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AAAI18 - Applications

EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples PDF
Pin-Yu Chen, Yash Sharma, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment PDF
Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang
Distributed Composite Quantization PDF
Weixiang Hong, Jingjing Meng, Junsong Yuan
Tensorized Projection for High-Dimensional Binary Embedding PDF
Weixiang Hong, Jingjing Meng, Junsong Yuan
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis PDF
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow
Generating an Event Timeline About Daily Activities From a Semantic Concept Stream PDF
Taiki Miyanishi, Jun-ichiro Hirayama, Takuya Maekawa, Motoaki Kawanabe
CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition PDF
Jingyuan Wang, Xu He, Ze Wang, Junjie Wu, Nicholas Jing Yuan, Xing Xie, Zhang Xiong
Geographic Differential Privacy for Mobile Crowd Coverage Maximization PDF
Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma

AAAI18 - Artificial Intelligence and the Web

CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity PDF
Qin Chen, Qinmin Hu, Jimmy Xiangji Huang, Liang He
Representation Learning for Scale-Free Networks PDF
Rui Feng, Yang Yang, Wenjie Hu, Fei Wu, Yueting Zhang
A Network-Specific Markov Random Field Approach to Community Detection PDF
Dongxiao He, Xinxin You, Zhiyong Feng, Di Jin, Xue Yang, Weixiong Zhang
Robust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics PDF
Di Jin, Xiaobao Wang, Ruifang He, Dongxiao He, Jianwu Dang, Weixiong Zhang
Community Detection in Attributed Graphs: An Embedding Approach PDF
Ye Li, Chaofeng Sha, Xin Huang, Yanchun Zhang
Social Recommendation with an Essential Preference Space PDF
Chun-Yi Liu, Chuan Zhou, Jia Wu, Yue Hu, Li Guo
Binary Generative Adversarial Networks for Image Retrieval PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
Deep Region Hashing for Generic Instance Search from Images PDF
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen
Confidence-Aware Matrix Factorization for Recommender Systems PDF
Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang
Telepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems PDF
Yu Wang, Jixing Xu, Aohan Wu, Mantian Li, Yang He, Jinghe Hu, Weipeng P. Yan
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions PDF
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words PDF
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang
Spatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach PDF
Chao Zhang, Mengxiong Liu, Zhengchao Liu, Carl Yang, Luming Zhang, Jiawei Han

AAAI18 - Cognitive Systems

HAN: Hierarchical Association Network for Computing Semantic Relatedness PDF
Xiaolong Gong, Hao Xu, Linpeng Huang
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory PDF
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu

AAAI18 - Computational Sustainability and AI

DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation PDF
Haipeng Chen, Bo An, Guni Sharon, Josiah P. Hanna, Peter Stone, Chunyan Miao, Yeng Chai Soh
Cellular Network Traffic Scheduling With Deep Reinforcement Learning PDF
Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti
Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback PDF
Eugene Seo, Rebecca A. Hutchinson

AAAI18 - Game Playing and Interactive Entertainment

Event Representations for Automated Story Generation with Deep Neural Nets PDF
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl
PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles PDF
Nicholas Sohre, Moses Adeagbo, Nathaniel Helwig, Sofia Lyford-Pike, Stephen J. Guy

AAAI18 - Game Theory and Economic Paradigms

On the Complexity of Extended and Proportional Justified Representation PDF
Haris Aziz, Edith Elkind, Shenwei Huang, Martin Lackner, Luis Sanchez-Fernandez, Piotr Skowron
Weighted Voting Via No-Regret Learning PDF
Nika Haghtalab, Ritesh Noothigattu, Ariel D. Procaccia
Approximating Bribery in Scoring Rules PDF
Orgad Keller, Avinatan Hassidim, Noam Hazon
Incentivizing High Quality User Contributions: New Arm Generation in Bandit Learning PDF
Yang Liu, Chien-Ju Ho
MUDA: A Truthful Multi-Unit Double-Auction Mechanism PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann

