Presentations and Authors


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AAAI18 - Applications

Comparing Population Means Under Local Differential Privacy: With Significance and Power PDF
Bolin Ding, Harsha Nori, Paul Li, Joshua Allen
Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence PDF
Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao
Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation PDF
Zhuo Li, Hongwei Wang, Miao Zhao, Wenjie Li, Minyi Guo
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach PDF
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction PDF
Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang
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
Uplink Communication Efficient Differentially Private Sparse Optimization With Feature-Wise Distributed Data PDF
Jian Lou, Yiu-ming Cheung
On Organizing Online Soirees with Live Multi-Streaming PDF
Chih-Ya Shen, C. P. Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments PDF
Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi
Ranking Users in Social Networks With Higher-Order Structures PDF
Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao

AAAI18 - Artificial Intelligence and the Web

Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization PDF
Chaochao Chen, Ziqi Liu, Peilin Zhao, Jun Zhou, Xiaolong Li
Dual Deep Neural Networks Cross-Modal Hashing PDF
Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie, Xin-Shun Xu
VSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling PDF
Guibing Guo, Songlin Zhai, Fajie Yuan, Yuan Liu, Xingwei Wang
FILE: A Novel Framework for Predicting Social Status in Signed Networks PDF
Xiaoming Li, Hui Fang, Jie 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
Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks PDF
Yang Liu, Yi-Fang Brook Wu
Cross-Lingual Entity Linking for Web Tables PDF
Xusheng Luo, Kangqi Luo, Xianyang Chen, Kenny Q. Zhu
Location-Sensitive User Profiling Using Crowdsourced Labels PDF
Wei Niu, James Caverlee, Haokai Lu
Improved English to Russian Translation by Neural Suffix Prediction PDF
Kai Song, Yue Zhang, Min Zhang, Weihua Luo
Confidence-Aware Matrix Factorization for Recommender Systems PDF
Chao Wang, Qi Liu, Runze Wu, Enhong Chen, Chuanren Liu, Xunpeng Huang, Zhenya Huang
A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data PDF
Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, Man Lan
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
RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding PDF
Zheng Wang, Xiaojun Ye, Chaokun Wang, Yuexin Wu, Changping Wang, Kaiwen Liang
Retrieving and Classifying Affective Images via Deep Metric Learning PDF
Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang
Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai PDF
Yang Yang, Chenhao Tan, Zongtao Liu, Fei Wu, Yueting Zhuang
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
Exploring Implicit Feedback for Open Domain Conversation Generation PDF
Wei-Nan Zhang, Lingzhi Li, Dongyan Cao, Ting Liu
Joint Training for Neural Machine Translation Models with Monolingual Data PDF
Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen
Inferring Emotion from Conversational Voice Data: A Semi-Supervised Multi-Path Generative Neural Network Approach PDF
Suping Zhou, Jia Jia, Qi Wang, Yufei Dong, Yufeng Yin, Kehua Lei

AAAI18 - Cognitive Modeling

A Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy PDF
Weikang Li, Wei Li, Yunfang Wu

AAAI18 - Cognitive Systems

Maximizing Activity in Ising Networks via the TAP Approximation PDF
Christopher W. Lynn, Daniel D. Lee
Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes PDF
Wenjun Ma, Yuncheng Jiang, Weiru Liu, Xudong Luo, Kevin McAreavey
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

Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation PDF
Henning Lange, Mario Berges
Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics PDF
Hongbin Pei, Bo Yang, Jiming Liu, Lei Dong
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design PDF
Zhourui Song, Zhenyu Liu, Dongsheng Wang

AAAI18 - Game Playing and Interactive Entertainment

Asymmetric Action Abstractions for Multi-Unit Control in Adversarial Real-Time Games PDF
Rubens O. Moraes, Levi H. S. Lelis
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
Rank Maximal Equal Contribution: A Probabilistic Social Choice Function PDF
Haris Aziz, Pang Luo, Christine Rizkallah
Multiwinner Elections With Diversity Constraints PDF
Robert Bredereck, Piotr Faliszewski, Ayumi Igarashi, Martin Lackner, Piotr Skowron
A Bayesian Clearing Mechanism for Combinatorial Auctions PDF
Gianluca Brero, Sébastien Lahaie
Effective Heuristics for Committee Scoring Rules PDF
Piotr Faliszewski, Martin Lackner, Dominik Peters, Nimrod Talmon
Facility Location Games With Fractional Preferences PDF
Chi Kit Ken Fong, Minming Li, Pinyan Lu, Taiki Todo, Makoto Yokoo
Policy Learning for Continuous Space Security Games Using Neural Networks PDF
Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe
The Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods PDF
Jing Wu Lian, Nicholas Mattei, Renee Noble, Toby Walsh
Incentivizing High Quality User Contributions: New Arm Generation in Bandit Learning PDF
Yang Liu, Chien-Ju Ho
On the Approximation of Nash Equilibria in Sparse Win-Lose Games PDF
Zhengyang Liu, Ying Sheng
It Takes (Only) Two: Adversarial Generator-Encoder Networks PDF
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky

