Sinno Jialin Pan

Haizhou Li, Cyrus Shahabi, Sinno Jialin Pan, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

WOLoc: WiFi-only outdoor localization using crowdsensed hotspot labels

Jun Luo, Sinno Jialin Pan, Jin Wang, 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

Transfer learning with applications on text, sensors and images

Sinno Jialin Pan, 2013, MLIS '13.

Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning

Sinno Jialin Pan, Jianda Chen, Shangyu Chen, 2020, NeurIPS.

Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support

Cuntai Guan, Feng Zhang, Sinno Jialin Pan, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis

Xiaokui Xiao, Sinno Jialin Pan, Daniel Dahlmeier, 2016, EMNLP.

SC2Net: Sparse LSTMs for Sparse Coding

Ivor W. Tsang, Yong Liu, Hao Yang, 2018, AAAI.

Learning-Based Outdoor Localization Exploiting Crowd-Labeled WiFi Hotspots

Jun Luo, Sinno Jialin Pan, Jin Wang, 2019, IEEE Transactions on Mobile Computing.

Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II

Raymond Chi-Wing Wong, Yuzuru Tanaka, Ee-Peng Lim, 2020, PAKDD.

Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning

Qiang Yang, James T. Kwok, Sinno Jialin Pan, 2007, AAAI.

Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction

Sinno Jialin Pan, Wenya Wang, Wenya Wang, 2018, ACL.

A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition

Chunyan Miao, Sinno Jialin Pan, Hangwei Qian, 2019, IJCAI.

Mining competent case bases for case-based reasoning

Qiang Yang, Rong Pan, Sinno Jialin Pan, 2007, Artif. Intell..

Counting via LED sensing: Inferring occupancy using lighting infrastructure

Jun Luo, Jie Hao, Sinno Jialin Pan, 2018, Pervasive Mob. Comput..

Domain Adaptive Semantic Segmentation Through Structure Enhancement

Fengmao Lv, Guowu Yang, Guosheng Lin, 2018, ECCV Workshops.

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms

Xiaokui Xiao, Sinno Jialin Pan, Daniel Dahlmeier, 2017, AAAI.

Multi-view Positive and Unlabeled Learning

Ivor W. Tsang, Sinno Jialin Pan, Joey Tianyi Zhou, 2012, ACML.

Distributed Multi-Task Relationship Learning

Sinno Jialin Pan, Sulin Liu, Qirong Ho, 2017, KDD.

Weakly-supervised sensor-based activity segmentation and recognition via learning from distributions

Chunyan Miao, Sinno Jialin Pan, Hangwei Qian, 2021, Artif. Intell..

Digital Wall: A Power-efficient Solution for Location-based Data Sharing

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom).

Cross-domain sentiment classification via spectral feature alignment

Qiang Yang, Zheng Chen, Jian-Tao Sun, 2010, WWW '10.

Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part I

Raymond Chi-Wing Wong, Yuzuru Tanaka, Ee-Peng Lim, 2020, PAKDD.

Matrix Factorization+ for Movie Recommendation

Qiang Yang, Zhongqi Lu, Sinno Jialin Pan, 2016, IJCAI.

Supervised Representation Learning: Transfer Learning with Deep Autoencoders

Fuzhen Zhuang, Qing He, Ping Luo, 2015, IJCAI.

Extended Spectral Regression for efficient scene recognition

Joo-Hwee Lim, Liyuan Li, Sinno Jialin Pan, 2014, Pattern Recognit..

Heterogeneous Multi-task Semantic Feature Learning for Classification

Fuzhen Zhuang, Qing He, Ping Luo, 2015, CIKM.

Predicting user activity level in social networks

Qiang Yang, Xiao Wang, Sinno Jialin Pan, 2013, CIKM.

Transfer Value Iteration Networks pdf

Sinno Jialin Pan, Junyi Shen, Jin Xu, 2019, AAAI.

Heterogeneous Domain Adaptation for Multiple Classes

Ivor W. Tsang, Mingkui Tan, Sinno Jialin Pan, 2014, AISTATS.

