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


Partitioned Sampling of Public Opinions Based on Their Social Dynamics PDF
Weiran Huang, Liang Li, Wei Chen
Novel Geometric Approach for Global Alignment of PPI Networks PDF
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu
Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach PDF
Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong
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

Transitive Hashing Network for Heterogeneous Multimedia Retrieval PDF
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang
Treatment Effect Estimation with Data-Driven Variable Decomposition PDF
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang
A Declarative Approach to Data-Driven Fact Checking PDF
Julien Leblay
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding PDF
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems PDF
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng
Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity PDF
Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen
CLARE: A Joint Approach to Label Classification and Tag Recommendation PDF
Yilin Wang, Suhang Wang, Jiliang Tang, Guojun Qi, Huan Liu, Baoxin Li
Visual Sentiment Analysis by Attending on Local Image Regions PDF
Quanzeng You, Hailin Jin, Jiebo Luo
Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem PDF
Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin
Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising PDF
Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun
Expectile Matrix Factorization for Skewed Data Analysis PDF
Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li

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
Complexity of Manipulating Sequential Allocation PDF
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie
Probably Approximately Efficient Combinatorial Auctions via Machine Learning PDF
Gianluca Brero, Benjamin Lubin, Sven Seuken
Phragmén’s Voting Methods and Justified Representation PDF
Markus Brill, Rupert Freeman, Svante Janson, Martin Lackner
Multiwinner Approval Rules as Apportionment Methods PDF
Markus Brill, Jean-Francois Laslier, Piotr Skowron
Winner Determination in Huge Elections with MapReduce PDF
Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger
What Do Multiwinner Voting Rules Do? An Experiment Over the Two-Dimensional Euclidean Domain PDF
Edith Elkind, Piotr Faliszewski, Jean-Francois Laslier, Piotr Skowron, Arkadii Slinko, Nimrod Talmon
Crowdsourced Outcome Determination in Prediction Markets PDF
Rupert Freeman, Sebastien Lahaie, David M. Pennock
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents PDF
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces PDF
Albert Xin Jiang, Hau Chan, Kevin Leyton-Brown
Complexity of the Stable Invitations Problem PDF
Hooyeon Lee, Vassilevska Williams
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
Network, Popularity and Social Cohesion: A Game-Theoretic Approach PDF
Jiamou Liu, Ziheng Wei
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices PDF
Yang Liu, Yiling Chen
An Ambiguity Aversion Model for Decision Making under Ambiguity PDF
Wenjun Ma, Xudong Luo, Yuncheng Jiang
Preferences Single-Peaked on a Circle PDF
Dominik Peters, Martin Lackner
Revenue Maximization for Finitely Repeated Ad Auctions PDF
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu
Proportional Justified Representation PDF
Luis Sánchez-Fernández, Edith Elkind, Martin Lackner, Norberto Fernández, Jesús A. Fisteus, Pablo Basanta Val, Piotr Skowron
The Positronic Economist: A Computational System for Analyzing Economic Mechanisms PDF
David Thompson, Neil Newman, Kevin Leyton-Brown
Non-Additive Security Games PDF
Sinong Wang, Fang Liu, Ness Shroff
Randomized Mechanisms for Selling Reserved Instances in Cloud PDF
Jia Zhang, Weidong Ma, Tao Qin, Xiaoming Sun, Tie-Yan Liu

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
Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization PDF
Cong Fang, Zhouchen Lin
An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs PDF
Hua Jiang, Chu-Min Li, Felip Manya
New Lower Bound for the Minimum Sum Coloring Problem PDF
Clément Lecat, Corinne Lucet, Chu-Min Li
Anytime Anyspace AND/OR Search for Bounding the Partition Function PDF
Qi Lou, Rina Dechter, Alexander Ihler
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis PDF
Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng
A Unified Convex Surrogate for the Schatten-p Norm PDF
Chen Xu, Zhouchen Lin, Hongbin Zha

Humans and Artificial Intelligence

PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering PDF
Hannah Kim, Jaegul Choo, Changhyun Lee, Hanseung Lee, Chandan K. Reddy, Haesun Park
JAG: A Crowdsourcing Framework for Joint Assessment and Peer Grading PDF
Igor Labutov, Christoph Studer

