AI and the Web
On Information Coverage for Location Category Based Point-of-Interest Recommendation | |
Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai |
An Axiomatic Approach to Link Prediction | |
Sara Cohen, Aviv Zohar |
Perceiving Group Themes from Collective Social and Behavioral Information | |
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 | |
Guibing Guo, Jie Zhang, Neil Yorke-Smith |
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 |
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice | |
Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang |
Sampling Representative Users from Large Social Networks | |
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 | |
Jinpeng Wang, Gao Cong, Xin Wayne Zhao, Xiaoming Li |
Mining Query Subtopics from Questions in Community Question Answering | |
Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou |
On the Scalable Learning of Stochastic Blockmodel | |
Bo Yang, Xuehua Zhao |
Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction | |
Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao |
Are Features Equally Representative? A Feature-Centric Recommendation | |
Chenyi Zhang, Ke Wang, Ee-peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu |
Incorporating Implicit Link Preference Into Overlapping Community Detection | |
Hongyi Zhang, Irwin King, Michael R. Lyu |
Retweet Behavior Prediction Using Hierarchical Dirichlet Process | |
Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang |
Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval | |
Wei-Nan Zhang, Zhao-Yan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua |
Representation Learning for Aspect Category Detection in Online Reviews | |
Xinjie Zhou, Xiaojun Wan, Jianguo Xiao |
Cognitive Systems
Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos | |
Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang |
An Association Network for Computing Semantic Relatedness | |
Keyang Zhang, Kenny Zhu, Seung-won Hwang |
Computational Sustainability and AI
Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process | |
Liangda Li, Hongyuan Zha |
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
Facility Location with Double-Peaked Preferences | |
Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang |
Voting Rules As Error-Correcting Codes | |
Ariel D. Procaccia, Nisarg Shah, Yair Zick |
Balanced Trade Reduction for Dual-Role Exchange Markets | |
Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings |
Optimal Machine Strategies to Commit to in Two-Person Repeated Games | |
Song Zuo, Pingzhong Tang |
Heuristic Search and Optimization
On Unconstrained Quasi-Submodular Function Optimization | |
Jincheng Mei, Kang Zhao, Bao-Liang Lu |
TDS+: Improving Temperature Discovery Search | |
Yeqin Zhang, Martin Müller |
Massively Parallel A* Search on a GPU | |
Yichao Zhou, Jianyang Zeng |
Human-Computation and Crowd Sourcing
On the Impossibility of Convex Inference in Human Computation | |
Nihar B. Shah, Dengyong Zhou |
Humans and AI
Predicting Emotion Perception Across Domains: A Study of Singing and Speaking | |
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 | |
Shiqi Zhang, Peter Stone |
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing | |
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 | |
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev |
Partial Meet Revision and Contraction in Logic Programs | |
Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang |
Knowledge Forgetting in Circumscription: A Preliminary Report | |
Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang |
Instance-Driven Ontology Evolution in DL-Lite | |
Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi |
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base | |
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei Zhang, Yueting Zhuang |
A Logic for Reasoning About Game Strategies | |
Dongmo Zhang, Michael Thielscher |
Existential Rule Languages with Finite Chase: Complexity and Expressiveness | |
Heng Zhang, Yan Zhang, Jia-Huai You |
Machine Learning Applications
Marginalized Denoising for Link Prediction and Multi-Label Learning | |
Zheng Chen, Minmin Chen, Kilian Weinberger, Weixiong Zhang |
Structured Sparsity with Group-Graph Regularization | |
Xin-Yu Dai, Jian-Bing Zhang, Shu-Jian Huang, Jia-Jun Chen, Zhi-Hua Zhou |
Identifying At-Risk Students in Massive Open Online Courses | |
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang |
Generalized Singular Value Thresholding | |
Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin |
Coupled Interdependent Attribute Analysis on Mixed Data | |
Can Wang, Chi-Hung Chi, Wei Zhou, Raymond Wong |
Exploring Social Context for Topic Identification in Short and Noisy Texts | |
Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai |
Modeling Status Theory in Trust Prediction | |
Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai |
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 |
Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease | |
Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu |
A Closed Form Solution to Multi-View Low-Rank Regression | |
Shuai Zheng, Xiao Cai, Chris Ding, Feiping Nie, Heng Huang |
A Nonconvex Relaxation Approach for Rank Minimization Problems | |
Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen |
Multiagent Systems
Automated Analysis of Commitment Protocols Using Probabilistic Model Checking | |
Akın Günay, Song Songzheng, Yang Liu, Jie Zhang |
NLP and Knowledge Representation
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization | |
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou |
Learning Entity and Relation Embeddings for Knowledge Graph Completion | |
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu |
Phrase Type Sensitive Tensor Indexing Model for Semantic Composition | |
Yu Zhao, Zhiyuan Liu, Maosong Sun |
NLP and Machine Learning
Recurrent Convolutional Neural Networks for Text Classification | |
Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao |
NLP and Text Mining
Word Segmentation for Chinese Novels | |
Likun Qiu, Yue Zhang |
