Presentations and Authors


Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Track:
 

AI and the Web

On Information Coverage for Location Category Based Point-of-Interest Recommendation PDF
Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai
An Axiomatic Approach to Link Prediction PDF
Sara Cohen, Aviv Zohar
Perceiving Group Themes from Collective Social and Behavioral Information PDF
Peng Cui, Tianyang Zhang, Fei Wang, Peng He
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
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
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice PDF
Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang
Sampling Representative Users from Large Social Networks PDF
Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su
Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets PDF
Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li
Mining Query Subtopics from Questions in Community Question Answering PDF
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou
On the Scalable Learning of Stochastic Blockmodel PDF
Bo Yang, Xuehua Zhao
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction PDF
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao
Are Features Equally Representative? A Feature-Centric Recommendation PDF
Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu
Incorporating Implicit Link Preference Into Overlapping Community Detection PDF
Hongyi Zhang, Irwin King, Michael R. Lyu
Retweet Behavior Prediction Using Hierarchical Dirichlet Process PDF
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval PDF
Wei-Nan Zhang, Zhao-Yan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua
Representation Learning for Aspect Category Detection in Online Reviews PDF
Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Cognitive Systems

Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos PDF
Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang
An Association Network for Computing Semantic Relatedness PDF
Keyang Zhang, Kenny Zhu, Seung-won Hwang

Computational Sustainability and AI

Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process PDF
Liangda Li, Hongyuan Zha
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

Facility Location with Double-Peaked Preferences PDF
Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang
Voting Rules As Error-Correcting Codes PDF
Ariel D. Procaccia, Nisarg Shah, Yair Zick
Balanced Trade Reduction for Dual-Role Exchange Markets PDF
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings
Optimal Machine Strategies to Commit to in Two-Person Repeated Games PDF
Song Zuo, Pingzhong Tang

Heuristic Search and Optimization

On Unconstrained Quasi-Submodular Function Optimization PDF
Jincheng Mei, Kang Zhao, Bao-Liang Lu
TDS+: Improving Temperature Discovery Search PDF
Yeqin Zhang, Martin Müller
Massively Parallel A* Search on a GPU PDF
Yichao Zhou, Jianyang Zeng

Human-Computation and Crowd Sourcing

On the Impossibility of Convex Inference in Human Computation PDF
Nihar B. Shah, Dengyong Zhou

Humans and AI

Predicting Emotion Perception Across Domains: A Study of Singing and Speaking PDF
Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl

Integrated Systems

CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot PDF
Shiqi Zhang, Peter Stone
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing PDF
Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz

Knowledge Representation and Reasoning

Tractable Interval Temporal Propositional and Description Logics PDF
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev
Partial Meet Revision and Contraction in Logic Programs PDF
Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang
Knowledge Forgetting in Circumscription: A Preliminary Report PDF
Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang
Instance-Driven Ontology Evolution in DL-Lite PDF
Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi
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
A Logic for Reasoning About Game Strategies PDF
Dongmo Zhang, Michael Thielscher
Existential Rule Languages with Finite Chase: Complexity and Expressiveness PDF
Heng Zhang, Yan Zhang, Jia-Huai You

Machine Learning Applications

Marginalized Denoising for Link Prediction and Multi-Label Learning PDF
Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang
Structured Sparsity with Group-Graph Regularization PDF
Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou
Identifying At-Risk Students in Massive Open Online Courses PDF
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
Generalized Singular Value Thresholding PDF
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
Coupled Interdependent Attribute Analysis on Mixed Data PDF
Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong
Exploring Social Context for Topic Identification in Short and Noisy Texts PDF
Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai
Modeling Status Theory in Trust Prediction PDF
Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai
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
Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease PDF
Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu
A Closed Form Solution to Multi-View Low-Rank Regression PDF
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang
A Nonconvex Relaxation Approach for Rank Minimization Problems PDF
Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen

Multiagent Systems

Automated Analysis of Commitment Protocols Using Probabilistic Model Checking PDF
Akın Günay, Song Songzheng, Yang Liu, Jie Zhang

NLP and Knowledge Representation

Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization PDF
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou
Learning Entity and Relation Embeddings for Knowledge Graph Completion PDF
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition PDF
Yu Zhao, Zhiyuan Liu, Maosong Sun

NLP and Machine Learning

Recurrent Convolutional Neural Networks for Text Classification PDF
Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao

NLP and Text Mining

Word Segmentation for Chinese Novels PDF
Likun Qiu, Yue Zhang
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization PDF
Deyu Zhou, Liangyu Chen, Yulan He

Novel Machine Learning Algorithms

Efficient Active Learning of Halfspaces via Query Synthesis PDF
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang
A Convex Formulation for Spectral Shrunk Clustering PDF
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
An Adaptive Gradient Method for Online AUC Maximization PDF
Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong
Bayesian Maximum Margin Principal Component Analysis PDF
Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi
Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications PDF
Longwen Gao, Shuigeng Zhou
Discriminative Feature Grouping PDF
Lei Han, Yu Zhang
Learning Multi-Level Task Groups in Multi-Task Learning PDF
Lei Han, Yu Zhang
Maximin Separation Probability Clustering PDF
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen
The Dynamic Chinese Restaurant Process via Birth and Death Processes PDF
Rui Huang, Fengyuan Zhu, Pheng-Ann Heng
Self-Paced Curriculum Learning PDF
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
Multi-tensor Completion with Common Structures PDF
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction PDF
Anqi Liu, Lev Reyzin, Brian D. Ziebart
Unidimensional Clustering of Discrete Data Using Latent Tree Models PDF
April H. Liu, Leonard K.M. Poon, Nevin L. Zhang
Absent Multiple Kernel Learning PDF
Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners PDF
Shike Mei, Xiaojin Zhu
Probabilistic Attributed Hashing PDF
Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu
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
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence PDF
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen
Transfer Feature Representation via Multiple Kernel Learning PDF
Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu
Dictionary Learning with Mutually Reinforcing Group-Graph Structures PDF
Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu
Active Manifold Learning via Gershgorin Circle Guided Sample Selection PDF
Hongteng Xu, Hongyuan Zha, Ren-Cang Li, Mark A. Davenport
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation PDF
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu
Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds PDF
Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang
Multi-Source Domain Adaptation: A Causal View PDF
Kun Zhang, Mingming Gong, Bernhard Schoelkopf
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
Multi-Task Learning and Algorithmic Stability PDF
Yu Zhang
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering PDF
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy
Self-Paced Learning for Matrix Factorization PDF
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision PDF
Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing PDF
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen
10,000+ Times Accelerated Robust Subset Selection PDF
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan

Planning and Scheduling

Preference Planning for Markov Decision Processes PDF
Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang
Tractability of Planning with Loops PDF
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences PDF
Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem PDF
Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo
Crowdsourced Action-Model Acquisition for Planning PDF
Hankz Hankui Zhuo

Reasoning under Uncertainty

Nonparametric Scoring Rules PDF
Erik Peter Zawadzki, Sebastien Lahaie
On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison PDF
Chongjie Zhang, Julie A. Shah
An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks PDF
Xiaoyuan Zhu, Changhe Yuan

Robotics

Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation PDF
Mathew Monfort, Anqi Liu, Brian Ziebart

Search and Constraint Satisfaction

Binarisation via Dualisation for Valued Constraints PDF
David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny

Vision

Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition PDF
Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G.Hauptmann
Automatic Topic Discovery for Multi-Object Tracking PDF
Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim
Multi-View Point Registration via Alternating Optimization PDF
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking PDF
Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin
A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling PDF
Chao Zhu, Yuxin Peng

Senior Member Papers

Explaining Watson: Polymath Style PDF
Wlodek W. Zadrozny, Valeria de Paiva, Lawrence S. Moss
Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education PDF
Xiaojin Zhu
Building Strong Semi-Autonomous Systems PDF
Shlomo Zilberstein

Student Abstracts

What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions PDF
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao
Accelerating SAT Solving by Common Subclause Elimination PDF
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang
Global Policy Construction in Modular Reinforcement Learning PDF
Ruohan Zhang, Zhao Song, Dana H. Ballard
Touchless Telerobotic Surgery — Is It Possible at All? PDF
Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs

Demonstrations

VecLP: A Realtime Video Recommendation System for Live TV Programs PDF
Sheng Gao, Dai Zhang, Honggang Zhang, Chao Huang, Yongsheng Zhang, Jianxin Liao, Jun Guo
Crowd Motion Monitoring with Thermodynamics-Inspired Feature PDF
Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang


Copyright © 2018 Association for the Advancement of Artificial Intelligence. All Rights Reserved.