Sinno Jialin Pan

34.4k total citations · 8 hit papers
120 papers, 22.4k citations indexed

About

Sinno Jialin Pan is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering. According to data from OpenAlex, Sinno Jialin Pan has authored 120 papers receiving a total of 22.4k indexed citations (citations by other indexed papers that have themselves been cited), including 81 papers in Artificial Intelligence, 35 papers in Computer Vision and Pattern Recognition and 18 papers in Electrical and Electronic Engineering. Recurrent topics in Sinno Jialin Pan's work include Domain Adaptation and Few-Shot Learning (39 papers), Topic Modeling (26 papers) and Multimodal Machine Learning Applications (17 papers). Sinno Jialin Pan is often cited by papers focused on Domain Adaptation and Few-Shot Learning (39 papers), Topic Modeling (26 papers) and Multimodal Machine Learning Applications (17 papers). Sinno Jialin Pan collaborates with scholars based in Singapore, Hong Kong and China. Sinno Jialin Pan's co-authors include Qiang Yang, Wenya Wang, Haoliang Li, Alex C. Kot, James T. Kwok, Shiqi Wang, Daniel Dahlmeier, Xiaokui Xiao, Sunghun Kim and Jaechang Nam and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and IEEE Transactions on Software Engineering.

In The Last Decade

Sinno Jialin Pan

115 papers receiving 21.7k citations

Hit Papers

A Survey on Transfer Learning 2008 2026 2014 2020 2009 2018 2010 2013 2008 5.0k 10.0k 15.0k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sinno Jialin Pan Singapore 41 11.9k 5.8k 1.9k 1.9k 1.5k 120 22.4k
Nitish Srivastava United States 15 10.4k 0.9× 7.6k 1.3× 2.1k 1.1× 1.3k 0.7× 1.6k 1.1× 21 25.0k
Ian Goodfellow United States 25 10.7k 0.9× 6.3k 1.1× 1.8k 0.9× 972 0.5× 1.2k 0.8× 37 21.3k
Laurens van der Maaten Netherlands 29 13.6k 1.1× 11.2k 1.9× 1.4k 0.7× 1.5k 0.8× 1.5k 1.0× 62 32.4k
Isabelle Guyon United States 35 8.8k 0.7× 6.3k 1.1× 1.2k 0.6× 1.3k 0.7× 917 0.6× 116 21.9k
Peter Flach United Kingdom 45 9.5k 0.8× 6.1k 1.1× 1.3k 0.7× 1.9k 1.0× 980 0.7× 218 20.9k
Salvador García Spain 55 19.6k 1.6× 3.9k 0.7× 2.8k 1.5× 3.1k 1.7× 779 0.5× 175 29.1k
Aboul Ella Hassanien Egypt 69 8.0k 0.7× 3.8k 0.7× 2.0k 1.0× 1.7k 0.9× 1.7k 1.2× 669 19.5k
Chih-Chung Chang Taiwan 8 10.0k 0.8× 9.3k 1.6× 2.1k 1.1× 1.9k 1.0× 1.2k 0.8× 9 30.9k
Hugo Larochelle Canada 35 10.6k 0.9× 8.7k 1.5× 2.9k 1.5× 794 0.4× 1.5k 1.1× 77 20.6k
Alexander J. Smola United States 42 11.8k 1.0× 8.8k 1.5× 1.3k 0.7× 2.5k 1.3× 578 0.4× 100 25.2k

Countries citing papers authored by Sinno Jialin Pan

Since Specialization
Citations

This map shows the geographic impact of Sinno Jialin Pan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sinno Jialin Pan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sinno Jialin Pan more than expected).

Fields of papers citing papers by Sinno Jialin Pan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sinno Jialin Pan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sinno Jialin Pan. The network helps show where Sinno Jialin Pan may publish in the future.

