Presentations and Authors


Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Track:
 

AI and the Web

Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling PDF
Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida
VELDA: Relating an Image Tweet’s Text and Images PDF
Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data PDF
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
Perceiving Group Themes from Collective Social and Behavioral Information PDF
Peng Cui, Tianyang Zhang, Fei Wang, Peng He
High-Performance Distributed ML at Scale through Parameter Server Consistency Models PDF
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing
An EBMC-Based Approach to Selecting Types for Entity Filtering PDF
Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu
A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks PDF
Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang
Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling PDF
Xian-Sheng Hua, Jin Li
Kernel Density Estimation for Text-Based Geolocation PDF
Mans Hulden, Miikka Silfverberg, Jerid Francom
Modeling with Node Degree Preservation Can Accurately Find Communities PDF
Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang
Handling Owl:sameAs via Rewriting PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
Leveraging Social Foci for Information Seeking in Social Media PDF
Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu
Burst Time Prediction in Cascades PDF
Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li
Clustering-Based Collaborative Filtering for Link Prediction PDF
Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Retweet Behavior Prediction Using Hierarchical Dirichlet Process PDF
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang

Applications

Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel PDF
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
Efficient Computation of Semivalues for Game-Theoretic Network Centrality PDF
Piotr Lech Szczepański, Mateusz Krzysztof Tarkowski, Tomasz Paweł Michalak, Paul Harrenstein, Michael Wooldridge

Cognitive Systems

Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos PDF
Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang
Bayesian Affect Control Theory of Self PDF
Jesse Hoey, Tobias Schroeder
An Association Network for Computing Semantic Relatedness PDF
Keyang Zhang, Kenny Zhu, Seung-won Hwang

Computational Sustainability and AI

Power System Restoration With Transient Stability PDF
Hassan Hijazi, Terrence W.K. Mak, Pascal Van Hentenryck

Game Theory and Economic Paradigms

Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism PDF
Chen Hajaj, John P. Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne
Hedonic Coalition Formation in Networks PDF
Martin Hoefer, Daniel Vaz, Lisa Wagner
Matching with Dynamic Ordinal Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
Envy-Free Cake-Cutting in Two Dimensions PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann

Heuristic Search and Optimization

Complexity Results for Compressing Optimal Paths PDF
Adi Botea, Ben Strasser, Daniel Harabor
Efficient Benchmarking of Hyperparameter Optimizers via Surrogates PDF
Katharina Eggensperger, Frank Hutter, Holger Hoos, Kevin Leyton-Brown
Initializing Bayesian Hyperparameter Optimization via Meta-Learning PDF
Matthias Feurer, Jost Tobias Springenberg, Frank Hutter
Stochastic Local Search for Satisfiability Modulo Theories PDF
Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi
Lagrangian Decomposition Algorithm for Allocating Marketing Channels PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Recursive Best-First Search with Bounded Overhead PDF
Matthew Hatem, Scott Kiesel, Wheeler Ruml
Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain PDF
Carlos Hernandez, Roberto Asin, Jorge A Baier
Pruning Game Tree by Rollouts PDF
Bojun Huang

Human-Computation and Crowd Sourcing

Acquiring Speech Transcriptions Using Mismatched Crowdsourcing PDF
Preethi Jyothi, Mark Hasegawa-Johnson
Crowdsourcing Complex Workflows under Budget Constraints PDF
Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings

Integrated Systems

Toward Mobile Robots Reasoning Like Humans PDF
Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing PDF
Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz

Knowledge Representation and Reasoning

Ontology Module Extraction via Datalog Reasoning PDF
Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks
Splitting a Logic Program Revisited PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm PDF
Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes

Machine Learning Applications

Structured Sparsity with Group-Graph Regularization PDF
Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou
Content-Aware Point of Interest Recommendation on Location-Based Social Networks PDF
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Identifying At-Risk Students in Massive Open Online Courses PDF
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis PDF
Zitao Liu, Milos Hauskrecht
Algorithm Selection via Ranking PDF
Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau
Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification PDF
Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang
Stable Feature Selection from Brain sMRI PDF
Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao
Forecasting Collector Road Speeds Under High Percentage of Missing Data PDF
Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang
Exploiting Task-Feature Co-Clusters in Multi-Task Learning PDF
Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen
On Machine Learning towards Predictive Sales Pipeline Analytics PDF
Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang
A Closed Form Solution to Multi-View Low-Rank Regression PDF
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang

Multiagent Systems

Fast Convention Formation in Dynamic Networks Using Topological Knowledge PDF
Mohammad Rashedul Hasan, Anita Raja, Ana Bazzan
Distributed Multiplicative Weights Methods for DCOP PDF
Daisuke Hatano, Yuichi Yoshida

