AI and the Web
| A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks | |
| Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang |
| Cross-Modal Image Clustering via Canonical Correlation Analysis | |
| Cheng Jin, Wenhui Mao, Ruiqi Zhang, Yuejie Zhang, Xiangyang Xue |
| Modeling with Node Degree Preservation Can Accurately Find Communities | |
| Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang |
| Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network | |
| Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang |
| Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks | |
| Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
Computational Sustainability and AI
| Towards Optimal Solar Tracking: A Dynamic Programming Approach | |
| 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 | |
| Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld |
| On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? | |
| Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings |
| Balanced Trade Reduction for Dual-Role Exchange Markets | |
| Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings |
Human-Computation and Crowd Sourcing
| Acquiring Speech Transcriptions Using Mismatched Crowdsourcing | |
| Preethi Jyothi, Mark Hasegawa-Johnson |
| Crowdsourcing Complex Workflows under Budget Constraints | |
| Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings |
Integrated Systems
| RANSAC versus CS-RANSAC | |
| Geun Sik Jo, Kee-Sung Lee, Devy Chandra, Chol-Hee Jang, Myung-Hyun Ga |
| Game-Theoretic Approach for Non-Cooperative Planning | |
| Jaume Jordán, Eva Onaindia |
| Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS | |
| Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme |
Knowledge Representation and Reasoning
| Parallelized Hitting Set Computation for Model-Based Diagnosis | |
| Dietmar Jannach, Thomas Schmitz, Kostyantyn Shchekotykhin |
| Splitting a Logic Program Revisited | |
| Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan |
| On Elementary Loops and Proper Loops for Disjunctive Logic Programs | |
| Jianmin Ji, Hai Wan, Peng Xiao |
| A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding | |
| Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes |
Machine Learning Applications
| Learning to Uncover Deep Musical Structure | |
| Phillip Kirlin, David Jensen |
| Tensor-Based Learning for Predicting Stock Movements | |
| Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen |
| Colorization by Patch-Based Local Low-Rank Matrix Completion | |
| Quanming Yao, T. Kwok James |
NLP and Knowledge Representation
| Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics | |
| Rahul Jha, Reed Coke, Dragomir Radev |
NLP and Machine Learning
| A Novel Neural Topic Model and Its Supervised Extension | |
| Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji |
| Dataless Text Classification with Descriptive LDA | |
| Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll |
| Topic Segmentation with an Ordering-Based Topic Model | |
| Lan Du, John K. Pate, Mark Johnson |
Novel Machine Learning Algorithms
| Self-Paced Curriculum Learning | |
| Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann |
| Spectral Learning of Predictive State Representations with Insufficient Statistics | |
| Alex Kulesza, Nan Jiang, Satinder Singh |
| Low-Rank Similarity Metric Learning in High Dimensions | |
| 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 | |
| Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet |
| Gaussian Cardinality Restricted Boltzmann Machines | |
| Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen |
| Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation | |
| Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu |
| Online Bandit Learning for a Special Class of Non-Convex Losses | |
| Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou |
| Self-Paced Learning for Matrix Factorization | |
| 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 | |
| Meysam Aghighi, Peter Jonsson, Simon Ståhlberg |
Reasoning under Uncertainty
| Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty | |
| Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet |
| Submodular Surrogates for Value of Information | |
| 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 | |
| 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 | |
| Valeriy Balabanov, Jie-Hong Roland Jiang, Mikolas Janota, Magdalena Widl |
| Binarisation via Dualisation for Valued Constraints | |
| David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny |
| The Extendable-Triple Property: A New CSP Tractable Class beyond BTP | |
| Philippe Jégou, Cyril Terrioux |
Vision
| Learning Predictable and Discriminative Attributes for Visual Recognition | |
| Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| A Local Sparse Model for Matching Problem | |
| Bo Jiang, Jin Tang, Chris Ding, Bin Luo |
| Learning Face Hallucination in the Wild | |
| Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
Student Abstracts
| Language Independent Feature Extractor | |
| Young-Seob Jeong, Ho-Jin Choi |
| Coupled Collaborative Filtering for Context-aware Recommendation | |
| Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long |
| Acronym Disambiguation Using Word Embedding | |
| Chao Li, Lei Ji, Jun Yan |
| Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? | |
| Samta Shukla, Aditya Telang, Salil Joshi, L. Venkat Subramaniam |
| Accelerating SAT Solving by Common Subclause Elimination | |
| Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang |
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