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization | |
Deyu Zhou, Liangyu Chen, Yulan He |
Novel Machine Learning Algorithms
Efficient Active Learning of Halfspaces via Query Synthesis | |
Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang |
A Convex Formulation for Spectral Shrunk Clustering | |
Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou |
An Adaptive Gradient Method for Online AUC Maximization | |
Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong |
Bayesian Maximum Margin Principal Component Analysis | |
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 | |
Longwen Gao, Shuigeng Zhou |
Discriminative Feature Grouping | |
Lei Han, Yu Zhang |
Learning Multi-Level Task Groups in Multi-Task Learning | |
Lei Han, Yu Zhang |
Maximin Separation Probability Clustering | |
Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen |
The Dynamic Chinese Restaurant Process via Birth and Death Processes | |
Rui Huang, Fengyuan Zhu, Pheng-Ann Heng |
Self-Paced Curriculum Learning | |
Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann |
Multi-tensor Completion with Common Structures | |
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo |
Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction | |
Anqi Liu, Lev Reyzin, Brian D. Ziebart |
Unidimensional Clustering of Discrete Data Using Latent Tree Models | |
April H. Liu, Leonard K.M. Poon, Nevin L. Zhang |
Absent Multiple Kernel Learning | |
Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang |
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners | |
Shike Mei, Xiaojin Zhu |
Probabilistic Attributed Hashing | |
Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu |
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 |
Convex Batch Mode Active Sampling via α-Relative Pearson Divergence | |
Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen |
Transfer Feature Representation via Multiple Kernel Learning | |
Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu |
Dictionary Learning with Mutually Reinforcing Group-Graph Structures | |
Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu |
Active Manifold Learning via Gershgorin Circle Guided Sample Selection | |
Hongteng Xu, Hongyuan Zha, Ren-Cang Li, Mark A. Davenport |
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation | |
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu |
Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds | |
Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang |
Multi-Source Domain Adaptation: A Causal View | |
Kun Zhang, Mingming Gong, Bernhard Schoelkopf |
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 |
Multi-Task Learning and Algorithmic Stability | |
Yu Zhang |
SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering | |
Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy |
Self-Paced Learning for Matrix Factorization | |
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann |
Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision | |
Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin |
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing | |
Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen |
10,000+ Times Accelerated Robust Subset Selection | |
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan |
Planning and Scheduling
Preference Planning for Markov Decision Processes | |
Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang |
Tractability of Planning with Loops | |
Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell |
Multi-Objective MDPs with Conditional Lexicographic Reward Preferences | |
Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib |
An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem | |
Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo |
Crowdsourced Action-Model Acquisition for Planning | |
Hankz Hankui Zhuo |
Reasoning under Uncertainty
Nonparametric Scoring Rules | |
Erik Peter Zawadzki, Sebastien Lahaie |
On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison | |
Chongjie Zhang, Julie A. Shah |
An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks | |
Xiaoyuan Zhu, Changhe Yuan |
Robotics
Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation | |
Mathew Monfort, Anqi Liu, Brian Ziebart |
Search and Constraint Satisfaction
Binarisation via Dualisation for Valued Constraints | |
David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivny |
Vision
Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition | |
Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G.Hauptmann |
Automatic Topic Discovery for Multi-Object Tracking | |
Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim |
Multi-View Point Registration via Alternating Optimization | |
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu |
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking | |
Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang |
Learning Face Hallucination in the Wild | |
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling | |
Chao Zhu, Yuxin Peng |
Senior Member Papers
Explaining Watson: Polymath Style | |
Wlodek W. Zadrozny, Valeria de Paiva, Lawrence S. Moss |
Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education | |
Xiaojin Zhu |
Building Strong Semi-Autonomous Systems | |
Shlomo Zilberstein |
Student Abstracts
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions | |
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao |
Accelerating SAT Solving by Common Subclause Elimination | |
Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang |
Global Policy Construction in Modular Reinforcement Learning | |
Ruohan Zhang, Zhao Song, Dana H. Ballard |
Touchless Telerobotic Surgery — Is It Possible at All? | |
Tian Zhou, Maria Eugenia Cabrera, Juan Pablo Wachs |
Demonstrations
VecLP: A Realtime Video Recommendation System for Live TV Programs | |
Sheng Gao, Dai Zhang, Honggang Zhang, Chao Huang, Yongsheng Zhang, Jianxin Liao, Jun Guo |
Crowd Motion Monitoring with Thermodynamics-Inspired Feature | |
Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang |
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