Technical Papers: Applications
| Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds | |
| Meng Jiang, Peng Cui, Nicholas Jing Yuan, Xing Xie, Shiqiang Yang |
| Social Role-Aware Emotion Contagion in Image Social Networks | |
| Yang Yang, Jia Jia, Boya Wu, Jie Tang |
Technical Papers: AI and the Web
| Identifying Sentiment Words Using an Optimization Model with L1 Regularization | |
| Zhi-Hong Deng, Hongliang Yu, Yunlun Yang |
| Fortune Teller: Predicting Your Career Path | |
| Ye Liu, Luming Zhang, Liqiang Nie, Yan Yan, David S. Rosenblum |
| 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 |
| Understanding Emerging Spatial Entities | |
| Jinyoung Yeo, Jin-woo Park, Seung-won Hwang |
| Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark | |
| Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation | |
| Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King |
Technical Papers: Computational Sustainability and AI
| Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference | |
| Quanjun Chen, Xuan Song, Harutoshi Yamada, Ryosuke Shibasaki |
Technical Papers: Game Playing and Interactive Entertainment
| Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games Using Convolutional Networks | |
| Nikolai Yakovenko, Liangliang Cao, Colin Raffel, James Fan |
Technical Papers: Game Theory and Economic Paradigms
| False-Name-Proof Locations of Two Facilities: Economic and Algorithmic Approaches | |
| Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| Computing Optimal Monitoring Strategy for Detecting Terrorist Plots | |
| Zhen Wang, Yue Yin, Bo An |
Technical Papers: Heuristic Search and Optimization
| Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting | |
| Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan |
| Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty | |
| Changkyu Song, Sejong Yoon, Vladimir Pavlovic |
| Two Efficient Local Search Algorithms for Maximum Weight Clique Problem | |
| Yiyuan Wang, Shaowei Cai, Minghao Yin |
Technical Papers: Knowledge Representation and Reasoning
| Zero-Suppressed Sentential Decision Diagrams | |
| Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Technical Papers: Machine Learning Applications
| Learning to Appreciate the Aesthetic Effects of Clothing | |
| Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan |
| Random Mixed Field Model for Mixed-Attribute Data Restoration | |
| Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao |
| Learning with Marginalized Corrupted Features and Labels Together | |
| Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang |
| Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning | |
| Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang Yang |
| Learning Deep Convolutional Neural Networks for X-Ray Protein Crystallization Image Analysis | |
| Margot Lisa-Jing Yann, Yichuan Tang |
| Linear Submodular Bandits with a Knapsack Constraint | |
| Baosheng Yu, Meng Fang, Dacheng Tao |
| Submodular Asymmetric Feature Selection in Cascade Object Detection | |
| Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin |
Technical Papers: Machine Learning Methods
| Robustness of Bayesian Pool-Based Active Learning Against Prior Misspecification | |
| Nguyen Viet Cuong, Nan Ye, Wee Sun Lee |
| Decentralized Approximate Bayesian Inference for Distributed Sensor Network | |
| Behnam Gholami, Sejong Yoon, Vladimir Pavlovic |
| Assumed Density Filtering Methods for Learning Bayesian Neural Networks | |
| Soumya Ghosh, Francesco Maria Delle Fave, Jonathan Yedidia |
| Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation | |
| Chen Gong, Dacheng Tao, Jie Yang, Wei Liu |
| Deep Learning with S-Shaped Rectified Linear Activation Units | |
| Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan |
| Accelerating Random Kaczmarz Algorithm Based on Clustering Information | |
| Yujun Li, Kaichun Mo, Haishan Ye |
| Fast and Accurate Refined Nyström-Based Kernel SVM | |
| Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin |
| Multiple Kernel k-Means Clustering with Matrix-Induced Regularization | |
| Xinwang Liu, Yong Dou, Jianping Yin, Lei Wang, En Zhu |
| Scaling Simultaneous Optimistic Optimization for High-Dimensional Non-Convex Functions with Low Effective Dimensions | |
| Hong Qian, Yang Yu |
| 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 |
| Product Grassmann Manifold Representation and Its LRR Models | |
| Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin |
| Semi-Supervised Dictionary Learning via Structural Sparse Preserving | |
| Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye |
| Co-Regularized PLSA for Multi-Modal Learning | |
| Xin Wang, MingChing Chang, Yiming Ying, Siwei Lyu |
| Unsupervised Feature Selection on Networks: A Generative View | |
| Xiaokai Wei, Bokai Cao, Philip S. Yu |
| Robust Semi-Supervised Learning through Label Aggregation | |
| Yan Yan, Zhongwen Xu, Ivor W. Tsang, Guodong Long, Yi Yang |
| Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification | |
| Meng Yang, Weiyang Liu, Weixin Luo, Linlin Shen |
| Efficient Average Reward Reinforcement Learning Using Constant Shifting Values | |
| Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen |
| Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach | |
| Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan |
| Instance Specific Metric Subspace Learning: A Bayesian Approach | |
| Han-Jia Ye, De-Chuan Zhan, Yuan Jiang |
| Scalable Completion of Nonnegative Matrix with Separable Structure | |
| Xiyu Yu, Wei Bian, Dacheng Tao |
| Derivative-Free Optimization via Classification | |
| Yang Yu, Hong Qian, Yi-Qi Hu |
| On Order-Constrained Transitive Distance Clustering | |
| Zhiding Yu, Weiyang Liu, Wenbo Liu, Yingzhen Yang, Ming Li, B. V. K. Vijaya Kumar |
| A Proximal Alternating Direction Method for Semi-Definite Rank Minimization | |
| Ganzhao Yuan, Bernard Ghanem |
| Stochastic Optimization for Kernel PCA | |
| Lijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou |
| Large-Scale Graph-Based Semi-Supervised Learning via Tree Laplacian Solver | |
| Yan-Ming Zhang, Xu-Yao Zhang, Xiao-Tong Yuan, Cheng-Lin Liu |
| Multi-Domain Active Learning for Recommendation | |
| Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang Yang |
Technical Papers: Multiagent Systems
| Multi-Variable Agents Decomposition for DCOPs | |
| Ferdinando Fioretto, William Yeoh, Enrico Pontelli |
| Robust Execution of BDI Agent Programs by Exploiting Synergies Between Intentions | |
| Yuan Yao, Brian Logan, John Thangarajah |
Technical Papers: NLP and Knowledge Representation
| PEAK: Pyramid Evaluation via Automated Knowledge Extraction | |
| Qian Yang, Rebecca J. Passonneau, Gerard de Melo |
Technical Papers: NLP and Machine Learning
| Jointly Modeling Topics and Intents with Global Order Structure | |
| Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou, Bo Zhang |
| A Representation Learning Framework for Multi-Source Transfer Parsing | |
| Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu |
| A Morphology-Aware Network for Morphological Disambiguation | |
| Eray Yildiz, Caglar Tirkaz, H. Bahadır Sahin, Mustafa Tolga Eren, Omer Ozan Sonmez |
| Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint | |
| Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu |
Technical Papers: NLP and Text Mining
| 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
| Solving Risk-Sensitive POMDPs With and Without Cost Observations | |
| Ping Hou, William Yeoh, Pradeep Varakantham |
| Solving Goal Recognition Design Using ASP | |
| Tran Cao Son, Orkunt Sabuncu, Christian Schulz-Hanke, Torsten Schaub, William Yeoh |
| Approximation Algorithms for Route Planning with Nonlinear Objectives | |
| Ger Yang, Evdokia Nikolova |
Technical Papers: Vision
| Dynamic Concept Composition for Zero-Example Event Detection | |
| Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann |
| Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition | |
| Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann |
| Decentralized Robust Subspace Clustering | |
| Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas |
| 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 |
| Pose-Guided Human Parsing by an AND/OR Graph Using Pose-Context Features | |
| Fangting Xia, Jun Zhu, Peng Wang, Alan L. Yuille |
| Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation | |
| Yang Yang, Zhen Lei, Shifeng Zhang, Hailin Shi, Stan Z. Li |
| Large Scale Similarity Learning Using Similar Pairs for Person Verification | |
| Yang Yang, Shengcai Liao, Zhen Lei, Stan Z. Li |
| Unsupervised Co-Activity Detection from Multiple Videos Using Absorbing Markov Chain | |
| Donghun Yeo, Bohyung Han, Joon Hee Han |
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 |
EAAI Symposium Full Paper
| Learning and Using Hand Abstraction Values for Parameterized Poker Squares | |
| Todd W. Neller, Colin M. Messinger, Zuozhi Yang |
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 |
| Using Declarative Programming in an Introductory Computer Science Course for High School Students | |
| Maritza Reyes, Cynthia Perez, Rocky Upchurch, Timothy Yuen, Yuanlin Zhang |
Student Abstracts
| Efficient Collaborative Crowdsourcing | |
| Zhengxiang Pan, Han Yu, Chunyan Miao, Cyril Leung |
| 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 |
| User-Centric Affective Computing of Image Emotion Perceptions | |
| Sicheng Zhao, Hongxun Yao, Wenlong Xie, Xiaolei Jiang |
Doctoral Consortium
| Affective Computing and Applications of Image Emotion Perceptions | |
| Sicheng Zhao, Hongxun Yao |
What's Hot Papers
| Inductive Logic Programming: Challenges | |
| Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto |
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 |
| Multi-Agent System Development MADE Easy | |
| Zhiqi Shen, Han Yu, Chunyan Miao, Siyao Li, Yiqiang Chen |
| A Fraud Resilient Medical Insurance Claim System | |
| Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao |
| DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution | |
| Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao |
| Productive Aging through Intelligent Personalized Crowdsourcing | |
| Han Yu, Chunyan Miao, Siyuan Liu, Zhengxiang Pan, Nur Syahidah Bte Khalid, Zhiqi Shen, Cyril Leung |
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