AAAI18 - Heuristic Search and Optimization

A Two-Stage MaxSAT Reasoning Approach for the Maximum Weight Clique Problem PDF
Hua Jiang, Chu-Min Li, Yanli Liu, Felip Manyà
Revisiting Immediate Duplicate Detection in External Memory Search PDF
Shunji Lin, Alex Fukunaga
Warmstarting of Model-Based Algorithm Configuration PDF
Marius Lindauer, Frank Hutter
On the Time and Space Complexity of Genetic Programming for Evolving Boolean Conjunctions PDF
Andrei Lissovoi, Pietro S. Oliveto
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework PDF
Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo

AAAI18 - Human-AI Collaboration

Interactively Learning a Blend of Goal-Based and Procedural Tasks PDF
Aaron Mininger, John E. Laird
An Interpretable Joint Graphical Model for Fact-Checking From Crowds PDF
An T. Nguyen, Aditya Kharosekar, Matthew Lease, Byron Wallace
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces PDF
Garrett Warnell, Nicholas Waytowich, Vernon Lawhern, Peter Stone

AAAI18 - Human Computation and Crowd Sourcing

Understanding Over Participation in Simple Contests PDF
Priel Levy, David Sarne
Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events PDF
Rui Li, Jared Curhan, Mohammed Ehsan Hoque

AAAI18 - Humans and AI

Towards Imperceptible and Robust Adversarial Example Attacks Against Neural Networks PDF
Bo Luo, Yannan Liu, Lingxiao Wei, Qiang Xu
A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents PDF
Yueh-Hua Wu, Shou-De Lin

AAAI18 - Knowledge Representation and Reasoning

Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension PDF
Liangda Fang, Hai Wan, Xianqiao Liu, Biqing Fang, Zhaorong Lai
Learning Abduction Using Partial Observability PDF
Brendan Juba, Zongyi Li, Evan Miller
In Praise of Belief Bases: Doing Epistemic Logic Without Possible Worlds PDF
Emiliano Lorini
Incorporating GAN for Negative Sampling in Knowledge Representation Learning PDF
Peifeng Wang, Shuangyin Li, Rong Pan

AAAI18 - Machine Learning Applications

Modeling Scientific Influence for Research Trending Topic Prediction PDF
Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun
Adversarial Network Embedding PDF
Quanyu Dai, Qiang Li, Jian Tang, Dan Wang
Collaborative Filtering With User-Item Co-Autoregressive Models PDF
Chao Du, Chongxuan Li, Yin Zheng, Jun Zhu, Bo Zhang
The Shape of Art History in the Eyes of the Machine PDF
Ahmed Elgammal, Bingchen Liu, Diana Kim, Mohamed Elhoseiny, Marian Mazzone
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
DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks PDF
Changhee Lee, William R. Zame, Jinsung Yoon, Mihaela van der Schaar
DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices PDF
Dawei Li, Xiaolong Wang, Deguang Kong
Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification PDF
Kai Li, Zhengming Ding, Sheng Li, Yun Fu
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points PDF
Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi
Multi-Modal Multi-Task Learning for Automatic Dietary Assessment PDF
Qi Liu, Yue Zhang, Zhenguang Liu, Ye Yuan, Li Cheng, Roger Zimmermann
Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs PDF
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Probabilistic Ensemble of Collaborative Filters PDF
Zhiyu Min, Dahua Lin
Compatibility Family Learning for Item Recommendation and Generation PDF
Yong-Siang Shih, Kai-Yueh Chang, Hsuan-Tien Lin, Min Sun
Neural Ideal Point Estimation Network PDF
Kyungwoo Song, Wonsung Lee, Il-Chul Moon
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis PDF
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li
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
Mesh-Based Autoencoders for Localized Deformation Component Analysis PDF
Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia
When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks PDF
Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng
Attention-Based Transactional Context Embedding for Next-Item Recommendation PDF
Shoujin Wang, Liang Hu, Longbing Cao, Xiaoshui Huang, Defu Lian, Wei Liu
Fully Convolutional Network Based Skeletonization for Handwritten Chinese Characters PDF
Tie-Qiang Wang, Cheng-Lin Liu
Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment PDF
Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach PDF
Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong
Learning Generative Neural Networks for 3D Colorization PDF
Zhenpei Yang, Lihang Liu, Qixing Huang
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction PDF
Huaxiu Yao, Fei Wu, Jintao Ke, Xianfeng Tang, Yitian Jia, Siyu Lu, Pinghua Gong, Jieping Ye, Zhenhui Li
Feature Enhancement Network: A Refined Scene Text Detector PDF
Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo
COSINE: Community-Preserving Social Network Embedding From Information Diffusion Cascades PDF
Yuan Zhang, Tianshu Lyu, Yan Zhang
Data Poisoning Attacks on Multi-Task Relationship Learning PDF
Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition PDF
Nenggan Zheng, Jun Wen, Risheng Liu, Liangqu Long, Jianhua Dai, Zhefeng Gong
Parameter-Free Centralized Multi-Task Learning for Characterizing Developmental Sex Differences in Resting State Functional Connectivity PDF
Xiaofeng Zhu, Hongming Li, Yong Fan

