Presentations and Authors


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AAAI18 - Applications

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction PDF
Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang
When Social Advertising Meets Viral Marketing: Sequencing Social Advertisements for Influence Maximization PDF
Shaojie Tang
Synthesis of Programs from Multimodal Datasets PDF
Shantanu Thakoor, Simoni Shah, Ganesh Ramakrishnan, Amitabha Sanyal

AAAI18 - Artificial Intelligence and the Web

Structural Deep Embedding for Hyper-Networks PDF
Ke Tu, Peng Cui, Xiao Wang, Fei Wang, Wenwu Zhu
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
Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai PDF
Yang Yang, Chenhao Tan, Zongtao Liu, Fei Wu, Yueting Zhuang
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words PDF
Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang

AAAI18 - Cognitive Systems

Style Transfer in Text: Exploration and Evaluation PDF
Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems PDF
Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan

AAAI18 - Computational Sustainability and AI

Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder PDF
Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes
Preventing Infectious Disease in Dynamic Populations Under Uncertainty PDF
Bryan Wilder, Sze-Chuan Suen, Milind Tambe

AAAI18 - Game Playing and Interactive Entertainment

Minesweeper with Limited Moves PDF
Serge Gaspers, Stefan Rümmele, Abdallah Saffidine, Kevin Tran

AAAI18 - Game Theory and Economic Paradigms

Reinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce PDF
Qingpeng Cai, Aris Filos-Ratsikas, Pingzhong Tang, Yiwei Zhang
Effective Heuristics for Committee Scoring Rules PDF
Piotr Faliszewski, Martin Lackner, Dominik Peters, Nimrod Talmon
On Social Envy-Freeness in Multi-Unit Markets PDF
Michele Flammini, Manuel Mauro, Matteo Tonelli
Facility Location Games With Fractional Preferences PDF
Chi Kit Ken Fong, Minming Li, Pinyan Lu, Taiki Todo, Makoto Yokoo
The Complexity of Bribery in Network-Based Rating Systems PDF
Umberto Grandi, James Stewart, Paolo Turrini
Committee Selection with Intraclass and Interclass Synergies PDF
Rani Izsak, Nimrod Talmon, Gerhard J. Woeginger
Policy Learning for Continuous Space Security Games Using Neural Networks PDF
Nitin Kamra, Umang Gupta, Fei Fang, Yan Liu, Milind Tambe
Coalition Manipulation of Gale-Shapley Algorithm PDF
Weiran Shen, Pingzhong Tang, Yuan Deng
Non-Exploitable Protocols for Repeated Cake Cutting PDF
Omer Tamuz, Shai Vardi, Juba Ziani
Modelling Iterative Judgment Aggregation PDF
Zoi Terzopoulou, Ulle Endriss
Rich Coalitional Resource Games PDF
Nicolas Troquard
Strategic Coordination of Human Patrollers and Mobile Sensors With Signaling for Security Games PDF
Haifeng Xu, Kai Wang, Phebe Vayanos, Milind Tambe

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
On Multiset Selection With Size Constraints PDF
Chao Qian, Yibo Zhang, Ke Tang, Xin Yao
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo PDF
Topi Talvitie, Kustaa Kangas, Teppo Niinimäki, Mikko Koivisto

AAAI18 - Human Computation and Crowd Sourcing

AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling PDF
Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima

AAAI18 - Humans and AI

Coupled Deep Learning for Heterogeneous Face Recognition PDF
Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan

AAAI18 - Knowledge Representation and Reasoning

How Many Properties Do We Need for Gradual Argumentation? PDF
Pietro Baroni, Antonio Rago, Francesca Toni
Goal-Driven Query Answering for Existential Rules With Equality PDF
Michael Benedikt, Boris Motik, Efthymia Tsamoura
Maximum A Posteriori Inference in Sum-Product Networks PDF
Jun Mei, Yong Jiang, Kewei Tu
A Framework and Positive Results for IAR-answering PDF
Despoina Trivela, Giorgos Stoilos, Vasilis Vassalos
Repairing Ontologies via Axiom Weakening PDF
Nicolas Troquard, Roberto Confalonieri, Pietro Galliani, Rafael Peñaloza, Daniele Porello, Oliver Kutz
Measuring Strong Inconsistency PDF
Markus Ulbricht, Matthias Thimm, Gerhard Brewka

