Sinno Jialin Pan

According to our database1, Sinno Jialin Pan authored at least 86 papers between 2005 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2019
Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots.
IEEE Trans. Mob. Comput., 2019

Multi-class Heterogeneous Domain Adaptation.
J. Mach. Learn. Res., 2019

A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Cooperative Pruning in Cross-Domain Deep Neural Network Compression.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Distribution-Based Semi-Supervised Learning for Activity Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning.
ACM TIST, 2018

Analysis With Histogram of Connectivity: For Automated Evaluation of Piping Layout.
IEEE Trans. Automation Science and Engineering, 2018

Counting via LED sensing: Inferring occupancy using lighting infrastructure.
Pervasive and Mobile Computing, 2018

Memory networks for fine-grained opinion mining.
Artif. Intell., 2018

Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Transition-based Adversarial Network for Cross-lingual Aspect Extraction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Domain Adaptive Semantic Segmentation Through Structure Enhancement.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Domain Generalization With Adversarial Feature Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Transfer Learning with PipNet: For Automated Visual Analysis of Piping Design.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

SC2Net: Sparse LSTMs for Sparse Coding.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Data Poisoning Attacks on Multi-Task Relationship Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Sensor-Based Activity Recognition via Learning From Distributions.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Unified Framework for Metric Transfer Learning.
IEEE Trans. Knowl. Data Eng., 2017

A unified framework of active transfer learning for cross-system recommendation.
Artif. Intell., 2017

Communication-Efficient Distributed Primal-Dual Algorithm for Saddle Point Problem.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

CeilingSee: Device-free occupancy inference through lighting infrastructure based LED sensing.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017

Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Distributed Multi-Task Relationship Learning.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

WOLoc: WiFi-only outdoor localization using crowdsensed hotspot labels.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Adaptive Group Sparse Multi-task Learning via Trace Lasso.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Distant Domain Transfer Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
HYDRA: Massively Compositional Model for Cross-Project Defect Prediction.
IEEE Trans. Software Eng., 2016

Transfer Hashing with Privileged Information.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Matrix Factorization+ for Movie Recommendation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Collaborative Evolution for User Profiling in Recommender Systems.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Class-Wise Supervised Hashing with Label Embedding and Active Bits.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Ensemble of Anchor Adapters for Transfer Learning.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Automated design evaluation on layout of Piping and Instrumentation Diagram using Histogram of Connectivity.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
The Pareto Principle Is Everywhere: Finding Informative Sentences for Opinion Summarization Through Leader Detection.
Proceedings of the Recommendation and Search in Social Networks, 2015

Supervised Representation Learning: Transfer Learning with Deep Autoencoders.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Short and Sparse Text Topic Modeling via Self-Aggregation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Heterogeneous Multi-task Semantic Feature Learning for Classification.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Semi-supervised Domain Adaptation on Manifolds.
IEEE Trans. Neural Netw. Learning Syst., 2014

Adaptation Regularization: A General Framework for Transfer Learning.
IEEE Trans. Knowl. Data Eng., 2014

Extended Spectral Regression for efficient scene recognition.
Pattern Recognition, 2014

Transfer Learning with Multiple Sources via Consensus Regularized Autoencoders.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Riemannian Pursuit for Big Matrix Recovery.
Proceedings of the 31th International Conference on Machine Learning, 2014

Exploiting Social Relations and Sentiment for Stock Prediction.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Heterogeneous Domain Adaptation for Multiple Classes.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Hybrid Heterogeneous Transfer Learning through Deep Learning.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Source Free Transfer Learning for Text Classification.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Transfer Learning.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Transfer joint embedding for cross-domain named entity recognition.
ACM Trans. Inf. Syst., 2013

Transfer learning with applications on text, sensors and images.
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems, 2013

Transfer defect learning.
Proceedings of the 35th International Conference on Software Engineering, 2013

Predicting user activity level in social networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Graph-based informative-sentence selection for opinion summarization.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Active Transfer Learning for Cross-System Recommendation.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Multi-view Positive and Unlabeled Learning.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

Multi-domain active learning for text classification.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Cross-Domain Co-Extraction of Sentiment and Topic Lexicons.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Multitask Learning for Protein Subcellular Location Prediction.
IEEE/ACM Trans. Comput. Biology Bioinform., 2011

A Unified Event Coreference Resolution by Integrating Multiple Resolvers.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Source-Selection-Free Transfer Learning.
Proceedings of the IJCAI 2011, 2011

Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Heterogeneous Transfer Learning for Image Classification.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
A Survey on Transfer Learning.
IEEE Trans. Knowl. Data Eng., 2010

Cross-domain sentiment classification via spectral feature alignment.
Proceedings of the 19th International Conference on World Wide Web, 2010

Adaptive Transfer Learning.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Domain Adaptation via Transfer Component Analysis.
Proceedings of the IJCAI 2009, 2009

Knowledge Transfer among Heterogeneous Information Networks.
Proceedings of the ICDM Workshops 2009, 2009

2008
Estimating Location Using Wi-Fi.
IEEE Intelligent Systems, 2008

Digital Wall: A Power-efficient Solution for Location-based Data Sharing.
Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008

Real world activity recognition with multiple goals.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Transferring Multi-device Localization Models using Latent Multi-task Learning.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Transferring Localization Models across Space.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Transfer Learning via Dimensionality Reduction.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Mining competent case bases for case-based reasoning.
Artif. Intell., 2007

Domain-constrained semi-supervised mining of tracking models in sensor networks.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Online Co-Localization in Indoor Wireless Networks by Dimension Reduction.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2005
Preprocessing Time Series Data for Classification with Application to CRM.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005


  Loading...