Knowledge Representation and Reasoning

On the Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca
Abstraction in Situation Calculus Action Theories PDF
Bita Banihashemi, Giuseppe De Giacomo, Yves Lesperance
Ontology-Mediated Queries for Probabilistic Databases PDF
Stefan Borgwardt, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Solving Advanced Argumentation Problems with Answer-Set Programming PDF
Gerhard Brewka, Martin Diller, Georg Heissenberger, Thomas Linsbichler, Stefan Woltran
Query Answering in DL-Lite with Datatypes: A Non-Uniform Approach PDF
André Hernich, Julio Lemos, Frank Wolter
SAT Encodings for Distance-Based Belief Merging Operators PDF
Sébastien Konieczny, Jean-Marie Lagniez, Pierre Marquis
LPMLN, Weak Constraints, and P-log PDF
Joohyung Lee, Zhun Yang
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy PDF
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies PDF
Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu
Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery PDF
Heng-Yang Lu, Lu-Yao Xie, Ning Kang, Chong-Jun Wang, Jun-Yuan Xie
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs PDF
Yi Tay, Anh Tuan Luu, Siu Cheung Hui

Machine Learning Applications

Multidimensional Scaling on Multiple Input Distance Matrices PDF
Song Bai, Xiang Bai, Longin Jan Latecki, Qi Tian
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering PDF
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Soft Video Parsing by Label Distribution Learning PDF
Xin Geng, Miaogen Ling
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
Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem PDF
Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, Jeffrey S. Rosenschein
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems PDF
DongSheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
Learning with Feature Network and Label Network Simultaneously PDF
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Collaborative Company Profiling: Insights from an Employee's Perspective PDF
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong
ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy PDF
Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang
A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping PDF
Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types PDF
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu
Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks PDF
Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images PDF
Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos
Unsupervised Deep Learning for Optical Flow Estimation PDF
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha
Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks PDF
Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen
Simultaneous Clustering and Ensemble PDF
Zhiqiang Tao, Hongfu Liu, Yun Fu
Coupling Implicit and Explicit Knowledge for Customer Volume Prediction PDF
Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval PDF
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback PDF
Yan Zhang, Defu Lian, Guowu Yang