AAAI18 - Heuristic Search and Optimization

Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment PDF
Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi
A Recursive Scenario Decomposition Algorithm for Combinatorial Multistage Stochastic Optimisation Problems PDF
David Hemmi, Guido Tack, Mark Wallace
Locality Preserving Projection Based on F-norm PDF
Xiangjie Hu, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin
Warmstarting of Model-Based Algorithm Configuration PDF
Marius Lindauer, Frank Hutter

AAAI18 - Human-AI Collaboration

Toward Deep Reinforcement Learning Without a Simulator: An Autonomous Steering Example PDF
Bar Hilleli, Ran El-Yaniv
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science PDF
Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller

AAAI18 - Human Computation and Crowd Sourcing

Sentiment Analysis via Deep Hybrid Textual-Crowd Learning Model PDF
Kamran Ghasedi Dizaji, Heng Huang
Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events PDF
Rui Li, Jared Curhan, Mohammed Ehsan Hoque

AAAI18 - Humans and AI

Beyond Sparsity: Tree Regularization of Deep Models for Interpretability PDF
Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
Coupled Deep Learning for Heterogeneous Face Recognition PDF
Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan

AAAI18 - Knowledge Representation and Reasoning

SELF: Structural Equational Likelihood Framework for Causal Discovery PDF
Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings PDF
Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok
Towards a Unified Framework for Syntactic Inconsistency Measures PDF
Glauber De Bona, John Grant, Anthony Hunter, Sébastien Konieczny
Towards Formal Definitions of Blameworthiness, Intention, and Moral Responsibility PDF
Joseph Y. Halpern, Max Kleiman-Weiner
Behavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies PDF
Nicholas Hay, Michael Stark, Alexander Schlegel, Carter Wendelken, Dennis Park, Eric Purdy, Tom Silver, D. Scott Phoenix, Dileep George
Optimised Maintenance of Datalog Materialisations PDF
Pan Hu, Boris Motik, Ian Horrocks
Stream Reasoning in Temporal Datalog PDF
Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, Ian Horrocks
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning PDF
Jinyoung Yeo, Geungyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang

AAAI18 - Machine Learning Applications

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction PDF
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
Dress Fashionably: Learn Fashion Collocation With Deep Mixed-Category Metric Learning PDF
Long Chen, Yuhang He
HARP: Hierarchical Representation Learning for Networks PDF
Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena
A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations PDF
Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation PDF
Ching-Hua Chuan, Dorien Herremans
Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval PDF
Zan Gao, Deyu Wang, Xiangnan He, Hua Zhang
On Trivial Solution and High Correlation Problems in Deep Supervised Hashing PDF
Yuchen Guo, Xin Zhao, Guiguang Ding, Jungong Han
Learning User Preferences to Incentivize Exploration in the Sharing Economy PDF
Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause
Video-Based Sign Language Recognition Without Temporal Segmentation PDF
Jie Huang, Wengang Zhou, Qilin Zhang, Houqiang Li, Weiping Li
Energy-Efficient Automatic Train Driving by Learning Driving Patterns PDF
Jin Huang, Yue Gao, Sha Lu, Xibin Zhao, Yangdong Deng, Ming Gu
Video-Based Person Re-Identification via Self Paced Weighting PDF
Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu
Generating Music Medleys via Playing Music Puzzle Games PDF
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Link Prediction With Personalized Social Influence PDF
Zepeng Huo, Xiao Huang, Xia Hu
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points PDF
Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs PDF
Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi
Hierarchical Video Generation From Orthogonal Information: Optical Flow and Texture PDF
Katsunori Ohnishi, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada
Exercise-Enhanced Sequential Modeling for Student Performance Prediction PDF
Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris Ding, Si Wei, Guoping Hu
Compressed Sensing MRI Using a Recursive Dilated Network PDF
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley
Attention-Based Transactional Context Embedding for Next-Item Recommendation PDF
Shoujin Wang, Liang Hu, Longbing Cao, Xiaoshui Huang, Defu Lian, Wei Liu
Directional Label Rectification in Adaptive Graph PDF
Xiaoqian Wang, Hao Huang
Learning Generative Neural Networks for 3D Colorization PDF
Zhenpei Yang, Lihang Liu, Qixing Huang
SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction PDF
Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