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
Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations PDF
Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin
Adversarial Network Embedding PDF
Quanyu Dai, Qiang Li, Jian Tang, Dan Wang
Multi-Step Time Series Generator for Molecular Dynamics PDF
Katsuhiro Endo, Katsufumi Tomobe, Kenji Yasuoka
Learning User Preferences to Incentivize Exploration in the Sharing Economy PDF
Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause
Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning PDF
Hao-Cheng Kao, Kai-Fu Tang, Edward Y. Chang
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns PDF
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli
Sequence-to-Sequence Learning via Shared Latent Representation PDF
Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao
Mesh-Based Autoencoders for Localized Deformation Component Analysis PDF
Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia
Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing PDF
Wesley Tansey, Jesse Thomason, James G. Scott
Differential Performance Debugging With Discriminant Regression Trees PDF
Saeid Tizpaz-Niari, Pavol Cerny, Bor-Yuh Evan Chang, Ashutosh Trivedi
Adversarial Zero-shot Learning With Semantic Augmentation PDF
Bin Tong, Martin Klinkigt, Junwen Chen, Xiankun Cui, Quan Kong, Tomokazu Murakami, Yoshiyuki Kobayashi
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

AAAI18 - Machine Learning Methods

Safe Reinforcement Learning via Shielding PDF
Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
Decomposition Strategies for Constructive Preference Elicitation PDF
Paolo Dragone, Stefano Teso, Mohit Kumar, Andrea Passerini
Constructive Preference Elicitation Over Hybrid Combinatorial Spaces PDF
Paolo Dragone, Stefano Teso, Andrea Passerini
Double Forward Propagation for Memorized Batch Normalization PDF
Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan
A Framework for Multistream Regression With Direct Density Ratio Estimation PDF
Ahsanul Haque, Hemeng Tao, Swarup Chandra, Jie Liu, Latifur Khan
Reinforced Multi-Label Image Classification by Exploring Curriculum PDF
Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao
Feature Engineering for Predictive Modeling Using Reinforcement Learning PDF
Udayan Khurana, Horst Samulowitz, Deepak Turaga
Domain Generalization via Conditional Invariant Representations PDF
Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao
Doubly Approximate Nearest Neighbor Classification PDF
Weiwei Liu, Zhuanghua Liu, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin
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
On Data-Dependent Random Features for Improved Generalization in Supervised Learning PDF
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
Compact Multi-Label Learning PDF
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models PDF
Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias
Leaf-Smoothed Hierarchical Softmax for Ordinal Prediction PDF
Wesley Tansey, Karl Pichotta, James G. Scott
Reliable Multi-View Clustering PDF
Hong Tao, Chenping Hou, Xinwang Liu, Tongliang Liu, Dongyun Yi, Jubo Zhu
Action Branching Architectures for Deep Reinforcement Learning PDF
Arash Tavakoli, Fabio Pardo, Petar Kormushev
Detecting Adversarial Examples Through Image Transformation PDF
Shixin Tian, Guolei Yang, Ying Cai
Selective Verification Strategy for Learning From Crowds PDF
Tian Tian, Yichi Zhou, Jun Zhu
Fourier Feature Approximations for Periodic Kernels in Time-Series Modelling PDF
Anthony Tompkins, Fabio Ramos
Bayesian Functional Optimization PDF
Ngo Anh Vien, Heiko Zimmermann, Marc Toussaint
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
Adversarial Learning of Portable Student Networks PDF
Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding PDF
You-Lu Xing, Fu-Rao Shen, Jin-Xi Zhao, Jing-Xin Pan, Ah-Hwee Tan
Learning With Single-Teacher Multi-Student PDF
Shan You, Chang Xu, Chao Xu, Dacheng Tao
Budget-Constrained Multi-Armed Bandits With Multiple Plays PDF
Datong P. Zhou, Claire J. Tomlin
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

AAAI18 - Multiagent Systems

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
Strategic Coalitions With Perfect Recall PDF
Pavel Naumov, Jia Tao
Multiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It PDF
Davide Tateo, Jacopo Banfi, Alessandro Riva, Francesco Amigoni, Andrea Bonarini
Maximizing Influence in an Unknown Social Network PDF
Bryan Wilder, Nicole Immorlica, Eric Rice, Milind Tambe

AAAI18 - NLP and Knowledge Representation

Effective Broad-Coverage Deep Parsing PDF
James F. Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng
Never Retreat, Never Retract: Argumentation Analysis for Political Speeches PDF
Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata
Deep Semantic Role Labeling With Self-Attention PDF
Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi
Translating Pro-Drop Languages With Reconstruction Models PDF
Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu

AAAI18 - NLP and Machine Learning

Table-to-Text: Describing Table Region With Natural Language PDF
Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao
Source-Target Inference Models for Spatial Instruction Understanding PDF
Hao Tan, Mohit Bansal
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs PDF
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions PDF
Jesse Thomason, Jivko Sinapov, Raymond J. Mooney, Peter Stone
Learning Better Name Translation for Cross-Lingual Wikification PDF
Chen-Tse Tsai, Dan Roth
Word Attention for Sequence to Sequence Text Understanding PDF
Lijun Wu, Fei Tian, Li Zhao, Jianhuang Lai, Tie-Yan Liu
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention PDF
Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun

AAAI18 - NLP and Text Mining

Semi-Distantly Supervised Neural Model for Generating Compact Answers to Open-Domain Why Questions PDF
Ryo Ishida, Kentaro Torisawa, Jong-Hoon Oh, Ryu Iida, Canasai Kruengkrai, Julien Kloetzer
Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior PDF
Abhijit Mishra, Srikanth Tamilselvam, Riddhiman Dasgupta, Seema Nagar, Kuntal Dey
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
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
R3: Reinforced Ranker-Reader for Open-Domain Question Answering PDF
Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang
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

AAAI18 - Planning and Scheduling

Finite Sample Analyses for TD(0) With Function Approximation PDF
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Generalized Value Iteration Networks:Life Beyond Lattices PDF
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević
Action Schema Networks: Generalised Policies With Deep Learning PDF
Sam Toyer, Felipe Trevizan, Sylvie Thiébaux, Lexing Xie

AAAI18 - Reasoning under Uncertainty

Generalized Adjustment Under Confounding and Selection Biases PDF
Juan D. Correa, Jin Tian, Elias Bareinboim

AAAI18 - Robotics

IONet: Learning to Cure the Curse of Drift in Inertial Odometry PDF
Changhao Chen, Xiaoxuan Lu, Andrew Markham, Niki Trigoni

AAAI18 - Search and Constraint Satisfaction

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

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
Auto-Balanced Filter Pruning for Efficient Convolutional Neural Networks PDF
Xiaohan Ding, Guiguang Ding, Jungong Han, Sheng Tang
Zero-Shot Learning With Attribute Selection PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang
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
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition PDF
Kun Liu, Wu Liu, Chuang Gan, Mingkui Tan, Huadong Ma
Spatial as Deep: Spatial CNN for Traffic Scene Understanding PDF
Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang
Learning Binary Residual Representations for Domain-Specific Video Streaming PDF
Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz
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
Temporal-Enhanced Convolutional Network for Person Re-Identification PDF
Yang Wu, Jie Qiu, Jun Takamatsu, Tsukasa Ogasawara
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation PDF
Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, Chen Change Loy
Progressive Cognitive Human Parsing PDF
Bingke Zhu, Yingying Chen, Ming Tang, Jinqiao Wang

IAAI18 - Deployed

Sketch Worksheets in STEM Classrooms: Two Deployments PDF
Kenneth D. Forbus, Bridget Garnier, Basil Tikoff, Wayne Marko, Madeline Usher, Matthew McLure

IAAI18 - Emerging

Death vs. Data Science: Predicting End of Life PDF
Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfagar, Anam Zahid, Ankur Teredesai
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
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
Mobile Network Failure Event Detection and Forecasting With Multiple User Activity Data Sets PDF
Motoyuki Oki, Koh Takeuchi, Yukio Uematsu
VoC-DL: Revisiting Voice Of Customer Using Deep Learning PDF
Susheel Suresh, Guru Rajan T S, Vipin Gopinath
DarkEmbed: Exploit Prediction With Neural Language Models PDF
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman
Gesture Annotation With a Visual Search Engine for Multimodal Communication Research PDF
Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray

EAAI18 - Full Papers

Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges PDF
Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests PDF
Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo

Senior Track

Learning Constraints From Examples PDF
Luc De Raedt, Andrea Passerini, Stefano Teso

Doctoral Consortium

Identifying Private Content for Online Image Sharing PDF
Ashwini Tonge

Student Abstracts

Influence Maximization for Social Network Based Substance Abuse Prevention PDF
Aida Rahmattalabi, Anamika Barman Adhikari, Phebe Vayanos, Milind Tambe, Eric Rice, Robin Baker
Uncovering Scene Context for Predicting Privacy of Online Shared Images PDF
Ashwini Tonge, Cornelia Caragea, Anna Squicciarini

Demonstrations

Lookine: Let the Blind Hear a Smile PDF
Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zang, Tianyu Gao
A Cognitive Assistant for Visualizing and Analyzing Exoplanets PDF
Jeffrey O. Kephart, Victor C. Dibia, Jason Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia
Dataset Evolver: An Interactive Feature Engineering Notebook PDF
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak Turaga
Learning an Image-based Obstacle Detector With Automatic Acquisition of Training Data PDF
Stefano Toniolo, Jérôme Guzzi, Luca Maria Gambardella, Alessandro Giusti


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