Co-authorship network of co-authors of Sinno Jialin Pan

This figure shows the co-authorship network connecting the top 25 collaborators of Sinno Jialin Pan. A scholar is included among the top collaborators of Sinno Jialin Pan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sinno Jialin Pan. Sinno Jialin Pan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Pan, Sinno Jialin, et al.. (2025). Corpus machine translation system based on compaction algorithm and self-attention mechanism model. Neural Computing and Applications. 37(34). 28479–28494.
2.
Pan, Sinno Jialin, et al.. (2024). Graph Principal Flow Network for Conditional Graph Generation. 768–779.
3.
Wang, Yansheng, Yongxin Tong, Zimu Zhou, et al.. (2023). Distribution-Regularized Federated Learning on Non-IID Data. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 2113–2125. 11 indexed citations
4.
Wang, Wenya, et al.. (2023). Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. 6525–6542. 6 indexed citations
5.
Wang, Wenya, et al.. (2020). Deep Weighted MaxSAT for Aspect-based Opinion Extraction. 5618–5628. 17 indexed citations
6.
Huang, Long-Kai & Sinno Jialin Pan. (2020). Communication-Efficient Distributed PCA by Riemannian Optimization. International Conference on Machine Learning. 1. 4465–4474. 5 indexed citations
7.
Chen, Shangyu, et al.. (2020). Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning. Neural Information Processing Systems. 33. 14747–14758. 7 indexed citations
8.
Chen, Shangyu, Wenya Wang, & Sinno Jialin Pan. (2019). MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization. Neural Information Processing Systems. 32. 3916–3926. 13 indexed citations
9.
Li, Haoliang, Sinno Jialin Pan, Shiqi Wang, & Alex C. Kot. (2019). Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization. IEEE Transactions on Neural Networks and Learning Systems. 31(3). 984–996. 33 indexed citations
10.
Lu, Zhongqi, et al.. (2016). Collaborative evolution for user profiling in recommender systems. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 3804–3810. 23 indexed citations
11.
Huang, Long-Kai & Sinno Jialin Pan. (2016). Class-wise supervised hashing with label embedding and active bits. International Joint Conference on Artificial Intelligence. 1585–1591. 8 indexed citations
12.
Quan, Xiaojun, Chunyu Kit, Yong Ge, & Sinno Jialin Pan. (2015). Short and sparse text topic modeling via self-aggregation. CityU Scholars. 2270–2276. 103 indexed citations
13.
Si, Jianfeng, Arjun Mukherjee, Bing Liu, et al.. (2014). Exploiting Social Relations and Sentiment for Stock Prediction. 1139–1145. 46 indexed citations
14.
Li, Fangtao, Sinno Jialin Pan, Ou Jin, Qiang Yang, & Xiaoyan Zhu. (2012). Cross-Domain Co-Extraction of Sentiment and Topic Lexicons. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 1. 410–419. 86 indexed citations
15.
Zhou, Joey Tianyi, Sinno Jialin Pan, Qi Mao, & Ivor W. Tsang. (2012). Multi-view Positive and Unlabeled Learning. DR-NTU (Nanyang Technological University). 555–570. 12 indexed citations
16.
Xiang, Evan Wei, Sinno Jialin Pan, Weike Pan, Jian Su, & Qiang Yang. (2011). Source-selection-free transfer learning. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 13 indexed citations
17.
Chen, Bin, Jian Su, Sinno Jialin Pan, & Chew Lim Tan. (2011). A Unified Event Coreference Resolution by Integrating Multiple Resolvers. International Joint Conference on Natural Language Processing. 102–110. 19 indexed citations
18.
Pan, Sinno Jialin, et al.. (2008). Transfer learning for WiFi-based indoor localization. National Conference on Artificial Intelligence. 43. 60 indexed citations
19.
Zheng, Vincent W., Sinno Jialin Pan, Qiang Yang, & Jeffrey Junfeng Pan. (2008). Transferring multi-device localization models using latent multi-task learning. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 3. 1427–1432. 63 indexed citations
20.
Pan, Jeffrey Junfeng, Qiang Yang, & Sinno Jialin Pan. (2007). Online co-localization in indoor wireless networks by dimension reduction. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 2. 1102–1107. 12 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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