AAAI18 - Machine Learning Methods

Algorithms for Generalized Topic Modeling PDF
Avrim Blum, Nika Haghtalab
Reversible Architectures for Arbitrarily Deep Residual Neural Networks PDF
Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
Multi-Step Reinforcement Learning: A Unifying Algorithm PDF
Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland, Richard S. Sutton
Learning to Rank Based on Analogical Reasoning PDF
Mohsen Ahmadi Fahandar, Eyke Hüllermeier
Asynchronous Doubly Stochastic Sparse Kernel Learning PDF
Bin Gu, Miao Xin, Zhouyuan Huo, Heng Huang
Inexact Proximal Gradient Methods for Non-Convex and Non-Smooth Optimization PDF
Bin Gu, De Wang, Zhouyuan Huo, Heng Huang
Who Said What: Modeling Individual Labelers Improves Classification PDF
Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton
Learning Across Scales---Multiscale Methods for Convolution Neural Networks PDF
Eldad Haber, Lars Ruthotto, Elliot Holtham, Seong-Hwan Jun
A Framework for Multistream Regression With Direct Density Ratio Estimation PDF
Ahsanul Haque, Hemeng Tao, Swarup Chandra, Jie Liu, Latifur Khan
Approximate and Exact Enumeration of Rule Models PDF
Satoshi Hara, Masakazu Ishihata
When Waiting Is Not an Option: Learning Options With a Deliberation Cost PDF
Jean Harb, Pierre-Luc Bacon, Martin Klissarov, Doina Precup
Learning With Options That Terminate Off-Policy PDF
Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
Reinforced Multi-Label Image Classification by Exploring Curriculum PDF
Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao
An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems PDF
Ahmed Hefny, Carlton Downey, Geoffrey Gordon
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning PDF
Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup
Deep Reinforcement Learning That Matters PDF
Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
Rainbow: Combining Improvements in Deep Reinforcement Learning PDF
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver
Deep Q-learning From Demonstrations PDF
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Z. Leibo, Audrunas Gruslys
Decentralized High-Dimensional Bayesian Optimization With Factor Graphs PDF
Trong Nghia Hoang, Quang Minh Hoang, Ruofei Ouyang, Kian Hsiang Low
A Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning PDF
Cheng-Yu Hsieh, Yi-An Lin, Hsuan-Tien Lin
From Hashing to CNNs: Training Binary Weight Networks via Hashing PDF
Qinghao Hu, Peisong Wang, Jian Cheng
SNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification PDF
Qinmin Hu, Jie Zhou, Qin Chen, Liang He
On Convergence of Epanechnikov Mean Shift PDF
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks PDF
Lei Huang, Xianglong Liu, Bo Lang, Adams Wei Yu, Yongliang Wang, Bo Li
Building Deep Networks on Grassmann Manifolds PDF
Zhiwu Huang, Jiqing Wu, Luc Van Gool
Accelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization PDF
Zhouyuan Huo, Bin Gu, Ji Liu, Heng Huang
Product Quantized Translation for Fast Nearest Neighbor Search PDF
Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, Hee-Kap Ahn
Metric-Based Auto-Instructor for Learning Mixed Data Representation PDF
Songlei Jian, Liang Hu, Longbing Cao, Kai Lu
Measuring Catastrophic Forgetting in Neural Networks PDF
Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan
Approximate Vanishing Ideal via Data Knotting PDF
Hiroshi Kera, Yoshihiko Hasegawa
Learning to Generalize: Meta-Learning for Domain Generalization PDF
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales
Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning PDF
Qimai Li, Zhichao Han, Xiao-ming Wu
Adaptive Graph Convolutional Neural Networks PDF
Ruoyu Li, Sheng Wang, Feiyun Zhu, Junzhou Huang
Dual Set Multi-Label Learning PDF
Chong Liu, Peng Zhao, Sheng-Jun Huang, Yuan Jiang, Zhi-Hua Zhou
Nonlinear Pairwise Layer and Its Training for Kernel Learning PDF
Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Li Li
Euler Sparse Representation for Image Classification PDF
Yang Liu, Quanxue Gao, Jungong Han, Shujian Wang
Matrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning PDF
Lei Luo, Heng Huang
Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion PDF
Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo
Learning Multi-Way Relations via Tensor Decomposition With Neural Networks PDF
Koji Maruhashi, Masaru Todoriki, Takuya Ohwa, Keisuke Goto, Yu Hasegawa, Hiroya Inakoshi, Hirokazu Anai
Alternating Circulant Random Features for Semigroup Kernels PDF
Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada
A Provable Approach for Double-Sparse Coding PDF
Thanh V. Nguyen, Raymond K. W. Wong, Chinmay Hegde
Learning to Interact With Learning Agents PDF
Adish Singla, Hamed Hassani, Andreas Krause
Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets PDF
Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé
Reliable Multi-View Clustering PDF
Hong Tao, Chenping Hou, Xinwang Liu, Tongliang Liu, Dongyun Yi, Jubo Zhu
Information-Theoretic Domain Adaptation Under Severe Noise Conditions PDF
Wei Wang, Hao Wang, Zhi-Yong Ran, Ran He
Partial Multi-Label Learning PDF
Ming-Kun Xie, Sheng-Jun Huang
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation PDF
Qianqian Xu, Jiechao Xiong, Xi Chen, Qingming Huang, Yuan Yao
Latent Semantic Aware Multi-View Multi-Label Classification PDF
Changqing Zhang, Ziwei Yu, Qinghua Hu, Pengfei Zhu, Xinwang Liu, Xiaobo Wang
Hypergraph Learning With Cost Interval Optimization PDF
Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao
Direct Hashing Without Pseudo-Labels PDF
Feng Zheng, Heng Huang
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling PDF
Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han

