Presentations and Authors

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Technical Papers: Applications

Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds PDF
Meng Jiang, Peng Cui, Nicholas Jing Yuan, Xing Xie, Shiqiang Yang
Scientific Ranking over Heterogeneous Academic Hypernetwork PDF
Ronghua Liang, Xiaorui Jiang
Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements PDF
Yuan Luo, Yu Xin, Rohit Joshi, Leo Celi, Peter Szolovits
Social Role-Aware Emotion Contagion in Image Social Networks PDF
Yang Yang, Jia Jia, Boya Wu, Jie Tang

Technical Papers: AI and the Web

Business-Aware Visual Concept Discovery from Social Media for Multimodal Business Venue Recognition PDF
Bor-Chun Chen, Yan-Ying Chen, Francine Chen, Dhiraj Joshi
Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction PDF
Yongpo Jia, Xuemeng Song, Jingbo Zhou, Li Liu, Liqiang Nie, David S. Rosenblum
Detect Overlapping Communities via Ranking Node Popularities PDF
Di Jin, Hongcui Wang, Jianwu Dang, Dongxiao He, Weixiong Zhang
Context-Sensitive Twitter Sentiment Classification Using Neural Network PDF
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji
Column-Oriented Datalog Materialization for Large Knowledge Graphs PDF
Jacopo Urbani, Ceriel Jacobs, Markus Krötzsch
Semantic Community Identification in Large Attribute Networks PDF
Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang
Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Technical Papers: Heuristic Search and Optimization

Abstract Zobrist Hashing: An Efficient Work Distribution Method for Parallel Best-First Search PDF
Yuu Jinnai, Alex Fukunaga

Technical Papers: Knowledge Representation and Reasoning

Generating CP-Nets Uniformly at Random PDF
Thomas E. Allen, Judy Goldsmith, Hayden Elizabeth Justice, Nicholas Mattei, Kayla Raines
SAT-to-SAT: Declarative Extension of SAT Solvers with New Propagators PDF
Tomi Janhunen, Shahab Tasharrofi, Eugenia Ternovska
Knowledge Graph Completion with Adaptive Sparse Transfer Matrix PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Locally Adaptive Translation for Knowledge Graph Embedding PDF
Yantao Jia, Yuanzhuo Wang, Hailun Lin, Xiaolong Jin, Xueqi Cheng
Learning Abductive Reasoning Using Random Examples PDF
Brendan Juba
Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation PDF
Johannes P. Wallner, Andreas Niskanen, Matti Järvisalo

Technical Papers: Machine Learning Applications

Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer PDF
Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li
Learning to Appreciate the Aesthetic Effects of Clothing PDF
Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan
Consensus Style Centralizing Auto-Encoder for Weak Style Classification PDF
Shuhui Jiang, Ming Shao, Chengcheng Jia, Yun Fu
Towards Optimal Binary Code Learning via Ordinal Embedding PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Wei Liu
Recognizing Complex Activities by a Probabilistic Interval-Based Model PDF
Li Liu, Li Cheng, Ye Liu, Yongpo Jia, David S. Rosenblum
Convolutional Neural Networks over Tree Structures for Programming Language Processing PDF
Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin
Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features PDF
Lam Tran, Deguang Kong, Hongxia Jin, Ji Liu

