AI and the Web
| Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling | |
| Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida |
| TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings | |
| Guibing Guo, Jie Zhang, Neil Yorke-Smith |
| Multi-Document Summarization Based on Two-Level Sparse Representation Model | |
| He Liu, Hongliang Yu, Zhi-Hong Deng |
| Content-Based Collaborative Filtering for News Topic Recommendation | |
| Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang |
| A Tri-Role Topic Model for Domain-Specific Question Answering | |
| Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong |
| Causal Inference via Sparse Additive Models with Application to Online Advertising | |
| Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang |
| Burst Time Prediction in Cascades | |
| Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li |
| DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization | |
| Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo |
| A Probabilistic Model for Bursty Topic Discovery in Microblogs | |
| Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
| On the Scalable Learning of Stochastic Blockmodel | |
| Bo Yang, Xuehua Zhao |
| RAIN: Social Role-Aware Information Diffusion | |
| Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang |
| Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction | |
| Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao |
| Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks | |
| Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| Are Features Equally Representative? A Feature-Centric Recommendation | |
| Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu |
Applications
| Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs | |
| Fei Mi, Dit-Yan Yeung |
Cognitive Systems
| An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building | |
| Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li |
Computational Sustainability and AI
| A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data | |
| Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie |
Game Theory and Economic Paradigms
| A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences | |
| Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| Controlled School Choice with Soft Bounds and Overlapping Types | |
| Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo |
| A Graphical Representation for Games in Partition Function Form | |
| Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo |
| A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population | |
| Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal, Narahari Y. |
Heuristic Search and Optimization
| Solving Distributed Constraint Optimization Problems Using Logic Programming | |
| Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh |
| BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems | |
| Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
| Resilient Upgrade of Electrical Distribution Grids | |
| Emre Yamangil, Russell Bent, Scott Backhaus |
Human-Computation and Crowd Sourcing
| Efficient Task Sub-Delegation for Crowdsourcing | |
| Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang |
Knowledge Representation and Reasoning
| Splitting a Logic Program Revisited | |
| Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan |
| Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base | |
| Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang |
| Existential Rule Languages with Finite Chase: Complexity and Expressiveness | |
| Heng Zhang, Yan Zhang, Jia-Huai You |
Machine Learning Applications
| Generalized Singular Value Thresholding | |
| Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin |
| On Machine Learning towards Predictive Sales Pipeline Analytics | |
| Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen Chu, Xiaokang Yang |
| Bayesian Approach to Modeling and Detecting Communities in Signed Network | |
| Bo Yang, Xuehua Zhao, Xueyan Liu |
| Colorization by Patch-Based Local Low-Rank Matrix Completion | |
| Quanming Yao, T. Kwok James |
| Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease | |
| Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu |
Multiagent Systems
| Distributed Multiplicative Weights Methods for DCOP | |
| Daisuke Hatano, Yuichi Yoshida |
NLP and Knowledge Representation
| Learning Word Representations from Relational Graphs | |
| Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi |
NLP and Machine Learning
| Ordering-Sensitive and Semantic-Aware Topic Modeling | |
| Min Yang, Tianyi Cui, Wenting Tu |
NLP and Text Mining
| Extracting Adverse Drug Reactions from Social Media | |
| Andrew Yates, Nazli Goharian, Ophir Frieder |
Novel Machine Learning Algorithms
| A Convex Formulation for Spectral Shrunk Clustering | |
| Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou |
| Kernelized Online Imbalanced Learning with Fixed Budgets | |
| Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So |
| Absent Multiple Kernel Learning | |
| Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang |
| Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation | |
| Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet |
| The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning | |
| Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia |
| Pareto Ensemble Pruning | |
| Chao Qian, Yang Yu, Zhi-Hua Zhou |
| Spectral Label Refinement for Noisy and Missing Text Labels | |
| Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang |
| Relational Stacked Denoising Autoencoder for Tag Recommendation | |
| Hao Wang, Xingjian Shi, Dit-Yan Yeung |
| Improving Approximate Value Iteration with Complex Returns by Bounding | |
| Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu |
| Dictionary Learning with Mutually Reinforcing Group-Graph Structures | |
| Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu |
| OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation | |
| Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model | |
| Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada |
| A Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons | |
| Takayuki Yoshizumi |
| Online Bandit Learning for a Special Class of Non-Convex Losses | |
| Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou |
| Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications | |
| Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi |
| Constrained NMF-Based Multi-View Clustering on Unmapped Data | |
| Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu |
Planning and Scheduling
| Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation | |
| Peng Yu, Cheng Fang, Brian Williams |
Reasoning under Uncertainty
| An Improved Lower Bound for Bayesian Network Structure Learning | |
| Xiannian Fan, Changhe Yuan |
| An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks | |
| Xiaoyuan Zhu, Changhe Yuan |
Robotics
| Proximal Operators for Multi-Agent Path Planning | |
| Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia |
| Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web | |
| Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos |
Vision
| Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition | |
| Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G.Hauptmann |
| Sparse Deep Stacking Network for Image Classification | |
| Jun Li, Heyou Chang, Jian Yang |
| Robust Subspace Clustering via Thresholding Ridge Regression | |
| Xi Peng, Zhang Yi, Huajin Tang |
| Multi-View Point Registration via Alternating Optimization | |
| Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu |
| Complex Event Detection via Event Oriented Dictionary Learning | |
| Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe |
| Deep Representation Learning with Target Coding | |
| Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang |
| Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information | |
| Haonan Yu, Jeffrey Mark Siskind |
| Learning Face Hallucination in the Wild | |
| Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
Student Abstracts
| A Goal-Based Model of Personality for Planning-Based Narrative Generation | |
| Julio Cesar Bahamon, Camille Barot, R. Michael Young |
| Modelling Individual Negative Emotion Spreading Process with Mobile Phones | |
| Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai |
| Acronym Disambiguation Using Word Embedding | |
| Chao Li, Lei Ji, Jun Yan |
| Actionable Combined High Utility Itemset Mining | |
| Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| Accelerating SAT Solving by Common Subclause Elimination | |
| Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang |
Demonstrations
| Crowd Motion Monitoring with Thermodynamics-Inspired Feature | |
| Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang |
Virtual Agent Demonstrations
| Interactive Narrative Planning in The Best Laid Plans | |
| Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright |
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