AAAI18 - NLP and Knowledge Representation

280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification PDF
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer
Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text PDF
Xu Han, Zhiyuan Liu, Maosong Sun
Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs PDF
Vivian S. Silva, Siegfried Handschuh, André Freitas
SPINE: SParse Interpretable Neural Embeddings PDF
Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy
Multi-Channel Encoder for Neural Machine Translation PDF
Hao Xiong, Zhongjun He, Xiaoguang Hu, Hua Wu
Augmenting End-to-End Dialogue Systems With Commonsense Knowledge PDF
Tom Young, Erik Cambria, Iti Chaturvedi, Hao Zhou, Subham Biswas, Minlie Huang

AAAI18 - NLP and Machine Learning

Meta Multi-Task Learning for Sequence Modeling PDF
Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang
Placing Objects in Gesture Space: Toward Incremental Interpretation of Multimodal Spatial Descriptions PDF
Ting Han, Casey Kennington, David Schlangen
Jointly Parse and Fragment Ungrammatical Sentences PDF
Homa B. Hashemi, Rebecca Hwa
Persuasive Influence Detection: The Role of Argument Sequencing PDF
Christopher Thomas Hidey, Kathleen McKeown
An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences PDF
Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza Samatova
Empower Sequence Labeling with Task-Aware Neural Language Model PDF
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence PDF
Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu
Question-Answering with Grammatically-Interpretable Representations PDF
Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
Deconvolutional Latent-Variable Model for Text Sequence Matching PDF
Dinghan Shen, Yizhe Zhang, Ricardo Henao, Qinliang Su, Lawrence Carin
Neural Cross-Lingual Entity Linking PDF
Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza
Spectral Word Embedding with Negative Sampling PDF
Behrouz Haji Soleimani, Stan Matwin
Variational Recurrent Neural Machine Translation PDF
Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method PDF
Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs PDF
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
Learning to Extract Coherent Summary via Deep Reinforcement Learning PDF
Yuxiang Wu, Baotian Hu
Hierarchical Recurrent Attention Network for Response Generation PDF
Chen Xing, Yu Wu, Wei Wu, Yalou Huang, Ming Zhou
Large Scaled Relation Extraction With Reinforcement Learning PDF
Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao
Adaptive Co-attention Network for Named Entity Recognition in Tweets PDF
Qi Zhang, Jinlan Fu, Xiaoyu Liu, Xuanjing Huang
Medical Exam Question Answering with Large-scale Reading Comprehension PDF
Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su
Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation PDF
Ganbin Zhou, Ping Luo, Rongyu Cao, Yijun Xiao, Fen Lin, Bo Chen, Qing He
Elastic Responding Machine for Dialog Generation with Dynamically Mechanism Selecting PDF
Ganbin Zhou, Ping Luo, Yijun Xiao, Fen Lin, Bo Chen, Qing He

AAAI18 - NLP and Text Mining

Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation PDF
Xiaoyan Cai, Junwei Han, Libin Yang
Reinforcement Learning for Relation Classification From Noisy Data PDF
Jun Feng, Minlie Huang, Li Zhao, Yang Yang, Xiaoyan Zhu
Twitter Summarization Based on Social Network and Sparse Reconstruction PDF
Ruifang He, Xingyi Duan
SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction PDF
Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang
Byte-Level Machine Reading Across Morphologically Varied Languages PDF
Tom Kenter, Llion Jones, Daniel Hewlett
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring PDF
Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui
Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis PDF
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
Improving Review Representations With User Attention and Product Attention for Sentiment Classification PDF
Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen
Learning Structured Representation for Text Classification via Reinforcement Learning PDF
Tianyang Zhang, Minlie Huang, Li Zhao

AAAI18 - Planning and Scheduling

totSAT - Totally-Ordered Hierarchical Planning Through SAT PDF
Gregor Behnke, Daniel Höller, Susanne Biundo
A Recursive Algorithm to Generate Balanced Weekend Tournaments PDF
Richard Hoshino
Stackelberg Planning: Towards Effective Leader-Follower State Space Search PDF
Patrick Speicher, Marcel Steinmetz, Michael Backes, Jörg Hoffmann, Robert Künnemann

AAAI18 - Reasoning under Uncertainty

Combining Experts’ Causal Judgments PDF
Dalal Aljareh, Hana Chockler, Joseph Yehuda Halpern
Information Acquisition Under Resource Limitations in a Noisy Environment PDF
Matvey Soloviev, Joseph Y. Halpern

AAAI18 - Robotics

Learning Integrated Holism-Landmark Representations for Long-Term Loop Closure Detection PDF
Fei Han, Hua Wang, Hao Zhang

AAAI18 - Search and Constraint Satisfaction

Exact MAP-Inference by Confining Combinatorial Search With LP Relaxation PDF
Stefan Haller, Paul Swoboda, Bogdan Savchynskyy
Community-Based Trip Sharing for Urban Commuting PDF
Mohd. Hafiz Hasan, Pascal Van Hentenryck, Ceren Budak, Jiayu Chen, Chhavi Chaudhry
Schur Number Five PDF
Marijn J. H. Heule