Machine Learning Methods

Fast Generalized Distillation for Semi-Supervised Domain Adaptation PDF
Shuang Ao, Xiang Li, Charles X. Ling
Learning Residual Alternating Automata PDF
Sebastian Berndt, Maciej Liśkiewicz, Matthias Lutter, Rüdiger Reischuk
Cross-Domain Kernel Induction for Transfer Learning PDF
Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang
Communication Lower Bounds for Distributed Convex Optimization: Partition Data on Features PDF
Zihao Chen, Luo Luo, Zhihua Zhang
From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models PDF
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell
Self-Paced Learning: An Implicit Regularization Perspective PDF
Yanbo Fan, Ran He, Jian Liang, Baogang Hu
Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected PDF
Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus
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
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
Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning PDF
Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration PDF
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Dynamic Action Repetition for Deep Reinforcement Learning PDF
Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran
Playing FPS Games with Deep Reinforcement Learning PDF
Guillaume Lample, Devendra Singh Chaplot
Transfer Reinforcement Learning with Shared Dynamics PDF
Romain Laroche, Merwan Barlier
Transfer Learning for Deep Learning on Graph-Structured Data PDF
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon
Efficient Online Model Adaptation by Incremental Simplex Tableau PDF
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu
Multivariate Hawkes Processes for Large-Scale Inference PDF
Rémi Lemonnier, Kevin Scaman, Argyris Kalogeratos
Self-Paced Multi-Task Learning PDF
Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha
Infinitely Many-Armed Bandits with Budget Constraints PDF
Haifang Li, Yingce Xia
Sparse Subspace Clustering by Learning Approximation ℓ0 Codes PDF
Jun Li, Yu Kong, Yun Fu
Riemannian Submanifold Tracking on Low-Rank Algebraic Variety PDF
Qian Li, Zhichao Wang
Large Graph Hashing with Spectral Rotation PDF
Xuelong Li, Di Hu, Feiping Nie
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting PDF
Xutao Li, Yunming Ye, Xiaofei Xu
Learning Safe Prediction for Semi-Supervised Regression PDF
Yu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis PDF
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin
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
Sparse Deep Transfer Learning for Convolutional Neural Network PDF
Jiaming Liu, Yali Wang, Yu Qiao
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction PDF
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao
Multiple Kernel k-Means with Incomplete Kernels PDF
Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu
Optimal Neighborhood Kernel Clustering with Multiple Kernels PDF
Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin
Generalization Analysis for Ranking Using Integral Operator PDF
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang
Infinite Kernel Learning: Generalization Bounds and Algorithms PDF
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang
Accelerated Variance Reduced Stochastic ADMM PDF
Yuanyuan Liu, Fanhua Shang, James Cheng
Semi-Supervised Classifications via Elastic and Robust Embedding PDF
Yun Liu, Yiming Guo, Hua Wang, Feiping Nie, Heng Huang
Approximate Conditional Gradient Descent on Multi-Class Classification PDF
Zhuanghua Liu, Ivor Tsang
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
Where to Add Actions in Human-in-the-Loop Reinforcement Learning PDF
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popović
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction PDF
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
Generalization Error Bounds for Optimization Algorithms via Stability PDF
Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu
When and Why Are Deep Networks Better Than Shallow Ones? PDF
Hrushikesh Mhaskar, Qianli Liao, Tomaso Poggio
Streaming Classification with Emerging New Class by Class Matrix Sketching PDF
Xin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou
Deep Hashing: A Joint Approach for Image Signature Learning PDF
Yadong Mu, Zhu Liu
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours PDF
Feiping Nie, Guohao Cai, Xuelong Li
Unsupervised Large Graph Embedding PDF
Feiping Nie, Wei Zhu, Xuelong Li
Cascade Subspace Clustering PDF
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
Adaptive Proximal Average Approximation for Composite Convex Minimization PDF
Li Shen, Wei Liu, Junzhou Huang, Yu-Gang Jiang, Shiqian Ma
Compressed K-Means for Large-Scale Clustering PDF
Xiaobo Shen, Weiwei Liu, Ivor Tsang, Fumin Shen, Quan-Sen Sun
Spectral Clustering with Brainstorming Process for Multi-View Data PDF
Jeong-Woo Son, Junkey Jeon, Alex Lee, Sun-Joong Kim
Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning PDF
Kun Song, Feiping Nie, Junwei Han, Xuelong Li
Multilinear Regression for Embedded Feature Selection with Application to fMRI Analysis PDF
Xiaonan Song, Haiping Lu
Unsupervised Learning with Truncated Gaussian Graphical Models PDF
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
Automatic Curriculum Graph Generation for Reinforcement Learning Agents PDF
Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone
Polynomial Optimization Methods for Matrix Factorization PDF
Po-Wei Wang, Chun-Liang Li, J. Zico Kolter
Fast Online Incremental Learning on Mixture Streaming Data PDF
Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo
Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding PDF
Zeyi Wen, Bin Li, Ramamohanarao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records PDF
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information PDF
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin
CBRAP: Contextual Bandits with RAndom Projection PDF
Xiaotian Yu, Michael R. Lyu, Irwin King
Fast Compressive Phase Retrieval under Bounded Noise PDF
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu
Universum Prescription: Regularization Using Unlabeled Data PDF
Xiang Zhang, Yann LeCun
SCOPE: Scalable Composite Optimization for Learning on Spark PDF
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li
Lock-Free Optimization for Non-Convex Problems PDF
Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li
Scalable Graph Embedding for Asymmetric Proximity PDF
Chang Zhou, Yuqiong Liu, Xiaofei Liu, Zhongyi Liu, Jun Gao
Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations PDF
Yang Zhou, Haiping Lu, Yiu-ming Cheung
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
Parameterised Verification of Infinite State Multi-Agent Systems via Predicate Abstraction PDF
Panagiotis Kouvaros, Alessio Lomuscio
Collective Multiagent Sequential Decision Making Under Uncertainty PDF
Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Natural Language Processing and Knowledge Representation

Improving Multi-Document Summarization via Text Classification PDF
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions PDF
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Neural Bag-of-Ngrams PDF
Bofang Li, Tao Liu, Zhe Zhao, Puwei Wang, Xiaoyong Du
Neural Machine Translation with Reconstruction PDF
Zhaopeng Tu, Yang Liu, Lifeng Shang, Xiaohua Liu, Hang Li
A Context-Enriched Neural Network Method for Recognizing Lexical Entailment PDF
Kun Zhang, Enhong Chen, Qi Liu, Chuanren Liu, Guangyi Lv

