Presentations and Authors


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AI and the Web

Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling PDF
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 PDF
Guibing Guo, Jie Zhang, Neil Yorke-Smith
Multi-Document Summarization Based on Two-Level Sparse Representation Model PDF
He Liu, Hongliang Yu, Zhi-Hong Deng
Content-Based Collaborative Filtering for News Topic Recommendation PDF
Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang
A Tri-Role Topic Model for Domain-Specific Question Answering PDF
Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong
Causal Inference via Sparse Additive Models with Application to Online Advertising PDF
Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang
Burst Time Prediction in Cascades PDF
Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li
DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization PDF
Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo
A Probabilistic Model for Bursty Topic Discovery in Microblogs PDF
Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng
On the Scalable Learning of Stochastic Blockmodel PDF
Bo Yang, Xuehua Zhao
RAIN: Social Role-Aware Information Diffusion PDF
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 PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks PDF
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
Are Features Equally Representative? A Feature-Centric Recommendation PDF
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 PDF
Fei Mi, Dit-Yan Yeung

Cognitive Systems

An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building PDF
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 PDF
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 PDF
Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo
Controlled School Choice with Soft Bounds and Overlapping Types PDF
Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo
A Graphical Representation for Games in Partition Function Form PDF
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 PDF
Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal, Narahari Y.

Heuristic Search and Optimization

Solving Distributed Constraint Optimization Problems Using Logic Programming PDF
Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh
BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems PDF
Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata
Resilient Upgrade of Electrical Distribution Grids PDF
Emre Yamangil, Russell Bent, Scott Backhaus

Human-Computation and Crowd Sourcing

Efficient Task Sub-Delegation for Crowdsourcing PDF
Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang

Knowledge Representation and Reasoning

Splitting a Logic Program Revisited PDF
Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base PDF
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang
Existential Rule Languages with Finite Chase: Complexity and Expressiveness PDF
Heng Zhang, Yan Zhang, Jia-Huai You

Machine Learning Applications

Generalized Singular Value Thresholding PDF
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
On Machine Learning towards Predictive Sales Pipeline Analytics PDF
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 PDF
Bo Yang, Xuehua Zhao, Xueyan Liu
Colorization by Patch-Based Local Low-Rank Matrix Completion PDF
Quanming Yao, T. Kwok James
Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease PDF
Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu

Multiagent Systems

Distributed Multiplicative Weights Methods for DCOP PDF
Daisuke Hatano, Yuichi Yoshida

NLP and Knowledge Representation

Learning Word Representations from Relational Graphs PDF
Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi

NLP and Machine Learning

Ordering-Sensitive and Semantic-Aware Topic Modeling PDF
Min Yang, Tianyi Cui, Wenting Tu

NLP and Text Mining

Extracting Adverse Drug Reactions from Social Media PDF
Andrew Yates, Nazli Goharian, Ophir Frieder

Novel Machine Learning Algorithms

A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
Kernelized Online Imbalanced Learning with Fixed Budgets PDF
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
Absent Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation PDF
Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet
The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning PDF
Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia
Pareto Ensemble Pruning PDF
Chao Qian, Yang Yu, Zhi-Hua Zhou
Spectral Label Refinement for Noisy and Missing Text Labels PDF
Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang
Relational Stacked Denoising Autoencoder for Tag Recommendation PDF
Hao Wang, Xingjian Shi, Dit-Yan Yeung
Improving Approximate Value Iteration with Complex Returns by Bounding PDF
Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu
Dictionary Learning with Mutually Reinforcing Group-Graph Structures PDF
Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation PDF
Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model PDF
Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada
A Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons PDF
Takayuki Yoshizumi
Online Bandit Learning for a Special Class of Non-Convex Losses PDF
Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou
Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications PDF
Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi
Constrained NMF-Based Multi-View Clustering on Unmapped Data PDF
Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu

Planning and Scheduling

Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation PDF
Peng Yu, Cheng Fang, Brian Williams

Reasoning under Uncertainty

An Improved Lower Bound for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan
An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks PDF
Xiaoyuan Zhu, Changhe Yuan

Robotics

Proximal Operators for Multi-Agent Path Planning PDF
Jose Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia
Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web PDF
Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos

Vision

Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition PDF
Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G.Hauptmann
Sparse Deep Stacking Network for Image Classification PDF
Jun Li, Heyou Chang, Jian Yang
Robust Subspace Clustering via Thresholding Ridge Regression PDF
Xi Peng, Zhang Yi, Huajin Tang
Multi-View Point Registration via Alternating Optimization PDF
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Complex Event Detection via Event Oriented Dictionary Learning PDF
Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alex Hauptmann, Nicu Sebe
Deep Representation Learning with Target Coding PDF
Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang
Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information PDF
Haonan Yu, Jeffrey Mark Siskind
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin

Student Abstracts

A Goal-Based Model of Personality for Planning-Based Narrative Generation PDF
Julio Cesar Bahamon, Camille Barot, R. Michael Young
Modelling Individual Negative Emotion Spreading Process with Mobile Phones PDF
Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai
Acronym Disambiguation Using Word Embedding PDF
Chao Li, Lei Ji, Jun Yan
Actionable Combined High Utility Itemset Mining PDF
Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao
Accelerating SAT Solving by Common Subclause Elimination PDF
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang

Demonstrations

Crowd Motion Monitoring with Thermodynamics-Inspired Feature PDF
Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang

Virtual Agent Demonstrations

Interactive Narrative Planning in The Best Laid Plans PDF
Stephen G. Ware, R. Michael Young, Christian Stith, Phillip Wright