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
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
Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication PDF
Ahmed Elgammal, Yan Kang, Milko Den Leeuw

AAAI18 - Artificial Intelligence and the Web

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
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

Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules PDF
Alireza Alemi, Christian K. Machens, Sophie Deneve, Jean-Jacques Slotine

AAAI18 - Computational Sustainability and AI

Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics PDF
Hongbin Pei, Bo Yang, Jiming Liu, Lei Dong

AAAI18 - Game Theory and Economic Paradigms

Truthful and Near-Optimal Mechanisms for Welfare Maximization in Multi-Winner Elections PDF
Umang Bhaskar, Varsha Dani, Abheek Ghosh
On the Distortion of Voting With Multiple Representative Candidates PDF
Yu Cheng, Shaddin Dughmi, David Kempe
Disarmament Games With Resource PDF
Yuan Deng, Vincent Conitzer
Computing the Strategy to Commit to in Polymatrix Games PDF
Giuseppe De Nittis, Alberto Marchesi, Nicola Gatti
Resource Allocation Polytope Games: Uniqueness of Equilibrium, Price of Stability, and Price of Anarchy PDF
Swapnil Dhamal, Walid Ben-Ameur, Tijani Chahed, Eitan Altman
Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources PDF
John P. Dickerson, Karthik A. Sankararaman, Aravind Srinivasan, Pan Xu
Tool Auctions PDF
Janosch Döcker, Britta Dorn, Ulle Endriss, Ronald de Haan, Sebastian Schneckenburger
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange PDF
Duncan C. McElfresh, John P. Dickerson
Coalition Manipulation of Gale-Shapley Algorithm PDF
Weiran Shen, Pingzhong Tang, Yuan Deng

AAAI18 - Heuristic Search and Optimization

Avoiding Dead Ends in Real-Time Heuristic Search PDF
Bence Cserna, William J. Doyle, Jordan S. Ramsdell, Wheeler Ruml

AAAI18 - Human Computation and Crowd Sourcing

A Voting-Based System for Ethical Decision Making PDF
Ritesh Noothigattu, Snehalkumar S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia

AAAI18 - Humans and AI

Adapting a Kidney Exchange Algorithm to Align With Human Values PDF
Rachel Freedman, Jana Schaich Borg, Walter Sinnott-Armstrong, John P. Dickerson, Vincent Conitzer
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients PDF
Andrew Slavin Ross, Finale Doshi-Velez
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability PDF
Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez
Deception Detection in Videos PDF
Zhe Wu, Bharat Singh, Larry S. Davis, V. S. Subrahmanian

AAAI18 - Knowledge Representation and Reasoning

Externally Supported Models for Efficient Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Francesco Ricca
LTLf/LDLf Non-Markovian Rewards PDF
Ronen I. Brafman, Giuseppe De Giacomo, Fabio Patrizi
Towards a Unified Framework for Syntactic Inconsistency Measures PDF
Glauber De Bona, John Grant, Anthony Hunter, Sébastien Konieczny
Convolutional 2D Knowledge Graph Embeddings PDF
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel

AAAI18 - Machine Learning Applications

CSWA: Aggregation-Free Spatial-Temporal Community Sensing PDF
Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das
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
On Trivial Solution and High Correlation Problems in Deep Supervised Hashing PDF
Yuchen Guo, Xin Zhao, Guiguang Ding, Jungong Han
Energy-Efficient Automatic Train Driving by Learning Driving Patterns PDF
Jin Huang, Yue Gao, Sha Lu, Xibin Zhao, Yangdong Deng, Ming Gu
Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification PDF
Kai Li, Zhengming Ding, Sheng Li, Yun Fu
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
Compressed Sensing MRI Using a Recursive Dilated Network PDF
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley
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
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

Estimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction PDF
Jessa Bekker, Jesse Davis
Graph Scan Statistics With Uncertainty PDF
Jose Cadena, Arinjoy Basak, Anil Vullikanti, Xinwei Deng
Link Prediction via Subgraph Embedding-Based Convex Matrix Completion PDF
Zhu Cao, Linlin Wang, Gerard de Melo
Distributional Reinforcement Learning With Quantile Regression PDF
Will Dabney, Mark Rowland, Marc G. Bellemare, Rémi Munos
Multi-Step Reinforcement Learning: A Unifying Algorithm PDF
Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland, Richard S. Sutton
Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices PDF
Lizhong Ding, Shizhong Liao, Yong Liu, Peng Yang, Xin Gao
Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation PDF
Trong Dinh Thac Do, Longbing Cao
Learning From Semi-Supervised Weak-Label Data PDF
Hao-Chen Dong, Yu-Feng Li, Zhi-Hua Zhou
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
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints PDF
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models PDF
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick
Human Guided Linear Regression With Feature-Level Constraints PDF
Aubrey Gress, Ian Davidson
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models PDF
Aditya Grover, Manik Dhar, Stefano Ermon
Who Said What: Modeling Individual Labelers Improves Classification PDF
Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton
Double Forward Propagation for Memorized Batch Normalization PDF
Yong Guo, Qingyao Wu, Chaorui Deng, Jian Chen, Mingkui Tan
An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems PDF
Ahmed Hefny, Carlton Downey, Geoffrey Gordon
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
Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF PDF
Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi
Extremely Low Bit Neural Network: Squeeze the Last Bit Out With ADMM PDF
Cong Leng, Zesheng Dou, Hao Li, Shenghuo Zhu, Rong Jin
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
CoDiNMF: Co-Clustering of Directed Graphs via NMF PDF
Woosang Lim, Rundong Du, Haesun Park
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-Offs by Selective Execution PDF
Lanlan Liu, Jia Deng
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains PDF
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
FiLM: Visual Reasoning with a General Conditioning Layer PDF
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron Courville
Joint Learning of Set Cardinality and State Distribution PDF
S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks PDF
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito
Learning Transferable Subspace for Human Motion Segmentation PDF
Lichen Wang, Zhengming Ding, Yun Fu
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
Informed Non-Convex Robust Principal Component Analysis With Features PDF
Niannan Xue, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
Dictionary Learning in Optimal Metric Space PDF
Jiexi Yan, Cheng Deng, Xianglong Liu
New l2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering PDF
Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie
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

An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems PDF
Ziyu Chen, Tengfei Wu, Yanchen Deng, Cheng Zhang
Preallocation and Planning Under Stochastic Resource Constraints PDF
Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. de Weerdt
Manipulative Elicitation — A New Attack on Elections with Incomplete Preferences PDF
Palash Dey
Control Argumentation Frameworks PDF
Yannis Dimopoulos, Jean-Guy Mailly, Pavlos Moraitis

AAAI18 - NLP and Knowledge Representation

Effective Broad-Coverage Deep Parsing PDF
James F. Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng
A Semantic QA-Based Approach for Text Summarization Evaluation PDF
Ping Chen, Fei Wu, Tong Wang, Wei Ding

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
A Knowledge-Grounded Neural Conversation Model PDF
Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley
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
Controlling Global Statistics in Recurrent Neural Network Text Generation PDF
Thanapon Noraset, David Demeter, Doug Downey
Question-Answering with Grammatically-Interpretable Representations PDF
Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
Improving Variational Encoder-Decoders in Dialogue Generation PDF
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks PDF
Linli Xu, Liang Jiang, Chuan Qin, Zhe Wang, Dongfang Du

AAAI18 - NLP and Text Mining

Weakly Supervised Induction of Affective Events by Optimizing Semantic Consistency PDF
Haibo Ding, Ellen Riloff
Cross-Lingual Propagation for Deep Sentiment Analysis PDF
Xin Dong, Gerard de Melo
Twitter Summarization Based on Social Network and Sparse Reconstruction PDF
Ruifang He, Xingyi Duan
Task-Specific Representation Learning for Web-Scale Entity Disambiguation PDF
Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti
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
Improving Review Representations With User Attention and Product Attention for Sentiment Classification PDF
Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen
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
OTyper: A Neural Architecture for Open Named Entity Typing PDF
Zheng Yuan, Doug Downey
Variational Reasoning for Question Answering With Knowledge Graph PDF
Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song

