stackelberg Security Games with Uncertainty PDF
Thanh Hong Nguyen, Amulya Yadav, Bo An, Milind Tambe, Craig Boutilier
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences PDF
Akihisa Sonoda, Etsushi Fujita, Taiki Todo, Makoto Yokoo
Strategyproof Exchange with Multiple Private Endowments PDF
Taiki Todo, Haixin Sun, Makoto Yokoo
Incentivizing High-Quality Content from Heterogeneous Users: On the Existence of Nash Equilibrium PDF
Yingce Xia, Tao Qin, Nenghai Yu, Tie-Yan Liu
Game-Theoretic Resource Allocation for Protecting Large Public Events PDF
Yue Yin, Bo An, Manish Jain

Main Track: Knowledge Representation and Reasoning

Computing General First-Order Parallel and Prioritized Circumscription PDF
Hai Wan, Zhanhao Xiao, Zhenfeng Yuan, Heng Zhang, Yan Zhang

Main Track: Machine Learning Applications

Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques PDF
Márcia L. Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi
A Convex Formulation for Semi-Supervised Multi-Label Feature Selection PDF
Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization PDF
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
Privacy and Regression Model Preserved Learning PDF
Jinfeng Yi, Jun Wang, Rong Jin
Decomposing Activities of Daily Living to Discover Routine Clusters PDF
Onur Yürüten, Jiyong Zhang, Pearl Pu

Main Track: Multiagent Systems

Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs PDF
Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang

Main Track: NLP and Machine Learning

Learning Word Representation Considering Proximity and Ambiguity PDF
Lin Qiu, Yong Cao, Zaiqing Nie, Yong Yu, Yong Rui
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

Detecting Information-Dense Texts in Multiple News Domains PDF
Yinfei Yang, Ani Nenkova

Main Track: Novel Machine Learning Algorithms

A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation PDF
Dongdong Chen, Jian Cheng Lv, Zhang Yi
Learning with Augmented Class by Exploiting Unlabeled Data PDF
Qing Da, Yang Yu, Zhi-Hua Zhou
HC-Search for Multi-Label Prediction: An Empirical Study PDF
Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli
Active Learning for Crowdsourcing Using Knowledge Transfer PDF
Meng Fang, Jie Yin, Dacheng Tao
ReLISH: Reliable Label Inference via Smoothness Hypothesis PDF
Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
Signed Laplacian Embedding for Supervised Dimension Reduction PDF
Chen Gong, Dacheng Tao, Jie Yang, Keren Fu
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
Sample-adaptive Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jian Zhang, Jianping Yin
Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network PDF
Yong Luo, Jian Tang, Jun Yan, Chao Xu, Zheng Chen
Robust Multi-View Spectral Clustering via Low-Rank and Sparse Decomposition PDF
Rongkai Xia, Yan Pan, Lei Du, Jian Yin
Supervised Hashing for Image Retrieval via Image Representation Learning PDF
Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
Hybrid Heterogeneous Transfer Learning through Deep Learning PDF
Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan

Main Track: Planning and Scheduling

Chance-Constrained Probabilistic Simple Temporal Problems PDF
Cheng Fang, Peng Yu, Brian C. Williams
Delivering Guaranteed Display Ads under Reach and Frequency Requirements PDF
Ali Hojjat, John Turner, Suleyman Cetintas, Jian Yang
Solving Uncertain MDPs by Reusing State Information and Plans PDF
Ping Hou, William Yeoh, Tran Cao Son
A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints PDF
T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig

Main Track: Reasoning under Uncertainty

Tightening Bounds for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan, Brandon Malone

Main Track: Vision

Similarity-Preserving Binary Signature for Linear Subspaces PDF
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
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

Student Abstracts

A Knowledge Representation that Models Memory in Narrative Comprehension PDF
Rogelio Enrique Cardona-Rivera, Robert Michael Young
LSDH: A Hashing Approach for Large-Scale Link Prediction in Microblogs PDF
Dawei Liu, Yuanzhuo Wang, Yantao Jia, Jingyuan Li, Zhihua Yu
Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach PDF
Nian Liu, Lin Li, Guandong Xu, Zhenglu Yang
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
Representing Words as Lymphocytes PDF
Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He
Data Clustering by Laplacian Regularized L1-Graph PDF
Yingzhen Yang, Zhangyang Wang, Jianchao Yang, Jiangping Wang, Shiyu Chang, Thomas S Huang


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