AAAI18 - Machine Learning Methods

Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis PDF
Forough Rezaei Boroujeni, Sen Wang, Zhihui Li, Nicholas West, Bela Stantic, Lina Yao, Guodong Long
Unsupervised Domain Adaptation With Distribution Matching Machines PDF
Yue Cao, Mingsheng Long, Jianmin Wang
Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices PDF
Lizhong Ding, Shizhong Liao, Yong Liu, Peng Yang, Xin Gao
Learning From Semi-Supervised Weak-Label Data PDF
Hao-Chen Dong, Yu-Feng Li, Zhi-Hua Zhou
Margin Based PU Learning PDF
Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin
Learning Predictive State Representations From Non-Uniform Sampling PDF
Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup
A General Formulation for Safely Exploiting Weakly Supervised Data PDF
Lan-Zhe Guo, Yu-Feng Li
A Framework for Multistream Regression With Direct Density Ratio Estimation PDF
Ahsanul Haque, Hemeng Tao, Swarup Chandra, Jie Liu, Latifur Khan
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
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
Accelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization PDF
Zhouyuan Huo, Bin Gu, Ji Liu, Heng Huang
Label Distribution Learning by Exploiting Label Correlations PDF
Xiuyi Jia, Weiwei Li, Junyu Liu, Yu Zhang
Metric-Based Auto-Instructor for Learning Mixed Data Representation PDF
Songlei Jian, Liang Hu, Longbing Cao, Kai Lu
Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination PDF
Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
Asymmetric Deep Supervised Hashing PDF
Qing-Yuan Jiang, Wu-Jun Li
gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items PDF
Yeon-Chang Lee, Sang-Wook Kim, Dongwon Lee
On Value Function Representation of Long Horizon Problems PDF
Lucas Lehnert, Romain Laroche, Harm van Seijen
Extremely Low Bit Neural Network: Squeeze the Last Bit Out With ADMM PDF
Cong Leng, Zesheng Dou, Hao Li, Shenghuo Zhu, Rong Jin
Deterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces PDF
Daniel Levy, Stefano Ermon
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition PDF
Chaolong Li, Zhen Cui, Wenming Zheng, Chunyan Xu, Jian Yang
Learning to Generalize: Meta-Learning for Domain Generalization PDF
Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales
A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification PDF
Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang, David Zhang
Predictive Coding Machine for Compressed Sensing and Image Denoising PDF
Jun Li, Hongfu Liu, Yun Fu
Unsupervised Personalized Feature Selection PDF
Jundong Li, Liang Wu, Harsh Dani, Huan Liu
Latent Discriminant Subspace Representations for Multi-View Outlier Detection PDF
Kai Li, Sheng Li, Zhengming Ding, Weidong Zhang, Yun Fu
Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions PDF
Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin
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
Online Clustering of Contextual Cascading Bandits PDF
Shuai Li, Shengyu Zhang
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning PDF
Siyuan Li, Chongjie Zhang
Statistical Inference Using SGD PDF
Tianyang Li, Liu Liu, Anastasios Kyrillidis, Constantine Caramanis
Domain Generalization via Conditional Invariant Representations PDF
Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao
Learning With Incomplete Labels PDF
Yingming Li, Zenglin Xu, Zhongfei Zhang
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach PDF
Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang
Robust Formulation for PCA: Avoiding Mean Calculation With L2,p-norm Maximization PDF
Shuangli Liao, Jin Li, Yang Liu, Quanxue Gao, Xinbo Gao
CoDiNMF: Co-Clustering of Directed Graphs via NMF PDF
Woosang Lim, Rundong Du, Haesun Park
Transferable Contextual Bandit for Cross-Domain Recommendation PDF
Bo Liu, Ying Wei, Yu Zhang, Zhixian Yan, Qiang Yang
Riemannian Stein Variational Gradient Descent for Bayesian Inference PDF
Chang Liu, Jun Zhu
Dual Set Multi-Label Learning PDF
Chong Liu, Peng Zhao, Sheng-Jun Huang, Yuan Jiang, Zhi-Hua Zhou
Information Directed Sampling for Stochastic Bandits With Graph Feedback PDF
Fang Liu, Swapna Buccapatnam, Ness Shroff
A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem PDF
Fang Liu, Joohyun Lee, Ness Shroff
Nonlinear Pairwise Layer and Its Training for Kernel Learning PDF
Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Li Li
A Batch Learning Framework for Scalable Personalized Ranking PDF
Kuan Liu, Prem Natarajan
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-Offs by Selective Execution PDF
Lanlan Liu, Jia Deng
Doubly Approximate Nearest Neighbor Classification PDF
Weiwei Liu, Zhuanghua Liu, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin
Euler Sparse Representation for Image Classification PDF
Yang Liu, Quanxue Gao, Jungong Han, Shujian Wang
Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks PDF
Zuozhu Liu, Tony Q. S. Quek, Shaowei Lin
A Parallelizable Acceleration Framework for Packing Linear Programs PDF
Palma London, Shai Vardi, Adam Wierman, Hanling Yi
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis PDF
Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
Matrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning PDF
Lei Luo, Heng Huang
Consistent and Specific Multi-View Subspace Clustering PDF
Shirui Luo, Changqing Zhang, Wei Zhang, Xiaochun Cao
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size PDF
Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao
Exploiting Emotion on Reviews for Recommender Systems PDF
Xuying Meng, Suhang Wang, Huan Liu, Yujun Zhang
Personalized Privacy-Preserving Social Recommendation PDF
Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang
Proper Loss Functions for Nonlinear Hawkes Processes PDF
Aditya Krishna Menon, Young Lee
Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception PDF
Ruofei Ouyang, Kian Hsiang Low
Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data PDF
Guansong Pang, Longbing Cao, Ling Chen, Defu Lian, Huan Liu
Quantized Memory-Augmented Neural Networks PDF
Seongsik Park, Seijoon Kim, Seil Lee, Ho Bae, Sungroh Yoon
Multi-Adversarial Domain Adaptation PDF
Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training PDF
Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser Nam Lim
Compact Multi-Label Learning PDF
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
Reliable Multi-View Clustering PDF
Hong Tao, Chenping Hou, Xinwang Liu, Tongliang Liu, Dongyun Yi, Jubo Zhu
On Multi-Relational Link Prediction With Bilinear Models PDF
Yanjie Wang, Rainer Gemulla, Hui Li
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework PDF
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
On the ERM Principle With Networked Data PDF
Yuanhong Wang, Yuyi Wang, Xingwu Liu, Juhua Pu
Decoupled Convolutions for CNNs PDF
Guotian Xie, Ting Zhang, Kuiyuan Yang, Jianhuang Lai, Jingdong Wang
Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching PDF
Jianwen Xie, Yang Lu, Ruiqi Gao, Ying Nian Wu
Semi-Supervised AUC Optimization Without Guessing Labels of Unlabeled Data PDF
Zheng Xie, Ming Li
Deep Neural Network Compression With Single and Multiple Level Quantization PDF
Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong
Dictionary Learning in Optimal Metric Space PDF
Jiexi Yan, Cheng Deng, Xianglong Liu
Automatic Model Selection in Subspace Clustering via Triplet Relationships PDF
Jufeng Yang, Jie Liang, Kai Wang, Yong-Liang Yang, Ming-Ming Cheng
New l2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering PDF
Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie
Tau-FPL: Tolerance-Constrained Learning in Linear Time PDF
Ao Zhang, Nan Li, Jian Pu, Jun Wang, Junchi Yan, Hongyuan Zha
Latent Semantic Aware Multi-View Multi-Label Classification PDF
Changqing Zhang, Ziwei Yu, Qinghua Hu, Pengfei Zhu, Xinwang Liu, Xiaobo Wang
ROAR: Robust Label Ranking for Social Emotion Mining PDF
Jason (Jiasheng) Zhang, Dongwon Lee
Label Distribution Learning by Exploiting Sample Correlations Locally PDF
Xiang Zheng, Xiuyi Jia, Weiwei Li
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation PDF
Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao
SC2Net: Sparse LSTMs for Sparse Coding PDF
Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh
Weighted Multi-View Spectral Clustering Based on Spectral Perturbation PDF
Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