Memory networks for fine-grained opinion mining

Sinno Jialin Pan, Daniel Dahlmeier, Wenya Wang, 2018, Artif. Intell..

Cross-Domain Co-Extraction of Sentiment and Topic Lexicons

Qiang Yang, Xiaoyan Zhu, Sinno Jialin Pan, 2012, ACL.

Communication-Efficient Distributed PCA by Riemannian Optimization

Sinno Jialin Pan, Long-Kai Huang, Sinno J. Pan, 2020, ICML.

Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon

Xin Dong, Sinno Jialin Pan, Shangyu Chen, 2017, NIPS.

Active Transfer Learning for Cross-System Recommendation

Qiang Yang, Zhongqi Lu, Sinno Jialin Pan, 2013, AAAI.

Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

Shiqi Wang, Sinno Jialin Pan, Haoliang Li, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Preprocessing Time Series Data for Classification with Application to CRM

Yiming Yang, Qiang Yang, Lei Li, 2005, Australian Conference on Artificial Intelligence.

Transferring Multi-device Localization Models using Latent Multi-task Learning

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, AAAI.

Online Co-Localization in Indoor Wireless Networks by Dimension Reduction

Qiang Yang, Sinno Jialin Pan, Jeffrey Junfeng Pan, 2007, AAAI.

A Unified Framework for Metric Transfer Learning

Hui Xiong, Qingyao Wu, Huaqing Min, 2017, IEEE Transactions on Knowledge and Data Engineering.

Transfer Hashing with Privileged Information

Ivor W. Tsang, Zheng Qin, Sinno Jialin Pan, 2016, IJCAI.

Reinforcement Learning with Efficient Active Feature Acquisition pdf

Sebastian Tschiatschek, Cheng Zhang, Sinno Jialin Pan, 2020, ArXiv.

Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization

Qiang Yang, Lionel M. Ni, Jie Yin, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Riemannian Pursuit for Big Matrix Recovery

Ivor W. Tsang, Mingkui Tan, Sinno Jialin Pan, 2014, ICML.

Multi-task memory networks for category-specific aspect and opinion terms co-extraction

Sinno Jialin Pan, Daniel Dahlmeier, Wenya Wang, 2017 .

CeilingSee: Device-free occupancy inference through lighting infrastructure based LED sensing

Jun Luo, Jie Hao, Sinno Jialin Pan, 2017, 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom).

Transfer Learning with PipNet: For Automated Visual Analysis of Piping Design

Dimitrios Pantazis, Sinno Jialin Pan, I-Ming Chen, 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering (CASE).

Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning

Fuzhen Zhuang, Qing He, Ping Luo, 2017, ACM Trans. Intell. Syst. Technol..

Communication-efficient distributed multi-task learning with matrix sparsity regularization

Sinno Jialin Pan, Qiang Zhou, Yu Chen, 2019, Machine Learning.

Transfer Learning

Sinno Jialin Pan, 2020, Data Classification: Algorithms and Applications.

Integrating Deep Learning with Logic Fusion for Information Extraction

Sinno Jialin Pan, Wenya Wang, Wenya Wang, 2019, AAAI.

Adaptive Transfer Learning

Qiang Yang, Bin Cao, Dit-Yan Yeung, 2010, AAAI.

Estimating Location Using Wi-Fi

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, IEEE Intelligent Systems.

Ensemble of Anchor Adapters for Transfer Learning

Hui Xiong, Fuzhen Zhuang, Qing He, 2016, CIKM.

Class-Wise Supervised Hashing with Label Embedding and Active Bits

Sinno Jialin Pan, Long-Kai Huang, Long-Kai Huang, 2016, IJCAI.

Domain Generalization with Adversarial Feature Learning

Alex ChiChung Kot, Shiqi Wang, Sinno Jialin Pan, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Domain-constrained semi-supervised mining of tracking models in sensor networks

Qiang Yang, Rong Pan, Sinno Jialin Pan, 2007, KDD '07.

