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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