Presentations and Authors

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Main Track: AI and the Web

TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation PDF
Yang Bao, Hui Fang, Jie Zhang
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation PDF
Hui Fang, Yang Bao, Jie Zhang
Influence Maximization with Novelty Decay in Social Networks PDF
Shanshan Feng, Xuefeng Chen, Gao Cong, Yifeng Zeng, Yeow Meng Chee, Yanping Xiang
Combining Heterogenous Social and Geographical Information for Event Recommendation PDF
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang

Main Track: Cognitive Systems

Using Narrative Function to Extract Qualitative Information from Natural Language Texts PDF
Clifton James McFate, Kenneth Forbus, Thomas Hinrichs

Main Track: Computational Sustainability and AI

Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field PDF
James Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
Placement of Loading Stations for Electric Vehicles: No Detours Necessary! PDF
Stefan Ernst Funke, Andre Nusser, Sabine Storandt
A Region-Based Model for Estimating Urban Air Pollution PDF
Arnaud Jutzeler, Jason Jingshi Li, Boi Faltings

Main Track: Game Theory and Economic Paradigms

The Fisher Market Game: Equilibrium and Welfare PDF
Simina Brânzei, Yiling Chen, Xiaotie Deng, Aris Filos-Ratsikas, Søren Kristoffer Stiil Frederiksen, Jie Zhang
A Characterization of the Single-Peaked Single-Crossing Domain PDF
Edith Elkind, Piotr Faliszewski, Piotr Skowron
On the Axiomatic Characterization of Runoff Voting Rules PDF
Rupert Freeman, Markus Brill, Vincent Conitzer
Incentives for Truthful Information Elicitation of Continuous Signals PDF
Goran Radanovic, Boi Faltings
Two Case Studies for Trading Multiple Indivisible Goods with Indifferences PDF
Akihisa Sonoda, Etsushi Fujita, Taiki Todo, Makoto Yokoo

Main Track: Heuristic Search and Optimization

Exponential Deepening A* for Real-Time Agent-Centered Search PDF
Guni Sharon, Ariel Felner, Nathan Sturtevant

Main Track: Human-Computation and Crowd Sourcing

Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation PDF
Marina Boia, Claudiu Cristian Musat, Boi Faltings

Main Track: Knowledge Representation and Reasoning

Capturing Relational Schemas and Functional Dependencies in RDFS PDF
Diego Calvanese, Wolfgang Fischl, Reinhard Pichler, Emanuel Sallinger, Mantas Simkus
Exploiting Support Sets for Answer Set Programs with External Evaluations PDF
Thomas Eiter, Michael Fink, Christoph Redl, Daria Stepanova
A Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams PDF
Hélène Fargier, Pierre Marquis, Alexandre Niveau, Nicolas Schmidt
Knowledge Graph Embedding by Translating on Hyperplanes PDF
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen

Main Track: Machine Learning Applications

Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques PDF
Márcia L. Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi
Latent Low-Rank Transfer Subspace Learning for Missing Modality Recognition PDF
Zhengming Ding, Shao Ming, Yun Fu
Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery PDF
Chengcheng Jia, Guoqiang Zhong, Yun Fu
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks PDF
Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu

Main Track: Multiagent Systems

Prices Matter for the Parameterized Complexity of Shift Bribery PDF
Robert Bredereck, Jiehua Chen, Piotr Faliszewski, André Nichterlein, Rolf Niedermeier
Internally Stable Matchings and Exchanges PDF
Yicheng Liu, Pingzhong Tang, Wenyi Fang
Solving Zero-Sum Security Games in Discretized Spatio-Temporal Domains PDF
Haifeng Xu, Fei Fang, Albert Xin Jiang, Vincent Conitzer, Shaddin Dughmi, Milind Tambe

Main Track: NLP and Machine Learning

Collaborative Models for Referring Expression Generation in Situated Dialogue PDF
Rui Fang, Malcolm Doering, Joyce Y. Chai
Learning Scripts as Hidden Markov Models PDF
John Walker Orr, Prasad Tadepalli, Janardhan Rao Doppa, Xiaoli Fern, Thomas G. Dietterich

Main Track: Novel Machine Learning Algorithms

Distribution-Aware Sampling and Weighted Model Counting for SAT PDF
Supratik Chakraborty, Daniel J. Fremont, Kuldeep S. Meel, Sanjit A. Seshia, Moshe Y. Vardi
HC-Search for Multi-Label Prediction: An Empirical Study PDF
Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli
Active Learning for Crowdsourcing Using Knowledge Transfer PDF
Meng Fang, Jie Yin, Dacheng Tao
Coactive Learning for Locally Optimal Problem Solving PDF
Robby Goetschalckx, Alan Fern, Prasad Tadepalli
ReLISH: Reliable Label Inference via Smoothness Hypothesis PDF
Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
Signed Laplacian Embedding for Supervised Dimension Reduction PDF
Chen Gong, Dacheng Tao, Jie Yang, Keren Fu
Imitation Learning with Demonstrations and Shaping Rewards PDF
Kshitij Judah, Alan Paul Fern, Prasad Tadepalli, Robby Goetschalckx
Monte Carlo Filtering Using Kernel Embedding of Distributions PDF
Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu
Semantic Data Representation for Improving Tensor Factorization PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jin Zheng, James Alexander Hendler

Main Track: Planning and Scheduling

Structured Possibilistic Planning Using Decision Diagrams PDF
Nicolas Drougard, Florent Teichteil-Königsbuch, Jean-Loup Farges, Didier Dubois
Chance-Constrained Probabilistic Simple Temporal Problems PDF
Cheng Fang, Peng Yu, Brian C. Williams
Symbolic Domain Predictive Control PDF
Johannes Löhr, Martin Wehrle, Maria Fox, Bernhard Nebel
Parametrized Families of Hard Planning Problems from Phase Transitions PDF
Eleanor Rieffel, Davide Venturelli, Minh Do, Itay Hen, Jeremy Frank

Main Track: Reasoning under Uncertainty

Tightening Bounds for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan, Brandon Malone
State Aggregation in Monte Carlo Tree Search PDF
Jesse Hostetler, Alan Fern, Tom Dietterich

Main Track: Robotics

Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions PDF
Cynthia Matuszek, Liefeng Bo, Luke Zettlemoyer, Dieter Fox

Main Track: Search and Constraint Satisfaction

Propagating Regular Counting Constraints PDF
Nicolas Beldiceanu, Pierre Flener, Justin Pearson, Pascal Van Hentenryck
Linear-Time Filtering Algorithms for the Disjunctive Constraint PDF
Hamed Fahimi, Claude-Guy Quimper
Diagnosing Analogue Linear Systems Using Dynamic Topological Reconfiguration PDF
Alexander Feldman, Gregory Provan
A Propagator Design Framework for Constraints over Sequences PDF
Jean-Noel Monette, Pierre Flener, Justin Pearson

Main Track: Vision

Diagram Understanding in Geometry Questions PDF
Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni

Student Abstracts

A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows PDF
Yili Fang, Hailong Sun, Richong Zhang, Jinpeng Huai, Yongyi Mao
Online Search Algorithm Configuration PDF
Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney
RepRev: Mitigating the Negative Effects of Misreported Ratings PDF
Yuan Liu, Siyuan Liu, Jie Zhang, Hui Fang, Han Yu, Chunyan Miao

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