Applications
Gated Neural Networks for Option Pricing: Rationality by Design | |
Yongxin Yang, Yu Zheng, Timothy M. Hospedales |
Local Discriminant Hyperalignment for Multi-Subject fMRI Data Alignment | |
Muhammad Yousefnezhad, Daoqiang Zhang |
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 |
Artificial Intelligence and the Web
Transitive Hashing Network for Heterogeneous Multimedia Retrieval | |
Zhangjie Cao, Mingsheng Long, Jianmin Wang, Qiang Yang |
Random-Radius Ball Method for Estimating Closeness Centrality | |
Wataru Inariba, Takuya Akiba, Yuichi Yoshida |
Treatment Effect Estimation with Data-Driven Variable Decomposition | |
Kun Kuang, Peng Cui, Bo Li, Meng Jiang, Shiqiang Yang, Fei Wang |
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding | |
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying |
Exploiting both Vertical and Horizontal Dimensions of Feature Hierarchy for Effective Recommendation | |
Zhu Sun, Jie Yang, Jie Zhang, Alessandro Bozzon |
Community Preserving Network Embedding | |
Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang |
Multiple Source Detection without Knowing the Underlying Propagation Model | |
Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye |
Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network | |
Jufeng Yang, Ming Sun, Xiaoxiao Sun |
Visual Sentiment Analysis by Attending on Local Image Regions | |
Quanzeng You, Hailin Jin, Jiebo Luo |
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 |
Engineering Agreement: The Naming Game with Asymmetric and Heterogeneous Agents | |
Jie Gao, Bo Li, Grant Schoenebeck, Fang-Yi Yu |
Computing Least Cores of Supermodular Cooperative Games | |
Daisuke Hatano, Yuichi Yoshida |
Achieving Sustainable Cooperation in Generalized Prisoner's Dilemma with Observation Errors | |
Fuuki Shigenaka, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo |
Heuristic Search and Optimization
Dancing with Decision Diagrams: A Combined Approach to Exact Cover | |
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions | |
Hong Qian, Yang Yu |
Non-Monotone DR-Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Regret Ratio Minimization in Multi-Objective Submodular Function Maximization | |
Tasuku Soma, Yuichi Yoshida |
Knowledge Representation and Reasoning
Diagnosability Planning for Controllable Discrete Event Systems | |
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon |
LPMLN, Weak Constraints, and P-log | |
Joohyung Lee, Zhun Yang |
Compiling Graph Substructures into Sentential Decision Diagrams | |
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
Machine Learning Applications
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering | |
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems | |
Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang |
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction | |
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang |
Learning with Feature Network and Label Network Simultaneously | |
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang |
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types | |
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu |
Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU | |
Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka |
Unsupervised Deep Learning for Optical Flow Estimation | |
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, Hongyuan Zha |
Multiset Feature Learning for Highly Imbalanced Data Classification | |
Fei Wu, Xiao-Yuan Jing, Shiguang Shan, Wangmeng Zuo, Jing-Yu Yang |
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks | |
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu |
Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval | |
Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao |
Discriminative Semi-Supervised Dictionary Learning with Entropy Regularization for Pattern Classification | |
Meng Yang, Lin Chen |
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 |
Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay | |
Haiyan Yin, Sinno Jialin Pan |
Personalized Donor-Recipient Matching for Organ Transplantation | |
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar |
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction | |
Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback | |
Yan Zhang, Defu Lian, Guowu Yang |
Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations | |
Kai Zhu, Zhen Chen, Lei Ying |
Machine Learning Methods
Cross-Domain Kernel Induction for Transfer Learning | |
Wei-Cheng Chang, Yuexin Wu, Hanxiao Liu, Yiming Yang |
Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis | |
Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen |
Efficient Sparse Low-Rank Tensor Completion Using the Frank-Wolfe Algorithm | |
Xiawei Guo, Quanming Yao, James Tin-Yau Kwok |
Sequential Classification-Based Optimization for Direct Policy Search | |
Yi-Qi Hu, Hong Qian, Yang Yu |
Transfer Learning for Deep Learning on Graph-Structured Data | |
Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon |
Efficient Online Model Adaptation by Incremental Simplex Tableau | |
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu |
Self-Paced Multi-Task Learning | |
Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha |
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting | |
Xutao Li, Yunming Ye, Xiaofei Xu |
A Two-Stage Approach for Learning a Sparse Model with Sharp Excess Risk Analysis | |
Zhe Li, Tianbao Yang, Lijun Zhang, Rong Jin |
Multiple Kernel k-Means with Incomplete Kernels | |
Xinwang Liu, Miaomiao Li, Lei Wang, Yong Dou, Jianping Yin, En Zhu |
Optimal Neighborhood Kernel Clustering with Multiple Kernels | |
Xinwang Liu, Sihang Zhou, Yueqing Wang, Miaomiao Li, Yong Dou, En Zhu, Jianping Yin |
Generalization Analysis for Ranking Using Integral Operator | |
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang |
Infinite Kernel Learning: Generalization Bounds and Algorithms | |
Yong Liu, Shizhong Liao, Hailun Lin, Yinliang Yue, Weiping Wang |
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling | |
Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander Hauptmann, Qinghua Zheng |
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction | |
Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu |
Cascade Subspace Clustering | |
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi |
Random Features for Shift-Invariant Kernels with Moment Matching | |
Weiwei Shen, Zhihui Yang, Jun Wang |
Asymmetric Discrete Graph Hashing | |
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang |
Distant Domain Transfer Learning | |
Ben Tan, Yu Zhang, Sinno Jialin Pan, Qiang Yang |
Relational Deep Learning: A Deep Latent Variable Model for Link Prediction | |
Hao Wang, Xingjian Shi, Dit-Yan Yeung |
Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee | |
Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang |
Multi-View Correlated Feature Learning by Uncovering Shared Component | |
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao |
A Framework of Online Learning with Imbalanced Streaming Data | |
Yan Yan, Tianbao Yang, Yi Yang, Jianhui Chen |
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records | |
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang |
Deep Learning for Fixed Model Reuse | |
Yang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou |
Learning Deep Latent Space for Multi-Label Classification | |
Chih-Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko, Yu-Chiang Frank Wang |
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information | |
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit Dhillon, Chih-Jen Lin |
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient | |
Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu |
CBRAP: Contextual Bandits with RAndom Projection | |
Xiaotian Yu, Michael R. Lyu, Irwin King |
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation | |
Ganzhao Yuan, Bernard Ghanem |
Fast Compressive Phase Retrieval under Bounded Noise | |
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu |
Learning Sparse Task Relations in Multi-Task Learning | |
Yu Zhang, Qiang Yang |
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 |
Natural Language Processing and Knowledge Representation
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems | |
Saku Sugawara, Hikaru Yokono, Akiko Aizawa |
Efficiently Answering Technical Questions — A Knowledge Graph Approach | |
Shuo Yang, Lei Zou, Zhongyuan Wang, Jun Yan, Ji-Rong Wen |
Incorporating Knowledge Graph Embeddings into Topic Modeling | |
Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen |
Natural Language Processing and Machine Learning
Translation Prediction with Source Dependency-Based Context Representation | |
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu |
Incorporating Expert Knowledge into Keyphrase Extraction | |
Sujatha Das Gollapalli, Xiao-li Li, Peng Yang |
Recurrent Attentional Topic Model | |
Shuangyin Li, Yu Zhang, Rong Pan, Mingzhi Mao, Yang Yang |
Natural Language Processing and Text Mining
Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction | |
Ying Ding, Jianfei Yu, Jing Jiang |
Efficiently Mining High Quality Phrases from Texts | |
Bing Li, Xiaochun Yang, Bin Wang, Wei Cui |
Collaborative User Clustering for Short Text Streams | |
Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Evangelos Kanoulas |
Greedy Flipping for Constrained Word Deletion | |
Jin-ge Yao, Xiaojun Wan |
Reasoning under Uncertainty
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
Associate Latent Encodings in Learning from Demonstrations | |
Hang Yin, Francisco S. Melo, Aude Billard, Ana Paiva |
Vision
Multi-Path Feedback Recurrent Neural Networks for Scene Parsing | |
Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan |
Detection and Recognition of Text Embedded in Online Images via Neural Context Models | |
Chulmoo Kang, Gunhee Kim, Suk I. Yoo |
Robust MIL-Based Feature Template Learning for Object Tracking | |
Xiangyuan Lan, Pong C. Yuen, Rama Chellappa |
Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models | |
Siyi Li, Dit-Yan Yeung |
Attention Correctness in Neural Image Captioning | |
Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille |
Fully Convolutional Neural Networks with Full-Scale-Features for Semantic Segmentation | |
Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong |
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution | |
Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang |
Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification | |
Yang Yang, Longyin Wen, Siwei Lyu, Stan Z. Li |
Leveraging Saccades to Learn Smooth Pursuit: A Self-Organizing Motion Tracking Model Using Restricted Boltzmann Machines | |
Arjun Yogeswaran, Pierre Payeur |
Efficient Object Instance Search Using Fuzzy Objects Matching | |
Tan Yu, Yuwei Wu, Sreyasee Bhattacharjee, Junsong Yuan |
Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks | |
Xin Yu, Fatih Porikli |
Special Track on Computational Sustainability
Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data | |
Souhaib Ben Taieb, Jiafan Yu, Mateus Neves Barreto, Ram Rajagopal |
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data | |
Jiaxuan You, Xiaocheng Li, Melvin Low, David Lobell, Stefano Ermon |
Special Track on Integrated Systems
Building Task-Oriented Dialogue Systems for Online Shopping | |
Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li |
EAAI Symposium Full Papers
Recovering Concept Prerequisite Relations from University Course Dependencies | |
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles |
A Monte Carlo Localization Assignment Using a Neato Vacuum with ROS | |
Zuozhi Yang, Todd W. Neller |
Student Abstracts
Coalition Structure Generation Utilizing Graphical Representation of Partition Function Games | |
Kazuki Nomoto, Yuko Sakurai, Makoto Yokoo |
Audio Feature Learning with Triplet-Based Embedding Network | |
Xiaoyu Qi, Deshun Yang, Xiaoou Chen |
Detecting Review Spammer Groups | |
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu |
Attention Based LSTM for Target Dependent Sentiment Classification | |
Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen |
Authorship Attribution with Topic Drift Model | |
Min Yang, Dingju Zhu, Yong Tang, Jingxuan Wang |
A Computational Assessment Model for the Adaptive Level of Rehabilitation Exergames for the Elderly | |
Hao Zhang, Chunyan Miao, Han Yu, Cyril Leung |
Natural Language Person Retrieval | |
Tao Zhou, Jie Yu |
Demonstrations
AniDraw: When Music and Dance Meet Harmoniously | |
Yaohua Bu, Tang Taoran, Jia Jia, Ma Zhiyuan, Wu Songyao, You Yuming |
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