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 |