AAAI18 - Multiagent Systems

Knowledge, Fairness, and Social Constraints PDF
Haris Aziz, Sylvain Bouveret, Ioannis Caragiannis, Ira Giagkousi, Jérôme Lang
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration PDF
Shun Miao, Sebastien Piat, Peter Fischer, Ahmet Tuysuzoglu, Philip Mewes, Tommaso Mansi, Rui Liao

AAAI18 - NLP and Knowledge Representation

Faithful to the Original: Fact Aware Neural Abstractive Summarization PDF
Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li
Learning Sentiment-Specific Word Embedding via Global Sentiment Representation PDF
Peng Fu, Zheng Lin, Fengcheng Yuan, Weiping Wang, Dan Meng
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
FEEL: Featured Event Embedding Learning PDF
I-Ta Lee, Dan Goldwasser
Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution PDF
Wenqiang Lei, Yuanxin Xiang, Yuwei Wang, Qian Zhong, Meichun Liu, Min-Yen Kan
Actionable Email Intent Modeling With Reparametrized RNNs PDF
Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Patrick Pantel
Event Detection via Gated Multilingual Attention Mechanism PDF
Jian Liu, Yubo Chen, Kang Liu, Jun Zhao
Improving Sequence-to-Sequence Constituency Parsing PDF
Lemao Liu, Muhua Zhu, Shuming Shi
Table-to-Text Generation by Structure-Aware Seq2seq Learning PDF
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui
Translating Pro-Drop Languages With Reconstruction Models PDF
Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence PDF
Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin

AAAI18 - NLP and Machine Learning

Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations PDF
Mikel Artetxe, Gorka Labaka, Eneko Agirre
Table-to-Text: Describing Table Region With Natural Language PDF
Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information PDF
Shaosheng Cao, Wei Lu, Jun Zhou, Xiaolong Li
Meta Multi-Task Learning for Sequence Modeling PDF
Junkun Chen, Xipeng Qiu, Pengfei Liu, Xuanjing Huang
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game PDF
Yun Chen, Yang Liu, Victor O.K. Li
Learning to Compose Task-Specific Tree Structures PDF
Jihun Choi, Kang Min Yoo, Sang-goo Lee
Neural Machine Translation with Gumbel-Greedy Decoding PDF
Jiatao Gu, Daniel Jiwoong Im, Victor O.K. Li
Search Engine Guided Neural Machine Translation PDF
Jiatao Gu, Yong Wang, Kyunghyun Cho, Victor O.K. Li
Long Text Generation via Adversarial Training with Leaked Information PDF
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
Neural Character-level Dependency Parsing for Chinese PDF
Haonan Li, Zhisong Zhang, Yuqi Ju, Hai Zhao
Conversational Model Adaptation via KL Divergence Regularization PDF
Juncen Li, Ping Luo, Fen Lin, Bo Chen
Slim Embedding Layers for Recurrent Neural Language Models PDF
Zhongliang Li, Raymond Kulhanek, Shaojun Wang, Yunxin Zhao, Shuang Wu
Automatic Generation of Text Descriptive Comments for Code Blocks PDF
Yuding Liang, Kenny Qili Zhu
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems PDF
Zachary Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models PDF
Bing Liu, Tong Yu, Ian Lane, Ole J. Mengshoel
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
Improved Text Matching by Enhancing Mutual Information PDF
Yang Liu, Wenge Rong, Zhang Xiong
Improving Language Modelling with Noise Contrastive Estimation PDF
Farhana Ferdousi Liza, Marek Grzes
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks PDF
Lajanugen Logeswaran, Honglak Lee, Dragomir Radev
Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach PDF
Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura
CoChat: Enabling Bot and Human Collaboration for Task Completion PDF
Xufang Luo, Zijia Lin, Yunhong Wang, Zaiqing Nie
Personalizing a Dialogue System With Transfer Reinforcement Learning PDF
Kaixiang Mo, Yu Zhang, Shuangyin Li, Jiajun Li, Qiang Yang
Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing PDF
Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng
Order-Planning Neural Text Generation From Structured Data PDF
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding PDF
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
Variational Recurrent Neural Machine Translation PDF
Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang
Learning Latent Opinions for Aspect-level Sentiment Classification PDF
Bailin Wang, Wei Lu
Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization PDF
Yijun Wang, Yingce Xia, Li Zhao, Jiang Bian, Tao Qin, Guiquan Liu, Tie-Yan Liu
A Neural Transition-Based Approach for Semantic Dependency Graph Parsing PDF
Yuxuan Wang, Wanxiang Che, Jiang Guo, Ting Liu
Word Attention for Sequence to Sequence Text Understanding PDF
Lijun Wu, Fei Tian, Li Zhao, Jianhuang Lai, Tie-Yan Liu
Knowledge Enhanced Hybrid Neural Network for Text Matching PDF
Yu Wu, Wei Wu, Can Xu, Zhoujun Li
Neural Response Generation With Dynamic Vocabularies PDF
Yu Wu, Wei Wu, Dejian Yang, Can Xu, Zhoujun Li
Memory Fusion Network for Multi-view Sequential Learning PDF
Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
Multi-attention Recurrent Network for Human Communication Comprehension PDF
Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention PDF
Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun
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
Neural Networks Incorporating Dictionaries for Chinese Word Segmentation PDF
Qi Zhang, Xiaoyu Liu, Jinlan Fu
Addressee and Response Selection in Multi-Party Conversations With Speaker Interaction RNNs PDF
Rui Zhang, Honglak Lee, Lazaros Polymenakos, Dragomir Radev
Asynchronous Bidirectional Decoding for Neural Machine Translation PDF
Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang
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
RNN-Based Sequence-Preserved Attention for Dependency Parsing PDF
Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng

AAAI18 - NLP and Text Mining

SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction PDF
Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang
Training and Evaluating Improved Dependency-Based Word Embeddings PDF
Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin
Inference on Syntactic and Semantic Structures for Machine Comprehension PDF
Chenrui Li, Yuanbin Wu, Man Lan
Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification PDF
Zheng Li, Ying Wei, Yu Zhang, Qiang Yang
Dynamic User Profiling for Streams of Short Texts PDF
Shangsong Liang
Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network PDF
Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi
Argument Mining for Improving the Automated Scoring of Persuasive Essays PDF
Huy V. Nguyen, Diane J. Litman
Mention and Entity Description Co-Attention for Entity Disambiguation PDF
Feng Nie, Yunbo Cao, Jinpeng Wang, Chin-Yew Lin, Rong Pan
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension PDF
Chuanqi Tan, Furu Wei, Nan Yang, Bowen Du, Weifeng Lv, Ming Zhou
Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics PDF
Shaonan Wang, Jiajun Zhang, Nan Lin, Chengqing Zong
Improving Neural Fine-Grained Entity Typing With Knowledge Attention PDF
Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun
Assertion-Based QA With Question-Aware Open Information Extraction PDF
Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Zhou, Zhoujun Li
Hierarchical Attention Flow for Multiple-Choice Reading Comprehension PDF
Haichao Zhu, Furu Wei, Bing Qin, Ting Liu

AAAI18 - Planning and Scheduling

Resource-Constrained Scheduling for Maritime Traffic Management PDF
Lucas Agussurja, Akshat Kumar, Hoong Chuin Lau
Synthesis of Orchestrations of Transducers for Manufacturing PDF
Giuseppe De Giacomo, Moshe Y. Vardi, Paolo Felli, Natasha Alechina, Brian Logan
Multiagent Simple Temporal Problem: The Arc-Consistency Approach PDF
Shufeng Kong, Jae Hee Lee, Sanjiang Li

AAAI18 - Reasoning under Uncertainty

Anytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP PDF
Qi Lou, Rina Dechter, Alexander Ihler
A Neural Stochastic Volatility Model PDF
Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang

AAAI18 - Robotics

IONet: Learning to Cure the Curse of Drift in Inertial Odometry PDF
Changhao Chen, Xiaoxuan Lu, Andrew Markham, Niki Trigoni
Guiding Search in Continuous State-Action Spaces by Learning an Action Sampler From Off-Target Search Experience PDF
Beomjoon Kim, Leslie Pack Kaelbling, Tomás Lozano-Pérez

AAAI18 - Search and Constraint Satisfaction

Enhancing Constraint-Based Multi-Objective Combinatorial Optimization PDF
Miguel Terra-Neves, Inês Lynce, Vasco Manquinho

