Applications
Novel Geometric Approach for Global Alignment of PPI Networks | |
Yangwei Liu, Hu Ding, Danyang Chen, Jinhui Xu |
Game Theory and Economic Paradigms
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity | |
Stephen Gross, Elliot Anshelevich, Lirong Xia |
Mechanism Design for Multi-Type Housing Markets | |
Sujoy Sikdar, Sibel Adali, Lirong Xia |
Heuristic Search and Optimization
A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis | |
Mingyu Xiao, Weibo Lin, Yuanshun Dai, Yifeng Zeng |
A Unified Convex Surrogate for the Schatten-p Norm | |
Chen Xu, Zhouchen Lin, Hongbin Zha |
Knowledge Representation and Reasoning
Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic | |
Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov, Vladislav Ryzhikov, Guohui Xiao, Michael Zakharyaschev |
Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy | |
Jiaqing Liang, Yanghua Xiao, Yi Zhang, Seung-won Hwang, Haixun Wang |
On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies | |
Jiaqing Liang, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang, Pinpin Zhu |
Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery | |
Heng-Yang Lu, Lu-Yao Xie, Ning Kang, Chong-Jun Wang, Jun-Yuan Xie |
Machine Learning Applications
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction | |
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang |
Learning with Feature Network and Label Network Simultaneously | |
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang |
Collaborative Company Profiling: Insights from an Employee's Perspective | |
Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong |
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types | |
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu |
Low-Rank Linear Cold-Start Recommendation from Social Data | |
Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, Lexing Xie, Darius Braziunas |
Coupling Implicit and Explicit Knowledge for Customer Volume Prediction | |
Jingyuan Wang, Yating Lin, Junjie Wu, Zhong Wang, Zhang Xiong |
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation | |
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang |
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks | |
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu |
Progressive Prediction of Student Performance in College Programs | |
Jie Xu, Yuli Han, Daniel Marcu, Mihaela van der Schaar |
Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments | |
Linli Xu, Chao Zhang |
Machine Learning Methods
Efficient Online Model Adaptation by Incremental Simplex Tableau | |
Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu |
Infinitely Many-Armed Bandits with Budget Constraints | |
Haifang Li, Yingce Xia |
Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting | |
Xutao Li, Yunming Ye, Xiaofei Xu |
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction | |
Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao |
Asymmetric Discrete Graph Hashing | |
Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Manish Sapkota, Lin Yang |
Unbiased Multivariate Correlation Analysis | |
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia |
Beyond RPCA: Flattening Complex Noise in the Frequency Domain | |
Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao |
Rank Ordering Constraints Elimination with Application for Kernel Learning | |
Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu |
Solving Indefinite Kernel Support Vector Machine with Difference of Convex Functions Programming | |
Hai-Ming Xu, Hui Xue, Xiao-Hong Chen, Yun-Yun Wang |
Cleaning the Null Space: A Privacy Mechanism for Predictors | |
Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer |
Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee | |
Yi Xu, Haiqin Yang, Lijun Zhang, Tianbao Yang |
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning | |
Zheng Xu, Junzhou Huang |
Multi-View Correlated Feature Learning by Uncovering Shared Component | |
Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao |
TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records | |
Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guotong Xie, Junfeng Zhao, Bing Xie, Fei Wang |
Fast Compressive Phase Retrieval under Bounded Noise | |
Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu |
SCOPE: Scalable Composite Optimization for Learning on Spark | |
Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li |
Natural Language Processing and Knowledge Representation
SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions | |
Han Xiao, Minlie Huang, Lian Meng, Xiaoyan Zhu |
Natural Language Processing and Machine Learning
Maximum Reconstruction Estimation for Generative Latent-Variable Models | |
Yong Cheng, Yang Liu, Wei Xu |
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation | |
Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms | |
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao |
Neural Machine Translation Advised by Statistical Machine Translation | |
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang |
Distinguish Polarity in Bag-of-Words Visualization | |
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary |
Topic Aware Neural Response Generation | |
Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma |
Variational Autoencoder for Semi-Supervised Text Classification | |
Weidi Xu, Haoze Sun, Chao Deng, Ying Tan |
Neural Models for Sequence Chunking | |
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou |
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings | |
Biao Zhang, Deyi Xiong, Jinsong Su |
Natural Language Processing and Text Mining
Word Embedding Based Correlation Model for Question/Answer Matching | |
Yikang Shen, Wenge Rong, Nan Jiang, Baolin Peng, Jie Tang, Zhang Xiong |
Planning and Scheduling
Optimizing Quantiles in Preference-Based Markov Decision Processes | |
Hugo Gilbert, Paul Weng, Yan Xu |
Computational Issues in Time-Inconsistent Planning | |
Pingzhong Tang, Yifeng Teng, Zihe Wang, Shenke Xiao, Yichong Xu |
Robotics
A Diversified Generative Latent Variable Model for WiFi-SLAM | |
Hao Xiong, Dacheng Tao |
Vision
Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval | |
Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang |
Robust Visual Tracking via Local-Global Correlation Filter | |
Heng Fan, Jinhai Xiang |
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data | |
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jiaying Liu |
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing | |
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu |
Special Track on Computational Sustainability
Dynamic Optimization of Landscape Connectivity Embedding Spatial-Capture-Recapture Information | |
Yexiang Xue, Xiaojian Wu, Dana Morin, Bistra Dilkina, Angela Fuller, J. Andrew Royle, Carla P. Gomes |
Student Abstracts
Discovering Conversational Dependencies between Messages in Dialogs | |
Wenchao Du, Pascal Poupart, Wei Xu |
Cross-Domain Sentiment Classification via Topic-Related TrAdaBoost | |
Xingchang Huang, Yanghui Rao, Haoran Xie, Tak-Lam Wong, Fu Lee Wang |
A Sampling Based Approach for Proactive Project Scheduling with Time-Dependent Duration Uncertainty | |
Wen Song, Donghun Kang, Jie Zhang, Hui Xi |
Enhancing the Privacy of Predictors | |
Ke Xu, Swair Shah, Tongyi Cao, Crystal Maung, Haim Schweitzer |
Detecting Review Spammer Groups | |
Min Yang, Ziyu Lu, Xiaojun Chen, Fei Xu |
Attention Based LSTM for Target Dependent Sentiment Classification | |
Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen |
Demonstrations
SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences | |
Jiayu Long, Jia Jia, Han Xu |
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