Source Free Transfer Learning for Text Classification

Qiang Yang, Zhongqi Lu, Sinno Jialin Pan, 2014, AAAI.

Syntactically-Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction

Sinno Jialin Pan, Wenya Wang, Wenya Wang, 2020, Computational Linguistics.

MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization

Sinno Jialin Pan, Shangyu Chen, Wenya Wang, 2019, NeurIPS.

Transfer defect learning

Sinno Jialin Pan, Jaechang Nam, Sunghun Kim, 2013, 2013 35th International Conference on Software Engineering (ICSE).

A unified framework of active transfer learning for cross-system recommendation

Qiang Yang, Sinno Jialin Pan, Lili Zhao, 2017, Artif. Intell..

Distant Domain Transfer Learning

Qiang Yang, Sinno Jialin Pan, Ben Tan, 2017, AAAI.

A Unified Event Coreference Resolution by Integrating Multiple Resolvers

Jian Su, Bin Chen, Chew Lim Tan, 2011, IJCNLP.

Domain Adaptation via Transfer Component Analysis

Ivor W. Tsang, Qiang Yang, James T. Kwok, 2009, IEEE Transactions on Neural Networks.

Weakly-Supervised Cross-Domain Road Scene Segmentation via Multi-Level Curriculum Adaptation

Fengmao Lv, Guowu Yang, Guosheng Lin, 2021, IEEE Transactions on Circuits and Systems for Video Technology.

Heterogeneous Transfer Learning for Image Classification

Qiang Yang, Yong Yu, Yuqiang Chen, 2011, AAAI.

HYDRA: Massively Compositional Model for Cross-Project Defect Prediction

David Lo, Xin Xia, Nachiappan Nagappan, 2016, IEEE Transactions on Software Engineering.

Automated design evaluation on layout of Piping and Instrumentation Diagram using Histogram of Connectivity

Sinno Jialin Pan, I-Ming Chen, Hoon Kiang Tan, 2016, 2016 IEEE International Conference on Automation Science and Engineering (CASE).

Sensor-Based Activity Recognition via Learning From Distributions

Chunyan Miao, Sinno Jialin Pan, Hangwei Qian, 2018, AAAI.

Short and Sparse Text Topic Modeling via Self-Aggregation

Sinno Jialin Pan, Chunyu Kit, Yong Ge, 2015, IJCAI.

Learning recursive HTN-method structures for planning

Qiang Yang, Rong Pan, Sinno Jialin Pan, 2007 .

Source-Selection-Free Transfer Learning

Jian Su, Qiang Yang, Sinno Jialin Pan, 2011, IJCAI.

A Survey on Transfer Learning

Qiang Yang, Sinno Jialin Pan, Qiang Yang, 2010, IEEE Transactions on Knowledge and Data Engineering.

Multi-class Heterogeneous Domain Adaptation

Ivor W. Tsang, Mingkui Tan, Sinno Jialin Pan, 2019, J. Mach. Learn. Res..

Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay

Sinno Jialin Pan, Haiyan Yin, Haiyan Yin, 2017, AAAI.

Outdoor localization using hotspot labels

Jin Wang, Sinno Jialin Pan, Jun Luo, 2016 .

Transfer Learning in Recommender Systems

Sinno Jialin Pan, Wenyuan Dai, Qiang Yang, 2020, Transfer Learning.

Hybrid Heterogeneous Transfer Learning through Deep Learning

Ivor W. Tsang, Yan Yan, Sinno Jialin Pan, 2014, AAAI.

Cooperative Pruning in Cross-Domain Deep Neural Network Compression

Sinno Jialin Pan, Wenya Wang, Shangyu Chen, 2019, IJCAI.

Communication-Efficient Distributed Primal-Dual Algorithm for Saddle Point Problem

Sinno Jialin Pan, Yaodong Yu, Sulin Liu, 2017, UAI.