AAAI18 - Vision

Asymmetric Joint Learning for Heterogeneous Face Recognition PDF
Bing Cao, Nannan Wang, Xinbo Gao, Jie Li
Transfer Adversarial Hashing for Hamming Space Retrieval PDF
Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang
Learning a Wavelet-Like Auto-Encoder to Accelerate Deep Neural Networks PDF
Tianshui Chen, Liang Lin, Wangmeng Zuo, Xiaonan Luo, Lei Zhang
Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition PDF
Tianshui Chen, Zhouxia Wang, Guanbin Li, Liang Lin
PixelLink: Detecting Scene Text via Instance Segmentation PDF
Dan Deng, Haifeng Liu, Xuelong Li, Deng Cai
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
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation PDF
Hao-Shu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu
Hierarchical LSTM for Sign Language Translation PDF
Dan Guo, Wengang Zhou, Houqiang Li, Meng Wang
Learning Coarse-to-Fine Structured Feature Embedding for Vehicle Re-Identification PDF
Haiyun Guo, Chaoyang Zhao, Zhiwei Liu, Jinqiao Wang, Hanqing Lu
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
Learning Adaptive Hidden Layers for Mobile Gesture Recognition PDF
Ting-Kuei Hu, Yen-Yu Lin, Pi-Cheng Hsiu
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
Learning to Guide Decoding for Image Captioning PDF
Wenhao Jiang, Lin Ma, Xinpeng Chen, Hanwang Zhang, Wei Liu
Co-Domain Embedding Using Deep Quadruplet Networks for Unseen Traffic Sign Recognition PDF
Junsik Kim, Seokju Lee, Tae-Hyun Oh, In So Kweon
Robust Collaborative Discriminative Learning for RGB-Infrared Tracking PDF
Xiangyuan Lan, Mang Ye, Shengping Zhang, Pong C. Yuen
End-to-End United Video Dehazing and Detection PDF
Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, Dan Feng
Weakly Supervised Salient Object Detection Using Image Labels PDF
Guanbin Li, Yuan Xie, Liang Lin
Brute-Force Facial Landmark Analysis With a 140,000-Way Classifier PDF
Mengtian Li, Laszlo Jeni, Deva Ramanan
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
Video Generation From Text PDF
Yitong Li, Martin Renqiang Min, Dinghan Shen, David Carlson, Lawrence Carin
R-FCN++: Towards Accurate Region-Based Fully Convolutional Networks for Object Detection PDF
Zeming Li, Yilun Chen, Gang Yu, Yangdong Deng
Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification PDF
Zhihui Li, Lina Yao, Feiping Nie, Dingwen Zhang, Min Xu
Cross-View Person Identification by Matching Human Poses Estimated With Confidence on Each Body Joint PDF
Guoqiang Liang, Xuguang Lan, Kang Zheng, Song Wang, Nanning Zheng
Visual Relationship Detection With Deep Structural Ranking PDF
Kongming Liang, Yuhong Guo, Hong Chang, Xilin Chen
Tracking Occluded Objects and Recovering Incomplete Trajectories by Reasoning About Containment Relations and Human Actions PDF
Wei Liang, Yixin Zhu, Song-Chun Zhu
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction PDF
Chen-Hsuan Lin, Chen Kong, Simon Lucey
Multi-Scale Face Restoration With Sequential Gating Ensemble Network PDF
Jianxin Lin, Tiankuang Zhou, Zhibo Chen
Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion PDF
Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition PDF
Kun Liu, Wu Liu, Chuang Gan, Mingkui Tan, Huadong Ma
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
Char-Net: A Character-Aware Neural Network for Distorted Scene Text Recognition PDF
Wei Liu, Chaofeng Chen, Kwan-Yee K. Wong
Semi-Supervised Bayesian Attribute Learning for Person Re-Identification PDF
Wenhe Liu, Xiaojun Chang, Ling Chen, Yi Yang
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
Dictionary Learning Inspired Deep Network for Scene Recognition PDF
Yang Liu, Qingchao Chen, Wei Chen, Ian Wassell
PoseHD: Boosting Human Detectors Using Human Pose Information PDF
Zhijian Liu, Bowen Pan, Yuliang Xiu, Cewu Lu
SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network PDF
Zichuan Liu, Yixing Li, Fengbo Ren, Wang Ling Goh, Hao Yu
Multimodal Keyless Attention Fusion for Video Classification PDF
Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen
Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes PDF
Yang Long, Li Liu, Yuming Shen, Ling Shao
Co-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering PDF
Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, Xiaogang Wang
Unsupervised Articulated Skeleton Extraction From Point Set Sequences Captured by a Single Depth Camera PDF
Xuequan Lu, Honghua Chen, Sai-Kit Yeung, Zhigang Deng, Wenzhi Chen
Curve-Structure Segmentation From Depth Maps: A CNN-Based Approach and Its Application to Exploring Cultural Heritage Objects PDF
Yuhang Lu, Jun Zhou, Jing Wang, Jun Chen, Karen Smith, Colin Wilder, Song Wang
Multi-Channel Pyramid Person Matching Network for Person Re-Identification PDF
Chaojie Mao, Yingming Li, Yaqing Zhang, Zhongfei Zhang, Xi Li
Spatial as Deep: Spatial CNN for Traffic Scene Understanding PDF
Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang
Region-Based Quality Estimation Network for Large-Scale Person Re-Identification PDF
Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai
Learning Binary Residual Representations for Domain-Specific Video Streaming PDF
Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz
Diverse Beam Search for Improved Description of Complex Scenes PDF
Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra
Supervised Deep Hashing for Hierarchical Labeled Data PDF
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xian-Ling Mao
Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training PDF
Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition PDF
Pichao Wang, Wanqing Li, Jun Wan, Philip Ogunbona, Xinwang Liu
Transferable Semi-Supervised Semantic Segmentation PDF
Huaxin Xiao, Yunchao Wei, Yu Liu, Maojun Zhang, Jiashi Feng
Emphasizing 3D Properties in Recurrent Multi-View Aggregation for 3D Shape Retrieval PDF
Cheng Xu, Biao Leng, Cheng Zhang, Xiaochen Zhou
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition PDF
Sijie Yan, Yuanjun Xiong, Dahua Lin
Multi-Scale Bidirectional FCN for Object Skeleton Extraction PDF
Fan Yang, Xin Li, Hong Cheng, Yuxiao Guo, Leiting Chen, Jianping Li
Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues PDF
Jufeng Yang, Yan Sun, Jie Liang, Yong-Liang Yang, Ming-Ming Cheng
Exploring Temporal Preservation Networks for Precise Temporal Action Localization PDF
Ke Yang, Peng Qiao, Dongsheng Li, Shaohe Lv, Yong Dou
Towards Perceptual Image Dehazing by Physics-Based Disentanglement and Adversarial Training PDF
Xitong Yang, Zheng Xu, Jiebo Luo
Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification PDF
Mang Ye, Xiangyuan Lan, Jiawei Li, Pong C. Yuen
A Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video PDF
Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation PDF
Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, Chen Change Loy
Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement PDF
Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu
Face Sketch Synthesis From Coarse to Fine PDF
Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao
Accelerated Training for Massive Classification via Dynamic Class Selection PDF
Xingcheng Zhang, Lei Yang, Junjie Yan, Dahua Lin
Graph Correspondence Transfer for Person Re-Identification PDF
Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling
3D Box Proposals From a Single Monocular Image of an Indoor Scene PDF
Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu

IAAI18 - Deployed

Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization PDF
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba
SmartHS: An AI Platform for Improving Government Service Provision PDF
Yongqing Zheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung, Qiang Yang