Technical Papers: Machine Learning Methods

Active Learning with Cross-Class Knowledge Transfer PDF
Yuchen Guo, Guiguang Ding, Yuqi Wang, Xiaoming Jin
Improving Predictive State Representations via Gradient Descent PDF
Nan Jiang, Alex Kulesza, Satinder Singh
A Probabilistic Approach to Knowledge Translation PDF
Shangpu Jiang, Daniel Lowd, Dejing Dou
The l2,1-Norm Stacked Robust Autoencoders for Domain Adaptation PDF
Wenhao Jiang, Hongchang Gao, Fu-lai Chung, Heng Huang
Wishart Mechanism for Differentially Private Principal Components Analysis PDF
Wuxuan Jiang, Cong Xie, Zhihua Zhang
Deep Learning with S-Shaped Rectified Linear Activation Units PDF
Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
Delay-Tolerant Online Convex Optimization: Unified Analysis and Adaptive-Gradient Algorithms PDF
Pooria Joulani, Andras Gyorgy, Csaba Szepesvari
Fast and Accurate Refined Nyström-Based Kernel SVM PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond PDF
Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet
The Constrained Laplacian Rank Algorithm for Graph-Based Clustering PDF
Feiping Nie, Xiaoqian Wang, Michael I. Jordan, Heng Huang
Instance Specific Metric Subspace Learning: A Bayesian Approach PDF
Han-Jia Ye, De-Chuan Zhan, Yuan Jiang
Stochastic Optimization for Kernel PCA PDF
Lijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou
Accelerated Sparse Linear Regression via Random Projection PDF
Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He
Multi-Domain Active Learning for Recommendation PDF
Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang Yang

Technical Papers: Multiagent Systems

Efficient Computation of Emergent Equilibrium in Agent-Based Simulation PDF
Zehong Hu, Meng Sha, Moath Jarrah, Jie Zhang, Hui Xi

Technical Papers: NLP and Knowledge Representation

Representation Learning of Knowledge Graphs with Entity Descriptions PDF
Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun

Technical Papers: NLP and Machine Learning

Character-Aware Neural Language Models PDF
Yoon Kim, Yacine Jernite, David Sontag, Alexander M. Rush
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint PDF
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu

Technical Papers: NLP and Text Mining

News Verification by Exploiting Conflicting Social Viewpoints in Microblogs PDF
Zhiwei Jin, Juan Cao, Yongdong Zhang, Jiebo Luo
Joint Word Segmentation, POS-Tagging and Syntactic Chunking PDF
Chen Lyu, Yue Zhang, Donghong Ji
Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings PDF
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji

Technical Papers: Reasoning under Uncertainty

Online Spatio-Temporal Matching in Stochastic and Dynamic Domains PDF
Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet
Learning Bayesian Networks with Bounded Tree-width via Guided Search PDF
Siqi Nie, Cassio P. de Campos, Qiang Ji

Technical Papers: Vision

Face Video Retrieval via Deep Learning of Binary Hash Representations PDF
Zhen Dong, Su Jia, Tianfu Wu, Mingtao Pei
Transductive Zero-Shot Recognition via Shared Model Space Learning PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang

Special Track: Computational Sustainability

Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping PDF
Michael Xie, Neal Jean, Marshall Burke, David Lobell, Stefano Ermon
An Algorithm to Coordinate Measurements Using Stochastic Human Mobility Patterns in Large-Scale Participatory Sensing Settings PDF
Alexandros Zenonos, Sebastian Stein, Nicholas R. Jennings

EAAI Symposium Full Paper

Design of an Online Course on Knowledge-Based AI PDF
Ashok K. Goel, David A. Joyner
The Turing Test in the Classroom PDF
Lisa Torrey, Karen Johnson, Sid Sondergard, Pedro Ponce, Laura Desmond

Student Abstracts

Learning Complex Stand-Up Motion for Humanoid Robots PDF
Heejin Jeong, Daniel D. Lee
Predicting Links and Their Building Time: A Path-Based Approach PDF
Manling Li, Yantao Jia, Yuanzhuo Wang, Zeya Zhao, Xueqi Cheng
User-Centric Affective Computing of Image Emotion Perceptions PDF
Sicheng Zhao, Hongxun Yao, Wenlong Xie, Xiaolei Jiang

Demonstration Papers

Moodee: An Intelligent Mobile Companion for Sensing Your Stress from Your Social Media Postings PDF
Huijie Lin, Jia Jia, Jie Huang, Enze Zhou, Jingtian Fu, Yejun Liu, Huanbo Luan

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