NLP and Machine Learning

Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling
Microblog Sentiment Classification with Contextual Knowledge Regularization PDF
Fangzhao Wu, Yangqiu Song, Yongfeng Huang

NLP and Text Mining

Generating Event Causality Hypotheses through Semantic Relations PDF
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh
A Neural Probabilistic Model for Context Based Citation Recommendation PDF
Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization PDF
Deyu Zhou, Liangyu Chen, Yulan He

Novel Machine Learning Algorithms

Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization PDF
Olov Andersson, Fredrik Heintz, Patrick Doherty
Deep Modeling Complex Couplings within Financial Markets PDF
Wei Cao, Liang Hu, Longbing Cao
An Adaptive Gradient Method for Online AUC Maximization PDF
Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong
Bayesian Maximum Margin Principal Component Analysis PDF
Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi
Discriminative Feature Grouping PDF
Lei Han, Yu Zhang
Learning Multi-Level Task Groups in Multi-Task Learning PDF
Lei Han, Yu Zhang
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Expressing Arbitrary Reward Functions as Potential-Based Advice PDF
Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowe
Active Learning by Learning PDF
Wei-Ning Hsu, Hsuan-Tien Lin
Kernelized Online Imbalanced Learning with Fixed Budgets PDF
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions PDF
De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell
Maximin Separation Probability Clustering PDF
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen
The Dynamic Chinese Restaurant Process via Birth and Death Processes PDF
Rui Huang, Fengyuan Zhu, Pheng-Ann Heng
Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Large-Scale Multi-View Spectral Clustering via Bipartite Graph PDF
Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang
Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding PDF
Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang
Obtaining Well Calibrated Probabilities Using Bayesian Binning PDF
Mahdi Pakdaman Naeini, Gregory Cooper, Milos Hauskrecht
Compress and Control PDF
Joel Veness, Marc G Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins
Improving Multi-Step Prediction of Learned Time Series Models PDF
Arun Venkatraman, Martial Hebert, J.. Andrew Bagnell
Learning Robust Locality Preserving Projection via p-Order Minimization PDF
Hua Wang, Feiping Nie, Heng Huang
Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications PDF
Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi
Self-Paced Learning for Matrix Factorization PDF
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann

Planning and Scheduling

Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems PDF
Eric A. Hansen, Ibrahim Abdoulahi
A Generalization of Sleep Sets Based on Operator Sequence Redundancy PDF
Robert C. Holte, Yusra Alkhazraji, Martin Wehrle
From Non-Negative to General Operator Cost Partitioning PDF
Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp
Automatic Configuration of Sequential Planning Portfolios PDF
Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter
Heuristics and Symmetries in Classical Planning PDF
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Factored Symmetries for Merge-and-Shrink Abstractions PDF
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem PDF
Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo

Reasoning under Uncertainty

Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization PDF
Darrell Hoy, Evdokia Nikolova

Search and Constraint Satisfaction

SAT Modulo Monotonic Theories PDF
Sam Bayless, Noah Bayless, Holger H. Hoos, Alan J. Hu

Vision

Complex Event Detection via Event Oriented Dictionary Learning PDF
Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier

Student Abstracts

Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent PDF
Sviatlana Höhn
On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences PDF
Hadi Hosseini, Kate Larson, Robin Cohen
Self-Organized Collective Decision-Making in a 100-Robot Swarm PDF
Gabriele Valentini, Heiko Hamann, Marco Dorigo
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews PDF
Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions PDF
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao

Doctoral Consortium

Social Hierarchical Learning PDF
Bradley Hayes
Multivariate Conditional Anomaly Detection and Its Clinical Application PDF
Charmgil Hong, Milos Hauskrecht
Probabilistic Planning with Risk-Sensitive Criterion PDF
Ping Hou

Demonstrations

A Planning-Based Assistance System for Setting Up a Home Theater PDF
Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
VecLP: A Realtime Video Recommendation System for Live TV Programs PDF
Sheng Gao, Dai Zhang, Honggang Zhang, Chao Huang, Yongsheng Zhang, Jianxin Liao, Jun Guo
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling PDF
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta
Visualizing Inference PDF
Henry Lieberman, Joe Henke

Virtual Agent Demonstrations

SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications PDF
Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margo Lhommet, Gale Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David Traum, Albert Rizzo

What's Hot Abstracts

What's Hot in the SAT and ASP Competitions PDF
Marijn Heule, Torsten Schaub
RoboCup@Home — Benchmarking Domestic Service Robots PDF
Sven Wachsmuth, Dirk Holz, Maja Rudinac, Javier Ruiz-del-Solar


Copyright © 2018 Association for the Advancement of Artificial Intelligence. All Rights Reserved.