Natural Language Processing and Machine Learning

Improving Word Embeddings with Convolutional Feature Learning and Subword Information PDF
Shaosheng Cao, Wei Lu
Joint Copying and Restricted Generation for Paraphrase PDF
Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li
Translation Prediction with Source Dependency-Based Context Representation PDF
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu
Maximum Reconstruction Estimation for Generative Latent-Variable Models PDF
Yong Cheng, Yang Liu, Wei Xu
Incorporating Expert Knowledge into Keyphrase Extraction PDF
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang
Disambiguating Spatial Prepositions Using Deep Convolutional Networks PDF
Kaveh Hassani, Won-Sook Lee
Recurrent Attentional Topic Model PDF
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang
Representations of Context in Recognizing the Figurative and Literal Usages of Idioms PDF
Changsheng Liu, Rebecca Hwa
Deterministic Attention for Sequence-to-Sequence Constituent Parsing PDF
Chunpeng Ma, Lemao Liu, Akihiro Tamura, Tiejun Zhao, Eiichiro Sumita
Definition Modeling: Learning to Define Word Embeddings in Natural Language PDF
Thanapon Noraset, Chen Liang, Larry Birnbaum, Doug Downey
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models PDF
Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu
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
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues PDF
Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation PDF
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu
Semantic Parsing with Neural Hybrid Trees PDF
Raymond Hendy Susanto, Wei Lu
Neural Machine Translation Advised by Statistical Machine Translation PDF
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang
Topic Aware Neural Response Generation PDF
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma
Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision PDF
Meng Zhang, Haoruo Peng, Yang Liu, Huanbo Luan, Maosong Sun
Active Discriminative Text Representation Learning PDF
Ye Zhang, Matthew Lease, Byron C. Wallace
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

Using Discourse Signals for Robust Instructor Intervention Prediction PDF
Muthu Kumar Chandrasekaran, Carrie Demmans Epp, Min-Yen Kan, Diane J. Litman
Unsupervised Sentiment Analysis with Signed Social Networks PDF
Kewei Cheng, Jundong Li, Jiliang Tang, Huan Liu
What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM PDF
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao
Efficient Dependency-Guided Named Entity Recognition PDF
Zhanming Jie, Aldrian Obaja Muis, Wei Lu
Efficiently Mining High Quality Phrases from Texts PDF
Bing Li, Xiaochun Yang, Bin Wang, Wei Cui
Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis PDF
Hao Li, Wei Lu
Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings PDF
Nana Li, Shuangfei Zhai, Zhongfei Zhang, Boying Liu
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization PDF
Piji Li, Zihao Wang, Wai Lam, Zhaochun Ren, Lidong Bing
Collaborative User Clustering for Short Text Streams PDF
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering PDF
Xiaodong Zhang, Sujian Li, Lei Sha, Houfeng Wang
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

An Efficient Approach to Model-Based Hierarchical Reinforcement Learning PDF
Zhuoru Li, Akshay Narayan, Tze-Yun Leong
Best-First Width Search: Exploration and Exploitation in Classical Planning PDF
Nir Lipovetzky, Hector Geffner
Robust Execution of Probabilistic Temporal Plans PDF
Kyle Lund, Sam Dietrich, Scott Chow, James C. Boerkoel

Reasoning under Uncertainty

Deterministic versus Probabilistic Methods for Searching for an Evasive Target PDF
Sara Bernardini, Maria Fox, Derek Long, Chiara Piacentini
Anytime Best+Depth-First Search for Bounding Marginal MAP PDF
Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter

Search and Constraint Satisfaction

A SAT-Based Approach for Solving the Modal Logic S5-Satisfiability Problem PDF
Thomas Caridroit, Jean-Marie Lagniez, Daniel Le Berre, Tiago de Lima, Valentin Montmirail
Should Algorithms for Random SAT and Max-SAT Be Different? PDF
Sixue Liu, Gerard de Melo
Extending Compact-Table to Negative and Short Tables PDF
Hélène Verhaeghe, Christophe Lecoutre, Pierre Schaus