IAAI18 - Emerging

Bandit-Based Solar Panel Control PDF
David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman
CRM Sales Prediction Using Continuous Time-Evolving Classification PDF
Mohamoud Ali, Yugyung Lee
Discovering Program Topoi Through Clustering PDF
Carlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib Lazaar
Upping the Game of Taxi Driving in the Age of Uber PDF
Shashi Shekhar Jha, Shih-Fen Cheng, Meghna Lowalekar, Nicholas Wong, Rishikeshan Rajendram, Trong Khiem Tran, Pradeep Varakantham, Nghia Truong Trong, Firmansyah Bin Abd Rahman
Investigating the Role of Ensemble Learning in High-Value Wine Identification PDF
Luigi Portinale, Monica Locatelli
Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media PDF
Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Curtis
Aida: Intelligent Image Analysis to Automatically Detect Poems in Digital Archives of Historic Newspapers PDF
Leen-Kiat Soh, Elizabeth Lorang, Yi Liu
DarkEmbed: Exploit Prediction With Neural Language Models PDF
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature PDF
Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza
Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas PDF
Kiri L. Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, Jordan Padams

EAAI18 - Full Papers

Investigating Active Learning for Concept Prerequisite Learning PDF
Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles
Diagnosing University Student Subject Proficiency and Predicting Degree Completion in Vector Space PDF
Yuetian Luo, Zachary A. Pardos

EAAI18 - Poster Papers

Introducing AI to Undergraduate Students via Computer Vision Projects PDF
Kaiman Zeng, Yancheng Li, Yida Xu, Di Wu, Nansong Wu

Senior Track

Learning Fast and Slow: Levels of Learning in General Autonomous Intelligent Agents PDF
John E. Laird, Shiwali Mohan

Doctoral Consortium

Probabilistic Planning With Influence Diagrams PDF
Junkyu Lee
Guaranteed Plans for Multi-Robot Systems via Optimization Modulo Theories PDF
Francesco Leofante
Sequential Decision Making in Artificial Musical Intelligence PDF
Elad Liebman
Building More Explainable Artificial Intelligence With Argumentation PDF
Zhiwei Zeng, Chunyan Miao, Cyril Leung, Jing Jih Chin

Student Abstracts

Conditional Linear Regression PDF
Diego Calderon, Brendan Juba, Zongyi Li, Lisa Ruan
FR-ANet: A Face Recognition Guided Facial Attribute Classification Network PDF
Jiajiong Cao, Yingming Li, Xi Li, Zhongfei Zhang
Negative-Aware Influence Maximization on Social Networks PDF
Yipeng Chen, Hongyan Li, Qiang Qu
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
Deep Modeling of Social Relations for Recommendation PDF
Wenqi Fan, Qing Li, Min Cheng
Enhancing RNN Based OCR by Transductive Transfer Learning From Text to Images PDF
Yang He, Jingling Yuan, Lin Li
Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks PDF
Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang
Contextual Collaborative Filtering for Student Response Prediction in Mixed-Format Tests PDF
Shumin Jing, Sheng Li
Learning Abduction Under Partial Observability PDF
Brendan Juba, Zongyi Li, Evan Miller
Sentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification PDF
Zeyang Lei, Yujiu Yang, Min Yang
NuMWVC: A Novel Local Search for Minimum Weighted Vertex Cover Problem PDF
Ruizhi Li, Shaowei Cai, Shuli Hu, Minghao Yin, Jian Gao
Generative Adversarial Network for Abstractive Text Summarization PDF
Linqing Liu, Yao Lu, Min Yang, Qiang Qu, Jia Zhu, Hongyan Li
A Novel Embedding Method for News Diffusion Prediction PDF
Ruoran Liu, Qiudan Li, Can Wang, Lei Wang, Daniel Dajun Zeng
Imitation Upper Confidence Bound for Bandits on a Graph PDF
Andrei Lupu, Doina Precup
Rating Super-Resolution Microscopy Images With Deep Learning PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Dialogue Generation With GAN PDF
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
Deep Embedding for Determining the Number of Clusters PDF
Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin
Fast Approximate Nearest Neighbor Search via k-Diverse Nearest Neighbor Graph PDF
Yan Xiao, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
Path-Based Attention Neural Model for Fine-Grained Entity Typing PDF
Denghui Zhang, Manling Li, Pengshan Cai, Yantao Jia, Yuanzhuo Wang
Learning Attention Model From Human for Visuomotor Tasks PDF
Luxin Zhang, Ruohan Zhang, Zhuode Liu, Mary M. Hayhoe, Dana H. Ballard
Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm PDF
Yikun Zhang, Jiming Liu, Yang Liu
Variance Reduced K-Means Clustering PDF
Yawei Zhao, Yuewei Ming, Xinwang Liu, En Zhu, Jianping Yin
Joint Learning of Evolving Links for Dynamic Network Embedding PDF
Aakas Zhiyuli, Xun Liang, YanFang Chen, Peng Shu, Xiaoping Zhou
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification PDF
Zilong Zhong, Jonathan Li

Demonstrations

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


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