Applications
Partitioned Sampling of Public Opinions Based on Their Social Dynamics | |
Weiran Huang, Liang Li, Wei Chen |
Gated Neural Networks for Option Pricing: Rationality by Design | |
Yongxin Yang, Yu Zheng, Timothy M. Hospedales |
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images | |
Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng |
StructInf: Mining Structural Influence from Social Streams | |
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 | |
Christian Hadiwinoto, Hwee Tou Ng |
Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents | |
Dongxiao He, Zhiyong Feng, Di Jin, Xiaobao Wang, Weixiong Zhang |
Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture | |
Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka, Yoshihiro Matsuo |
Cognitive Modeling and Cognitive Systems
An Integrated Model for Effective Saliency Prediction | |
Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen |
Game Theory and Economic Paradigms
Market Pricing for Data Streams | |
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami |
Incentivising Monitoring in Open Normative Systems | |
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan |
Faster and Simpler Algorithm for Optimal Strategies of Blotto Game | |
Soheil Behnezhad, Sina Dehghani, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Saeed Seddighin |
Computing Least Cores of Supermodular Cooperative Games | |
Daisuke Hatano, Yuichi Yoshida |
Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games | |
Karel Horák, Branislav Bošanský, Michal Pěchouček |
Mechanism Design in Social Networks | |
Bin Li, Dong Hao, Dengji Zhao, Tao Zhou |
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack | |
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An |
Psychological Forest: Predicting Human Behavior | |
Ori Plonsky, Ido Erev, Tamir Hazan, Moshe Tennenholtz |
Heuristic Search and Optimization
Efficient Parameter Importance Analysis via Ablation with Surrogates | |
Andre Biedenkapp, Marius Lindauer, Katharina Eggensperger, Frank Hutter, Chris Fawcett, Holger Hoos |
Grid Pathfinding on the 2k Neighborhoods | |
Nicolas Rivera, Carlos Hernández, Jorge A. Baier |
Value Compression of Pattern Databases | |
Nathan R. Sturtevant, Ariel Felner, Malte Helmert |
Human Computation and Crowd Sourcing
Long-Term Trends in the Public Perception of Artificial Intelligence | |
Ethan Fast, Eric Horvitz |
Humans and Artificial Intelligence
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems | |
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann |
Knowledge Representation and Reasoning
Solving Advanced Argumentation Problems with Answer-Set Programming | |
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran |
Strategic Sequences of Arguments for Persuasion Using Decision Trees | |
Emmanuel Hadoux, Anthony Hunter |
Preferential Structures for Comparative Probabilistic Reasoning | |
Matthew Harrison-Trainor, Wesley H. Holliday, Thomas F. Icard, III |
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach | |
André Hernich, Julio Lemos, Frank Wolter |
Entropic Causal Inference | |
Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi |
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy | |
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang |
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs | |
Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
Trust-Sensitive Evolution of DL-Lite Knowledge Bases | |
Dmitriy Zheleznyakov, Evgeny Kharlamov, Ian Horrocks |
Machine Learning Applications
Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation | |
Li Gao, Jia Wu, Chuan Zhou, Yue Hu |
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton | |
Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen |
Active Learning with Cross-Class Similarity Transfer | |
Yuchen Guo, Guiguang Ding, Yue Gao, Jungong Han |
Question Difficulty Prediction for READING Problems in Standard Tests | |
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 | |
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang |
Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization | |
Arun Reddy Nelakurthi, Jingrui He |
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation | |
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen |
Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction | |
Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi |
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation | |
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang |
Progressive Prediction of Student Performance in College Programs | |
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar |
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images | |
Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng |
Machine Learning Methods
The Option-Critic Architecture | |
Pierre-Luc Bacon, Jean Harb, Doina Precup |
Classification with Minimax Distance Measures | |
Morteza Haghir Chehreghani |
Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting | |
Lin Chen, Hamed Hassani, Amin Karbasi |
Self-Paced Learning: An Implicit Regularization Perspective | |
Yanbo Fan, Ran He, Jian Liang, Baogang Hu |
Local Centroids Structured Non-Negative Matrix Factorization | |
Hongchang Gao, Feiping Nie, Heng Huang |
Continuous Conditional Dependency Network for Structured Regression | |
Chao Han, Mohamed Ghalwash, Zoran Obradovic |
Bilateral k-Means Algorithm for Fast Co-Clustering | |
Junwei Han, Kun Song, Feiping Nie, Xuelong Li |
Alternating Back-Propagation for Generator Network | |
Tian Han, Yang Lu, Song-Chun Zhu, Ying Nian Wu |
Enumerate Lasso Solutions for Feature Selection | |
Satoshi Hara, Takanori Maehara |
Scalable Algorithm for Higher-Order Co-Clustering via Random Sampling | |
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi |
Learning Invariant Deep Representation for NIR-VIS Face Recognition | |
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan |
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression | |
Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low |
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation | |
Peng Hou, Xin Geng, Zeng-Wei Huo, Jia-Qi Lv |
Sampling Beats Fixed Estimate Predictors for Cloning Stochastic Behavior in Multiagent Systems | |
Brian Hrolenok, Byron Boots, Tucker Hybinette Balch |
Sequential Classification-Based Optimization for Direct Policy Search | |
Yi-Qi Hu, Hong Qian, Yang Yu |
A Riemannian Network for SPD Matrix Learning | |
Zhiwu Huang, Luc Van Gool |
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization | |
Zhouyuan Huo, Heng Huang |
Learning Unitary Operators with Help From u(n) | |
Stephanie L. Hyland, Gunnar Rätsch |
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration | |
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz |
Large Graph Hashing with Spectral Rotation | |
Xuelong Li, Di Hu, Feiping Nie |
Balanced Clustering with Least Square Regression | |
Hanyang Liu, Junwei Han, Feiping Nie, Xuelong Li |
Ordinal Constrained Binary Code Learning for Nearest Neighbor Search | |
Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang |
Semi-Supervised Classifications via Elastic and Robust Embedding | |
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang |
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling | |
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng |
Multiclass Capped ℓp-Norm SVM for Robust Classifications | |
Feiping Nie, Xiaoqian Wang, Heng Huang |
Adaptive Proximal Average Approximation for Composite Convex Minimization | |
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma |
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning | |
Kun Song, Feiping Nie, Junwei Han, Xuelong Li |
Cross-Domain Ranking via Latent Space Learning | |
Jie Tang, Wendy Hall |
How to Train a Compact Binary Neural Network with High Accuracy? | |
Wei Tang, Gang Hua, Liang Wang |
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning | |
Zheng Xu, Junzhou Huang |
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information | |
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin |
One-Step Spectral Clustering via Dynamically Learning Affinity Matrix and Subspace | |
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 | |
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 | |
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 | |
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao |
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions | |
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu |
Natural Language Processing and Machine Learning
Disambiguating Spatial Prepositions Using Deep Convolutional Networks | |
Kaveh Hassani, Won-Sook Lee |
A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media | |
Hangfeng He, Xu Sun |
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms | |
Changsheng Liu, Rebecca Hwa |
S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions | |
Xian-Ling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen |
Condensed Memory Networks for Clinical Diagnostic Inferencing | |
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri |
Topic Aware Neural Response Generation | |
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma |
Mechanism-Aware Neural Machine for Dialogue Response Generation | |
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 | |
Xianpei Han, Le Sun |
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM | |
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 | |
Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto, Julien Kloetzer, Jong-Hoon Oh, Masahiro Tanaka |
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning | |
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang |
Planning and Scheduling
Higher-Dimensional Potential Heuristics for Optimal Classical Planning | |
Florian Pommerening, Malte Helmert, Blai Bonet |
Narrowing the Gap Between Saturated and Optimal Cost Partitioning for Classical Planning | |
Jendrik Seipp, Thomas Keller, Malte Helmert |
Reasoning under Uncertainty
Reasoning about Cognitive Trust in Stochastic Multiagent Systems | |
Xiaowei Huang, Marta Zofia Kwiatkowska |
I See What You See: Inferring Sensor and Policy Models of Human Real-World Motor Behavior | |
Felix Schmitt, Hans-Joachim Bieg, Michael Herman, Constantin A. Rothkopf |
Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties | |
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 | |
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn |
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
Search and Constraint Satisfaction
The Opacity of Backbones | |
Lane A. Hemaspaandra, David E. Narváez |
Between Subgraph Isomorphism and Maximum Common Subgraph | |
Ruth Hoffmann, Ciaran McCreesh, Craig Reilly |
Vision
Reference Based LSTM for Image Captioning | |
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han |
A Multi-Task Deep Network for Person Re-Identification | |
Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang |
Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels | |
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 | |
Emily M. Hand, Rama Chellappa |
Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification | |
Xiangteng He, Yuxin Peng |
Video Recovery via Learning Variation and Consistency of Images | |
Zhouyuan Huo, Shangqian Gao, Weidong Cai, Heng Huang |
Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network | |
Suha Kwak, Seunghoon Hong, Bohyung Han |
Text-Guided Attention Model for Image Captioning | |
Jonghwan Mun, Minsu Cho, Bohyung Han |
Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs | |
Xinhang Song, Luis Herranz, Shuqiang Jiang |
Special Track on Cognitive Systems
Natural Language Acquisition and Grounding for Embodied Robotic Systems | |
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn |
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge | |
Robyn 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 | |
Rebecca A. Hutchinson, Liqiang He, Sarah C. Emerson |
Student Abstracts
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning | |
Piotr Antonik, Marc Haelterman, Serge Massar |
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback | |
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar |
Semantic Inference of Bird Songs Using Dynamic Bayesian Networks | |
Keisuke Daimon, Richard W. Hedley, Charles E. Taylor |
The Complexity of Succinct Elections | |
Zack Fitzsimmons, Edith Hemaspaandra |
Grounded Action Transformation for Robot Learning in Simulation | |
Josiah P. Hanna, Peter Stone |
Bootstrapping with Models: Confidence Intervals for Off-Policy Evaluation | |
Josiah P. Hanna, Peter Stone, Scott Niekum |
Fast Electrical Demand Optimization Under Real-Time Pricing | |
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman |
SReN: Shape Regression Network for Comic Storyboard Extraction | |
Zheqi He, Yafeng Zhou, Yongtao Wang, Zhi Tang |
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost | |
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang |
Predicting Mortality of Intensive Care Patients via Learning about Hazard | |
Dae Hyun Lee, Eric Horvitz |
Predicting User Roles from Computer Logs Using Recurrent Neural Networks | |
Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson |
What's Hot
SAT Competition 2016: Recent Developments | |
Tomas Balyo, Marijn J. H. Heule, Matti Jarvisalo |
Automated Negotiating Agents Competition (ANAC) | |
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks |
Demonstrations
Deep Music: Towards Musical Dialogue | |
Mason Bretan, Sageev Oore, Jesse Engel, Douglas Eck, Larry Heck |
A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion | |
Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang |
Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System | |
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 | |
Lu Jiang, LiangLiang Cao, Yannis Kalantidis, Sachin Farfade, Alex Hauptmann |
An Event Reconstruction Tool for Conflict Monitoring Using Social Media | |
Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander Hauptmann |
Webly-Supervised Learning of Multimodal Video Detectors | |
Junwei Liang, Lu Jiang, Alexander Hauptmann |