Presentations and Authors


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Track:
 

AI and the Web

A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks PDF
Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang
Cross-Modal Image Clustering via Canonical Correlation Analysis PDF
Cheng Jin, Wenhui Mao, Ruiqi Zhang, Yuejie Zhang, Xiangyang Xue
Modeling with Node Degree Preservation Can Accurately Find Communities PDF
Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang
Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network PDF
Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Computational Sustainability and AI

Towards Optimal Solar Tracking: A Dynamic Programming Approach PDF
Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings

Game Theory and Economic Paradigms

Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies PDF
Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? PDF
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings
Balanced Trade Reduction for Dual-Role Exchange Markets PDF
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings

Human-Computation and Crowd Sourcing

Acquiring Speech Transcriptions Using Mismatched Crowdsourcing PDF
Preethi Jyothi, Mark Hasegawa-Johnson
Crowdsourcing Complex Workflows under Budget Constraints PDF
Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings

Integrated Systems

RANSAC versus CS-RANSAC PDF
Geun Sik Jo, Kee-Sung Lee, Devy Chandra, Chol-Hee Jang, Myung-Hyun Ga
Game-Theoretic Approach for Non-Cooperative Planning PDF
Jaume Jordán, Eva Onaindia
Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS PDF
Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme

Knowledge Representation and Reasoning

Parallelized Hitting Set Computation for Model-Based Diagnosis PDF
Dietmar Jannach, Thomas Schmitz, Kostyantyn Shchekotykhin
Splitting a Logic Program Revisited PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
On Elementary Loops and Proper Loops for Disjunctive Logic Programs PDF
Jianmin Ji, Hai Wan, Peng Xiao
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes

Machine Learning Applications

Learning to Uncover Deep Musical Structure PDF
Phillip Kirlin, David Jensen
Tensor-Based Learning for Predicting Stock Movements PDF
Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen
Colorization by Patch-Based Local Low-Rank Matrix Completion PDF
Quanming Yao, T. Kwok James

NLP and Knowledge Representation

Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics PDF
Rahul Jha, Reed Coke, Dragomir Radev

NLP and Machine Learning

A Novel Neural Topic Model and Its Supervised Extension PDF
Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji
Dataless Text Classification with Descriptive LDA PDF
Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll
Topic Segmentation with an Ordering-Based Topic Model PDF
Lan Du, John K. Pate, Mark Johnson

Novel Machine Learning Algorithms

Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Spectral Learning of Predictive State Representations with Insufficient Statistics PDF
Alex Kulesza, Nan Jiang, Satinder Singh
Low-Rank Similarity Metric Learning in High Dimensions PDF
Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation PDF
Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet
Gaussian Cardinality Restricted Boltzmann Machines PDF
Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation PDF
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu
Online Bandit Learning for a Special Class of Non-Convex Losses PDF
Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou
Self-Paced Learning for Matrix Factorization PDF
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann

Planning and Scheduling

Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs PDF
Meysam Aghighi, Peter Jonsson, Simon Ståhlberg

Reasoning under Uncertainty

Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty PDF
Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause
On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions PDF
Aaditya Ramdas, Sashank Jakkam Reddi, Barnabas Poczos, Aarti Singh, Larry Wasserman

Search and Constraint Satisfaction

Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs PDF
Valeriy Balabanov, Jie-Hong Roland Jiang, Mikolas Janota, Magdalena Widl
Binarisation via Dualisation for Valued Constraints PDF
David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny
The Extendable-Triple Property: A New CSP Tractable Class beyond BTP PDF
Philippe Jégou, Cyril Terrioux

Vision

Learning Predictable and Discriminative Attributes for Visual Recognition PDF
Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang
A Local Sparse Model for Matching Problem PDF
Bo Jiang, Jin Tang, Chris Ding, Bin Luo
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin

Student Abstracts

Language Independent Feature Extractor PDF
Young-Seob Jeong, Ho-Jin Choi
Coupled Collaborative Filtering for Context-aware Recommendation PDF
Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long
Acronym Disambiguation Using Word Embedding PDF
Chao Li, Lei Ji, Jun Yan
Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? PDF
Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam
Accelerating SAT Solving by Common Subclause Elimination PDF
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang


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