Multitask Learning for Protein Subcellular Location Prediction

Qiang Yang, Sinno Jialin Pan, Hong Xue, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Analysis With Histogram of Connectivity: For Automated Evaluation of Piping Layout

Sinno Jialin Pan, I-Ming Chen, Wei Chian Tan, 2018, IEEE Transactions on Automation Science and Engineering.

Transfer joint embedding for cross-domain named entity recognition

Jian Su, Sinno Jialin Pan, Zhiqiang Toh, 2013, TOIS.

The Pareto Principle Is Everywhere: Finding Informative Sentences for Opinion Summarization Through Leader Detection

Haizhou Li, Cyrus Shahabi, Sinno Jialin Pan, 2015, Recommendation and Search in Social Networks.

Transition-based Adversarial Network for Cross-lingual Aspect Extraction

Sinno Jialin Pan, Wenya Wang, 2018, IJCAI.

Transfer Learning via Dimensionality Reduction

Qiang Yang, James T. Kwok, Sinno Jialin Pan, 2008, AAAI.

Knowledge Transfer among Heterogeneous Information Networks

Qiang Yang, Sinno Jialin Pan, Evan Wei Xiang, 2009, 2009 IEEE International Conference on Data Mining Workshops.

Exploiting Social Relations and Sentiment for Stock Prediction

Qing Li, Arjun Mukherjee, Sinno Jialin Pan, 2014, EMNLP.

Adaptive Group Sparse Multi-task Learning via Trace Lasso

Sinno Jialin Pan, Sulin Liu, Sulin Liu, 2017, IJCAI.

EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting

Sinno Jialin Pan, Chenjuan Guo, Tung Kieu, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks

Sinno Jialin Pan, Yu Chen, 2021, AAAI.

Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition

Chunyan Miao, Sinno Jialin Pan, Hangwei Qian, 2021, AAAI.

Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions

Sinno Jialin Pan, Yiping Ke, Tianbo Li, 2021, KDD.

Sequential Generative Exploration Model for Partially Observable Reinforcement Learning

Sebastian Tschiatschek, Sinno Jialin Pan, Haiyan Yin, 2021, AAAI.

Adaptive Group Sparse Multitask Learning via Trace Lasso Sulin

Sinno Jialin Pan, Sulin Liu, 2017 .

Distributed MultiTask Relationship Learning

Sinno Jialin Pan, Qirong Ho, Sulin Liu, 2022 .

Supplementary Materials for "Riemannian Pursuit for Big Matrix Recovery"

Sinno Jialin Pan, I. Tsang, Bart Vandereycken, 2014 .

Syntactically Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction

Sinno Jialin Pan, Wenya Wang, 2019, Computational Linguistics.

An End-to-End Sparse Coding

Sinno Jialin Pan, Joey Tianyi Zhou, I. Tsang, 2017 .

Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension

Sinno Jialin Pan, Wenya Wang, Wenya Wang, 2022, ACL.

Domain Confused Contrastive Learning for Unsupervised Domain Adaptation

Sinno Jialin Pan, Wenya Wang, Quanyu Long, 2022, NAACL.

Domain Adaptation via Transfer Component Analysis — Source link

Sinno Jialin Pan, I. Tsang, J. Kwok, 2022 .

L EARNING G ENERALIZABLE R EPRESENTATIONS FOR R EINFORCEMENT L EARNING VIA A DAPTIVE M ETA LEARNER OF B EHAVIORAL S IMILARITIES

Sinno Jialin Pan, Jianda Chen, Behavioral Similarities, 2022 .

Convergence Analysis of Linear Coupling with Inexact Proximal Operator

Sinno Jialin Pan, Qiang Zhou, 2022, UAI.

Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization

Sinno Jialin Pan, Danni Peng, 2022, ArXiv.

Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition

Sinno Jialin Pan, Wang Lu, Jindong Wang, 2022, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities

Sinno Jialin Pan, Jianda Chen, 2022, ICLR.

Fast Graph Generative Model via Spectral Diffusion

Sinno Jialin Pan, Tianze Luo, Zhanfeng Mo, 2022, 2211.08892.