AAAI18 - Vision

Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection PDF
Chunshui Cao, Yongzhen Huang, Zilei Wang, Liang Wang, Ninglong Xu, Tieniu Tan
Transfer Adversarial Hashing for Hamming Space Retrieval PDF
Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang
Temporal-Difference Learning With Sampling Baseline for Image Captioning PDF
Hui Chen, Guiguang Ding, Sicheng Zhao, Jungong Han
Self-View Grounding Given a Narrated 360° Video PDF
Shih-Han Chou, Yi-Chun Chen, Kuo-Hao Zeng, Hou-Ning Hu, Jianlong Fu, Min Sun
Auto-Balanced Filter Pruning for Efficient Convolutional Neural Networks PDF
Xiaohan Ding, Guiguang Ding, Jungong Han, Sheng Tang
Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map Based Feature Extraction for Human Action Recognition PDF
Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Hao Yang, Zhikang Fu, Lili Zhao
Self-Reinforced Cascaded Regression for Face Alignment PDF
Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo
Residual Encoder Decoder Network and Adaptive Prior for Face Parsing PDF
Tianchu Guo, Youngsung Kim, Hui Zhang, Deheng Qian, ByungIn Yoo, Jingtao Xu, Dongqing Zou, Jae-Joon Han, Changkyu Choi
Zero-Shot Learning With Attribute Selection PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang
Doing the Best We Can With What We Have: Multi-Label Balancing With Selective Learning for Attribute Prediction PDF
Emily M. Hand, Carlos Castillo, Rama Chellappa
CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation PDF
Wangli Hao, Zhaoxiang Zhang, He Guan
Integrating Both Visual and Audio Cues for Enhanced Video Caption PDF
Wangli Hao, Zhaoxiang Zhang, He Guan
Merge or Not? Learning to Group Faces via Imitation Learning PDF
Yue He, Kaidi Cao, Cheng Li, Chen Change Loy
Unsupervised Deep Learning of Mid-Level Video Representation for Action Recognition PDF
Jingyi Hou, Xinxiao Wu, Jin Chen, Jiebo Luo, Yunde Jia
Dual-Reference Face Retrieval PDF
BingZhang Hu, Feng Zheng, Ling Shao
Facial Landmarks Detection by Self-Iterative Regression Based Landmarks-Attention Network PDF
Tao Hu, Honggang Qi, Jizheng Xu, Qingming Huang
Learning Adaptive Hidden Layers for Mobile Gesture Recognition PDF
Ting-Kuei Hu, Yen-Yu Lin, Pi-Cheng Hsiu
Recurrently Aggregating Deep Features for Salient Object Detection PDF
Xiaowei Hu, Lei Zhu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng
SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning PDF
Jingjia Huang, Nannan Li, Tao Zhang, Ge Li, Tiejun Huang, Wen Gao
Multispectral Transfer Network: Unsupervised Depth Estimation for All-Day Vision PDF
Namil Kim, Yukyung Choi, Soonmin Hwang, In So Kweon
Generating Triples With Adversarial Networks for Scene Graph Construction PDF
Matthew Klawonn, Eric Heim
DF2Net: Discriminative Feature Learning and Fusion Network for RGB-D Indoor Scene Classification PDF
Yabei Li, Junge Zhang, Yanhua Cheng, Kaiqi Huang, Tieniu Tan
Deep Semantic Structural Constraints for Zero-Shot Learning PDF
Yan Li, Zhen Jia, Junge Zhang, Kaiqi Huang, Tieniu Tan
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification PDF
Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan
Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation PDF
Si Liu, Yao Sun, Defa Zhu, Guanghui Ren, Yu Chen, Jiashi Feng, Jizhong Han
A Cascaded Inception of Inception Network With Attention Modulated Feature Fusion for Human Pose Estimation PDF
Wentao Liu, Jie Chen, Cheng Li, Chen Qian, Xiao Chu, Xiaolin Hu
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss PDF
Simon Meister, Junhwa Hur, Stefan Roth
Region-Based Quality Estimation Network for Large-Scale Person Re-Identification PDF
Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai
Adversarial Discriminative Heterogeneous Face Recognition PDF
Lingxiao Song, Man Zhang, Xiang Wu, Ran He
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents PDF
Bo Wang, Youjiang Xu, Yahong Han, Richang Hong
Supervised Deep Hashing for Hierarchical Labeled Data PDF
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xian-Ling Mao
FLIC: Fast Linear Iterative Clustering With Active Search PDF
Jiaxing Zhao, Bo Ren, Qibin Hou, Ming-Ming Cheng, Paul Rosin
3D Box Proposals From a Single Monocular Image of an Indoor Scene PDF
Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu

