Presentations and Authors


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Applications

Partitioned Sampling of Public Opinions Based on Their Social Dynamics PDF
Weiran Huang, Liang Li, Wei Chen
Gated Neural Networks for Option Pricing: Rationality by Design PDF
Yongxin Yang, Yu Zheng, Timothy M. Hospedales
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images PDF
Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng
StructInf: Mining Structural Influence from Social Streams PDF
Jing Zhang, Jie Tang, Yuanyi Zhong, Yuchen Mo, Juanzi Li, Guojie Song, Wendy Hall, Jimeng Sun

Artificial Intelligence and the Web

A Dependency-Based Neural Reordering Model for Statistical Machine Translation PDF
Christian Hadiwinoto, Hwee Tou Ng
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents PDF
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture PDF
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo

Cognitive Modeling and Cognitive Systems

An Integrated Model for Effective Saliency Prediction PDF
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen

Game Theory and Economic Paradigms

Market Pricing for Data Streams PDF
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami
Incentivising Monitoring in Open Normative Systems PDF
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game PDF
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin
Computing Least Cores of Supermodular Cooperative Games PDF
Daisuke Hatano, Yuichi Yoshida
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games PDF
Karel Horák, Branislav Bošanský, Michal Pěchouček
Mechanism Design in Social Networks PDF
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack PDF
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An
Psychological Forest: Predicting Human Behavior PDF
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz

Heuristic Search and Optimization

Efficient Parameter Importance Analysis via Ablation with Surrogates PDF
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos
Grid Pathfinding on the 2k Neighborhoods PDF
Nicolas Rivera, Carlos Hernández, Jorge A. Baier
Value Compression of Pattern Databases PDF
Nathan R. Sturtevant, Ariel Felner, Malte Helmert

Human Computation and Crowd Sourcing

Long-Term Trends in the Public Perception of Artificial Intelligence PDF
Ethan Fast, Eric Horvitz

Humans and Artificial Intelligence

On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems PDF
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann

Knowledge Representation and Reasoning

Solving Advanced Argumentation Problems with Answer-Set Programming PDF
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Strategic Sequences of Arguments for Persuasion Using Decision Trees PDF
Emmanuel Hadoux, Anthony Hunter
Preferential Structures for Comparative Probabilistic Reasoning PDF
Matthew Harrison-Trainor, Wesley H. Holliday, Thomas F. Icard, III
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach PDF
André Hernich, Julio Lemos, Frank Wolter
Entropic Causal Inference PDF
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy PDF
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs PDF
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Trust-Sensitive Evolution of DL-Lite Knowledge Bases PDF
Dmitriy Zheleznyakov, Evgeny Kharlamov, Ian Horrocks

Machine Learning Applications

Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation PDF
Li Gao, Jia Wu, Chuan Zhou, Yue Hu
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton PDF
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen
Active Learning with Cross-Class Similarity Transfer PDF
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han
Question Difficulty Prediction for READING Problems in Standard Tests PDF
Zhenya Huang, Qi Liu, Enhong Chen, Hongke Zhao, Mingyong Gao, Si Wei, Yu Su, Guoping Hu
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy PDF
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization PDF
Arun Reddy Nelakurthi, Jingrui He
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction PDF
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation PDF
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang
Progressive Prediction of Student Performance in College Programs PDF
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images PDF
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

Machine Learning Methods

The Option-Critic Architecture PDF
Pierre-Luc Bacon, Jean Harb, Doina Precup
Classification with Minimax Distance Measures PDF
Morteza Haghir Chehreghani
Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting PDF
Lin Chen, Hamed Hassani, Amin Karbasi
Self-Paced Learning: An Implicit Regularization Perspective PDF
Yanbo Fan, Ran He, Jian Liang, Baogang Hu
Local Centroids Structured Non-Negative Matrix Factorization PDF
Hongchang Gao, Feiping Nie, Heng Huang
Continuous Conditional Dependency Network for Structured Regression PDF
Chao Han, Mohamed Ghalwash, Zoran Obradovic
Bilateral k-Means Algorithm for Fast Co-Clustering PDF
Junwei Han, Kun Song, Feiping Nie, Xuelong Li
Alternating Back-Propagation for Generator Network PDF
Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu
Enumerate Lasso Solutions for Feature Selection PDF
Satoshi Hara, Takanori Maehara
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Learning Invariant Deep Representation for NIR-VIS Face Recognition PDF
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression PDF
Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation PDF
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems PDF
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch
Sequential Classification-Based Optimization for Direct Policy Search PDF
Yi-Qi Hu, Hong Qian, Yang Yu
A Riemannian Network for SPD Matrix Learning PDF
Zhiwu Huang, Luc Van Gool
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization PDF
Zhouyuan Huo, Heng Huang
Learning Unitary Operators with Help From u(n) PDF
Stephanie L. Hyland, Gunnar Rätsch
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration PDF
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Large Graph Hashing with Spectral Rotation PDF
Xuelong Li, Di Hu, Feiping Nie
Balanced Clustering with Least Square Regression PDF
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search PDF
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang
Semi-Supervised Classifications via Elastic and Robust Embedding PDF
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling PDF
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng
Multiclass Capped ℓp-Norm SVM for Robust Classifications PDF
Feiping Nie, Xiaoqian Wang, Heng Huang
Adaptive Proximal Average Approximation for Composite Convex Minimization PDF
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning PDF
Kun Song, Feiping Nie, Junwei Han, Xuelong Li
Cross-Domain Ranking via Latent Space Learning PDF
Jie Tang, Wendy Hall
How to Train a Compact Binary Neural Network with High Accuracy? PDF
Wei Tang, Gang Hua, Liang Wang
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning PDF
Zheng Xu, Junzhou Huang
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information PDF
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace PDF
Xiaofeng Zhu, Wei He, Yonggang Li, Yang Yang, Shichao Zhang, Rongyao Hu, Yonghua Zhu
Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification PDF
Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu

Multiagent Systems

Centralized versus Personalized Commitments and Their Influence on Cooperation in Group Interactions PDF
The Anh Han, Luis Moniz Pereira, Luis A. Martinez-Vaquero, Tom Lenaerts

Natural Language Processing and Knowledge Representation

Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions PDF
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu

Natural Language Processing and Machine Learning

Disambiguating Spatial Prepositions Using Deep Convolutional Networks PDF
Kaveh Hassani, Won-Sook Lee
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media PDF
Hangfeng He, Xu Sun
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms PDF
Changsheng Liu, Rebecca Hwa
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions PDF
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen
Condensed Memory Networks for Clinical Diagnostic Inferencing PDF
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri
Topic Aware Neural Response Generation PDF
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma
Mechanism-Aware Neural Machine for Dialogue Response Generation PDF
Ganbin Zhou, Ping Luo, Rongyu Cao, Fen Lin, Bo Chen, Qing He

Natural Language Processing and Text Mining

Distant Supervision via Prototype-Based Global Representation Learning PDF
Xianpei Han, Le Sun
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM PDF
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao
Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks PDF
Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning PDF
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang

Planning and Scheduling

Higher-Dimensional Potential Heuristics for Optimal Classical Planning PDF
Florian Pommerening, Malte Helmert, Blai Bonet
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning PDF
Jendrik Seipp, Thomas Keller, Malte Helmert

Reasoning under Uncertainty

Reasoning about Cognitive Trust in Stochastic Multiagent Systems PDF
Xiaowei Huang, Marta Zofia Kwiatkowska
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior PDF
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties PDF
Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel

Robotics

Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot PDF
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn
Grounded Action Transformation for Robot Learning in Simulation PDF
Josiah P. Hanna, Peter Stone

Search and Constraint Satisfaction

The Opacity of Backbones PDF
Lane A. Hemaspaandra, David E. Narváez
Between Subgraph Isomorphism and Maximum Common Subgraph PDF
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly

Vision

Reference Based LSTM for Image Captioning PDF
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han
A Multi-Task Deep Network for Person Re-Identification PDF
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Yue Gao
Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification PDF
Emily M. Hand, Rama Chellappa
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification PDF
Xiangteng He, Yuxin Peng
Video Recovery via Learning Variation and Consistency of Images PDF
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang
Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network PDF
Suha Kwak, Seunghoon Hong, Bohyung Han
Text-Guided Attention Model for Image Captioning PDF
Jonghwan Mun, Minsu Cho, Bohyung Han
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs PDF
Xinhang Song, Luis Herranz, Shuqiang Jiang

Special Track on Cognitive Systems

Natural Language Acquisition and Grounding for Embodied Robotic Systems PDF
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge PDF
Robert Speer, Joshua Chin, Catherine Havasi

Special Track on Computational Sustainability

Species Distribution Modeling of Citizen Science Data as a Classification Problem with Class-Conditional Noise PDF
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson

Student Abstracts

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning PDF
Piotr Antonik, Marc Haelterman, Serge Massar
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback PDF
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Semantic Inference of Bird Songs Using Dynamic Bayesian Networks PDF
Keisuke Daimon, Richard W. Hedley, Charles E. Taylor
The Complexity of Succinct Elections PDF
Zack Fitzsimmons, Edith Hemaspaandra
Grounded Action Transformation for Robot Learning in Simulation PDF
Josiah P. Hanna, Peter Stone
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation PDF
Josiah P. Hanna, Peter Stone, Scott Niekum
Fast Electrical Demand Optimization Under Real-Time Pricing PDF
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman
SReN: Shape Regression Network for Comic Storyboard Extraction PDF
Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost PDF
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang
Predicting Mortality of Intensive Care Patients via Learning about Hazard PDF
Dae Hyun Lee, Eric Horvitz
Predicting User Roles from Computer Logs Using Recurrent Neural Networks PDF
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson

What's Hot

SAT Competition 2016: Recent Developments PDF
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo
Automated Negotiating Agents Competition (ANAC) PDF
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks

Demonstrations

Deep Music: Towards Musical Dialogue PDF
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck
A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion PDF
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System PDF
Ting-Yao Hu, Chirag Raman, Salvador Medina Maza, Liangke Gui, Tadas Baltrusaitis, Robert Frederking, Louis-Philippe Morency, Alan W. Black, Maxine Eskenazi
Visual Memory QA: Your Personal Photo and Video Search Agent PDF
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann
An Event Reconstruction Tool for Conflict Monitoring Using Social Media PDF
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann
Webly-Supervised Learning of Multimodal Video Detectors PDF
Junwei Liang, Lu Jiang, Alexander Hauptmann


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