AAAI18 - Planning and Scheduling

Finite Sample Analyses for TD(0) With Function Approximation PDF
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Synthesis of Orchestrations of Transducers for Manufacturing PDF
Giuseppe De Giacomo, Moshe Y. Vardi, Paolo Felli, Natasha Alechina, Brian Logan
Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis PDF
Raquel Fuentetaja, Michael Barley, Daniel Borrajo, Jordan Douglas, Santiago Franco, Patricia Riddle

AAAI18 - Reasoning under Uncertainty

Armstrong's Axioms and Navigation Strategies PDF
Kaya Deuser, Pavel Naumov
Relational Marginal Problems: Theory and Estimation PDF
Ondřej Kuželka, Yuyi Wang, Jesse Davis, Steven Schockaert
Anytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP PDF
Qi Lou, Rina Dechter, Alexander Ihler
Conditional PSDDs: Modeling and Learning With Modular Knowledge PDF
Yujia Shen, Arthur Choi, Adnan Darwiche

AAAI18 - Vision

Temporal-Difference Learning With Sampling Baseline for Image Captioning PDF
Hui Chen, Guiguang Ding, Sicheng Zhao, Jungong Han
PixelLink: Detecting Scene Text via Instance Segmentation PDF
Dan Deng, Haifeng Liu, Xuelong Li, Deng Cai
ExprGAN: Facial Expression Editing With Controllable Expression Intensity PDF
Hui Ding, Kumar Sricharan, Rama Chellappa
A Deep Cascade Network for Unaligned Face Attribute Classification PDF
Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa
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
Zero-Shot Learning With Attribute Selection PDF
Yuchen Guo, Guiguang Ding, Jungong Han, Sheng Tang
R-FCN++: Towards Accurate Region-Based Fully Convolutional Networks for Object Detection PDF
Zeming Li, Yilun Chen, Gang Yu, Yangdong Deng
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
Exploring Human-Like Attention Supervision in Visual Question Answering PDF
Tingting Qiao, Jianfeng Dong, Duanqing Xu
Exploring Temporal Preservation Networks for Precise Temporal Action Localization PDF
Ke Yang, Peng Qiao, Dongsheng Li, Shaohe Lv, Yong Dou

IAAI18 - Deployed

Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan

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
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
Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees PDF
Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé

EAAI18 - Poster Papers

Mighty Thymio for University-Level Educational Robotics PDF
Jérôme Guzzi, Alessandro Giusti, Gianni A. Di Caro, Luca Maria Gambardella

EAAI18 - Model AI Assignments

Model AI Assignments 2018 PDF
Todd W. Neller, Zack Butler, Nate Derbinsky, Heidi Furey, Fred Martin, Michael Guerzhoy, Ariel Anders, Joshua Eckroth

Senior Track

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

Student Abstracts

Multi-Label Community-Based Question Classification via Personalized Sequence Memory Network Learning PDF
Xinyu Duan, Shengyu Zhang, Zhou Zhao, Fei Wu, Yueting Zhuang
Adversarial Goal Generation for Intrinsic Motivation PDF
Ishan Durugkar, Peter Stone
Bayesian Optimization Meets Search Based Optimization: A Hybrid Approach for Multi-Fidelity Optimization PDF
Ellis Hoag, Janardhan Rao Doppa
Consonant-Vowel Sequences as Subword Units for Code-Mixed Languages PDF
Upendra Kumar, Vishal Singh, Chris Andrew, Santhoshini Reddy, Amitava Das
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange PDF
Duncan C. McElfresh, John P. Dickerson
Playing SNES Games With NeuroEvolution of Augmenting Topologies PDF
Son Pham, Keyi Zhang, Tung Phan, Jasper Ding, Christopher L. Dancy
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
A New Benchmark and Evaluation Schema for Chinese Typo Detection and Correction PDF
Dingmin Wang, Gabriel Pui Cheong Fung, Maxime Debosschere, Shichao Dong, Jia Zhu, Kam-Fai Wong


A Cognitive Assistant for Visualizing and Analyzing Exoplanets PDF
Jeffrey O. Kephart, Victor C. Dibia, Jason Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia
Agent Assist: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan

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