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Sinno Jialin Pan | Researchclopedia

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Sinno Jialin Pan

Chinese University of Hong Kong ORCID

200

Works

34,378

Citations

53

h-index

111

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Topic Modeling Multimodal Machine Learning Applications

Affiliations

Agency for Science, Technology and Research2011–2016

Sun Yat-sen University2005–2005

National University of Singapore2022–2022

Nanyang Technological University2015–2023

Chinese University of Hong Kong2023–2026

Top Works

A Survey on Transfer Learning

Sinno Jialin Pan,Qiang Yang

200922,703 citations

Sentiment Analysis and Opinion Mining

Machine Learning and ELM

Domain Generalization with Adversarial Feature Learning

Haoliang Li,Sinno Jialin Pan,et al.

20181,207 citations

Cross-domain sentiment classification via spectral feature alignment

Sinno Jialin Pan,Xiaochuan Ni,et al.

2010790 citations

Adaptation Regularization: A General Framework for Transfer Learning

Mingsheng Long,Jianmin Wang,et al.

2013629 citations

Transfer learning via dimensionality reduction

Sinno Jialin Pan,James T. Kwok,et al.

2008601 citations

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

Wenya Wang,Sinno Jialin Pan,et al.

2017438 citations

Transfer defect learning

Jaechang Nam,Sinno Jialin Pan,et al.

2013434 citations

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis

Wenya Wang,Sinno Jialin Pan,et al.

2016424 citations

Heterogeneous Transfer Learning for Image Classification

Yin Zhu,Yuqiang Chen,et al.

2011381 citations