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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