Privacy-Preserving Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Model-Based Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

AutoTL: Learning to Transfer Automatically

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning in Reinforcement Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Transfer Learning in Dialogue Systems

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Feature-Based Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning in Natural Language Processing

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data

Sinno Jialin Pan, Wenya Wang, Sinno Pan, 2019, AAAI.

Connecting nuclear architecture and genomic function

Sinno Jialin Pan, P. Cheng, R. Berezney, 1996, Journal of cellular biochemistry.

Distribution-Based Semi-Supervised Learning for Activity Recognition

Chunyan Miao, Sinno Jialin Pan, Sinno Pan, 2019, AAAI.

AdaRNN: Adaptive Learning and Forecasting of Time Series

Sinno Jialin Pan, Jindong Wang, Wenjie Feng, 2021, CIKM.

Fast Graph Generation via Spectral Diffusion

Sinno Jialin Pan, Tianze Luo, Zhanfeng Mo, 2022, ArXiv.

Accelerate Learning of Deep Hashing With Gradient Attention

Sinno Jialin Pan, Sinno Pan, Long-Kai Huang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Sentiment Analysis in the Era of Large Language Models: A Reality Check

Sinno Jialin Pan, Lidong Bing, Bing-Quan Liu, 2023, ArXiv.

A Broadband Current Sensing Device Based on Tunnel Junction Magnetoresistance Sensor for Smart Grid Applications

Sinno Jialin Pan, Jinliang He, Jun Hu, 2022, 2022 IEEE International Conference on High Voltage Engineering and Applications (ICHVE).

Clustered Task-Aware Meta-Learning by Learning From Learning Paths

Sinno Jialin Pan, Danni Peng, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Learning an Adaptive Meta Model-Generator for Incrementally Updating Recommender Systems

Sinno Jialin Pan, Anxiang Zeng, Jie Zhang, 2021, RecSys.

Modeling Trajectories with Multi-task Learning

Sinno Jialin Pan, Sijie Ruan, Kaijun Liu, 2022, 2022 23rd IEEE International Conference on Mobile Data Management (MDM).

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis

Sinno Jialin Pan, Lidong Bing, Wenxuan Zhang, 2023, ACL.

Adaptive Transfer Learning

Sinno Jialin Pan, D. Yeung, Qiang Yang, 2010 .

Tracking Mobile Users in Wireless Networks via Semi-Supervised Co-Localization

Sinno Jialin Pan, Jeffrey Junfeng Pan, Qiang Yang, 2011 .

Deep Weighted MaxSAT for Aspect-based Opinion Extraction

Sinno Jialin Pan, Meixi Wu, Wenya Wang, 2020, EMNLP.

Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction

Sinno Jialin Pan, Wenya Wang, Sinno Pan, 2019, AAAI.

Variational Deep Logic Network for Joint Inference of Entities and Relations

Sinno Jialin Pan, Wenya Wang, Sinno Jialin Pan, 2021, CL.

Transfer Learning

Sinno Jialin Pan, 2020, Encyclopedia of Machine Learning and Data Mining.

Transfer Learning in Reinforcement Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning

Sinno Jialin Pan, Yu Zhang, Wenyuan Dai, 2020, Computer Vision.

Trustworthy Machine Learning: Robustness, Generalization, and Interpretability

Sinno Jialin Pan, Hao Li, Jindong Wang, 2023, KDD.

A Tutorial on Domain Generalization

Sinno Jialin Pan, Jindong Wang, Haoliang Li, 2023, WSDM.

Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint

Sinno Jialin Pan, Haosen Shi, Zhanfeng Mo, 2023, ICML.

A Tutorial on Domain Generalization

Sinno Jialin Pan, Jindong Wang, Haoliang Li, 2023, WSDM.

Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning

Sinno Jialin Pan, Jianda Chen, 2022, NeurIPS.

Two‐photon laser scanning fluorescence microscopy‐from a fluorophore and specimen perspective

Sinno Jialin Pan, J. Bhawalkar, A. Shih, 1996 .