IAAI18 - Deployed

An Automated Employee Timetabling System for Small Businesses PDF
Richard Hoshino, Aaron Slobodin, William Bernoudy

IAAI18 - Emerging

SPOT Poachers in Action: Augmenting Conservation Drones With Automatic Detection in Near Real Time PDF
Elizabeth Bondi, Fei Fang, Mark Hamilton, Debarun Kar, Donnabell Dmello, Jongmoo Choi, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe, Ram Nevatia
Optimal Pricing for Distance-Based Transit Fares PDF
Richard Hoshino, Jeneva Beairsto
A Water Demand Prediction Model for Central Indiana PDF
Setu Shah, Mahmood Hosseini, Zina Ben Miled, Rebecca Shafer, Steve Berube

EAAI18 - Full Papers

Gesturing and Embodiment in Teaching: Investigating the Nonverbal ‎Behavior of Teachers in a Virtual Rehearsal Environment ‎ PDF
Roghayeh Barmaki, Charles Hughes

EAAI18 - Poster Papers

Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures PDF
Alessandro Giusti, David Huber, Luca M. Gambardella

Senior Track

Computational Social Choice and Computational Complexity: BFFs? PDF
Lane A. Hemaspaandra

Doctoral Consortium

Decomposition-Based Solving Approaches for Stochastic Constraint Optimisation PDF
David Hemmi

Student Abstracts

Selecting Proper Multi-Class SVM Training Methods PDF
Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang
Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training PDF
Bowen Cheng, Ding Liu, Zhangyang Wang, Haichao Zhang, Thomas S. Huang
Enhancing RNN Based OCR by Transductive Transfer Learning From Text to Images PDF
Yang He, Jingling Yuan, Lin Li
Bayesian Optimization Meets Search Based Optimization: A Hybrid Approach for Multi-Fidelity Optimization PDF
Ellis Hoag, Janardhan Rao Doppa
Towards Experienced Anomaly Detector Through Reinforcement Learning PDF
Chengqiang Huang, Yulei Wu, Yuan Zuo, Ke Pei, Geyong Min
Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks PDF
Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang
Skyline Computation for Low-Latency Image-Activated Cell Identification PDF
Kenichi Koizumi, Kei Hiraki, Mary Inaba
NuMWVC: A Novel Local Search for Minimum Weighted Vertex Cover Problem PDF
Ruizhi Li, Shaowei Cai, Shuli Hu, Minghao Yin, Jian Gao
Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion PDF
Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang
Solving Generalized Column Subset Selection With Heuristic Search PDF
Swair Shah, Baokun He, Ke Xu, Crystal Maung, Haim Schweitzer
Efficient Support Vector Machine Training Algorithm on GPUs PDF
Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
Dialogue Generation With GAN PDF
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
Exploring Relevance Judgement Inspired by Quantum Weak Measurement PDF
Tianshu Wang, Yuexian Hou, Panpan Wang, Xiaolei Niu
Learning Attention Model From Human for Visuomotor Tasks PDF
Luxin Zhang, Ruohan Zhang, Zhuode Liu, Mary M. Hayhoe, Dana H. Ballard

Demonstrations

Vertical Domain Text Classification: Towards Understanding IT Tickets Using Deep Neural Networks PDF
Jianglei Han, Mohammad Akbari
Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning PDF
Beom-Jin Lee, Jinyoung Choi, Chung-Yeon Lee, Kyung-Wha Park, Sungjun Choi, Cheolho Han, Dong-Sig Han, Christina Baek, Patrick Mokodir Emaase, Byoung-Tak Zhang
BaitBuster: A Clickbait Identification Framework PDF
Md Main Uddin Rony, Naeemul Hassan, Mohammad Yousuf


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