Regularized Diffusion Process for Visual Retrieval PDF
Song Bai, Xiang Bai, Qi Tian, Longin Jan Latecki
Collective Deep Quantization for Efficient Cross-Modal Retrieval PDF
Yue Cao, Mingsheng Long, Jianmin Wang, Shichen Liu
Reference Based LSTM for Image Captioning PDF
Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han
Active Video Summarization: Customized Summaries via On-line Interaction with the User PDF
Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan
Nonnegative Orthogonal Graph Matching PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Robust MIL-Based Feature Template Learning for Object Tracking PDF
Xiangyuan Lan, Pong C. Yuen, Rama Chellappa
Learning Patch-Based Dynamic Graph for Visual Tracking PDF
Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang
Image Caption with Global-Local Attention PDF
Linghui Li, Sheng Tang, Lixi Deng, Yongdong Zhang, Qi Tian
Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models PDF
Siyi Li, Dit-Yan Yeung
A Multiview-Based Parameter Free Framework for Group Detection PDF
Xuelong Li, Mulin Chen, Feiping Nie, Qi Wang
Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment PDF
Zechao Li, Jinhui Tang
TextBoxes: A Fast Text Detector with a Single Deep Neural Network PDF
Minghui Liao, Baoguang Shi, Xiang Bai, Xinggang Wang, Wenyu Liu
An Artificial Agent for Robust Image Registration PDF
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
Attention Correctness in Neural Image Captioning PDF
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille
Boosting Complementary Hash Tables for Fast Nearest Neighbor Search PDF
Xianglong Liu, Cheng Deng, Yadong Mu, Zhujin Li
Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition PDF
Xiao Liu, Jiang Wang, Shilei Wen, Errui Ding, Yuanqing Lin
Video Captioning with Listwise Supervision PDF
Yuan Liu, Xue Li, Zhongchao Shi
Closing the Loop for Edge Detection and Object Proposals PDF
Yao Lu, Linda Shapiro
Learning Discriminative Activated Simplices for Action Recognition PDF
Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data PDF
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu
Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity PDF
Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu
Quantifying and Detecting Collective Motion by Manifold Learning PDF
Qi Wang, Mulin Chen, Xuelong Li
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing PDF
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification PDF
Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li
Leveraging Video Descriptions to Learn Video Question Answering PDF
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles, Min Sun

Special Track on Cognitive Systems

Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Tom Lenaerts
Flexible Model Induction through Heuristic Process Discovery PDF
Pat Langley, Adam Arvay
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? PDF
Smitha Milli, Falk Lieder, Thomas L. Griffiths

Special Track on Computational Sustainability

Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data PDF
Jiaxuan You, Xiaocheng Li, Melvin Low, David Lobell, Stefano Ermon

Special Track on Integrated Systems

Building Task-Oriented Dialogue Systems for Online Shopping PDF
Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li

EAAI Symposium Full Papers

A Summer Research Experience in Robotics PDF
Cindy M. Grimm, Alicia Lyman-Holt, William D. Smart
Recovering Concept Prerequisite Relations from University Course Dependencies PDF
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles
Open-Ended Robotics Exploration Projects for Budding Researchers PDF
David R. Musicant, Abha Laddha, Tom Choi
An Image Wherever You Look! Making Vision Just Another Sensor for AI/Robotics Projects PDF
Andy Zhang, John Lee, Ciante Jones, Zachary Dodds

Senior Member Summary Talks

Progress and Challenges in Research on Cognitive Architectures PDF
Pat Langley

Student Abstracts

Coordinating Human and Agent Behavior in Collective-Risk Scenarios PDF
Elias Fernández Domingos, Juan Carlos Burguillo, Ann Nowé, Tom Lenaerts
Fast Electrical Demand Optimization Under Real-Time Pricing PDF
Shan He, Mark Wallace, Campbell Wilson, Ariel Liebman
Predicting Mortality of Intensive Care Patients via Learning about Hazard PDF
Dae Hyun Lee, Eric Horvitz
Rethinking the Link Prediction Problem in Signed Social Networks PDF
Xiaoming Li, Hui Fang, Jie Zhang
ATSUM: Extracting Attractive Summaries for News Propagation on Microblogs PDF
Fang Liu, Xiaojun Wan
A Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network PDF
Hengshuang Liu, Pengcheng Ai, Junling Chen
Neuron Learning Machine for Representation Learning PDF
Jia Liu, Maoguo Gong, Qiguang Miao
Community-Based Question Answering via Contextual Ranking Metric Network Learning PDF
Hanqing Lu, Ming Kong
Auto-Annotation of 3D Objects via ImageNet PDF
Huan Luo, Cheng Wang, Jonathan Li
SEAPoT-RL: Selective Exploration Algorithm for Policy Transfer in RL PDF
Akshay Narayan, Zhuoru Li, Tze-Yun Leong
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization PDF
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
Detecting Review Spammer Groups PDF
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu
A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly PDF
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung

Doctoral Consortium

Structured Prediction in Time Series Data PDF
Jia Li
A Supervised Sparse Learning Framework to Solve EEG Inverse Problem for Discriminative Activations Pattern PDF
Feng Liu
V for Verification: Intelligent Algorithm of Checking Reliability of Smart Systems PDF
Anna Lukina


Arnold: An Autonomous Agent to Play FPS Games PDF
Devendra Singh Chaplot, Guillaume Lample
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
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
SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences PDF
Jiayu Long, Jia Jia, Han Xu

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