- Associate Editor, ACM Transactions on Intelligent Systems and Technology (ACM TIST) (Aug 2021 – present)
- Associate Editor, Artificial Intelligence (AIJ) (Jan 2021 – present)
- Associate Editor, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) (Sep 2020 – present)
Biography
Prof. Sinno Jialin Pan is a Professor of Computer Science and Engineering at the Chinese University of Hong Kong (CUHK) in Hong Kong. Before joining CUHK, he was a Provost’s Chair Professor of Computer Science and Engineering at Nanyang Technological University (NTU) in Singapore. He received his Ph.D. in computer science from the Hong Kong University of Science and Technology (HKUST) in 2011. He was a scientist and Lab Head of text analytics with the Data Analytics Department at the Institute for Infocomm Research in Singapore from 2010 to 2014. After that, he joined NTU as a Nanyang Assistant Professor (university named assistant professor) in 2014 and was promoted to Associate Professor and Professor in 2019 and 2022, respectively. He was appointed as a Provost’s Chair in Computer Science and Engineering in 2019. He was named “AI 10 to Watch” by the IEEE Intelligent Systems magazine in 2018. He serves as an Associate Editor for IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Artificial Intelligence (AIJ), and ACM Transactions on Intelligent Systems and Technology (TIST).
- Sinno Jialin Pan, Qiang Yang: A Survey on Transfer Learning. EEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Volume 22, No. 10, Pages 1345-1359, October 2010
- Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, and Qiang Yang.: Domain Adaptation via Transfer Component Analysis. IEEE Transactions on Neural Networks 22 (2), Pages 199-210, February 2011
- Sinno Jialin Pan, Xiaochuan Ni, Jian-Tao Sun, Qiang Yang, and Zheng Chen: Cross-domain Sentiment Classification via Spectral Feature Alignment. Proceedings of the 19th international conference on world wide web (WWW), Pages 751-760, 2010
- Sinno Jialin Pan, James T. Kwok, Qiang Yang: Transfer Learning via Dimensionality Reduction. Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI), Pages 677-682, 2008
- Haoliang Li, Sinno Jialin Pan, Shiqi Wang, and Alex C. Kot: Domain generalization with adversarial feature learning. roceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Pages 5400-5409, 2018
- Qiang Zhou and Sinno Jialin Pan: On Acceleration for Convex Composite Minimization with Noise-Corrupted Gradients and Approximate Proximal Mapping. Journal of Machine Learning Research (JMLR), Volume 23, NO. 223, Pages 1-59, 2022
- Jianda Chen and Sinno Jialin Pan: Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning. Advances in Neural Information Processing Systems 35 (NeurIPS), 2022
- Wenya Wang and Sinno Jialin Pan: Variational Deep Logic Network for Joint Inference of Entities and Relations. Computational Linguistics (CL), Volume 47, NO. 4, Pages 775-812, 2021
- Long-Kai Huang and Sinno Jialin Pan: Communication-Efficient Distributed PCA by Riemannian Optimization. Proceedings of the 37th International Conference on Machine Learning (ICML), Pages 4465-4474, 2020
- Wenya Wang and Sinno Jialin Pan: Syntactically-Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction. Computational Linguistics (CL), Volume 45, Issue 4, Pages 705-736, 2019
- 2020 AI 2000 Most Influential Scholar Award in AAAI/IJCAI, recognized by AMiner.org --- the top 10 most cited scholars from the top venues (AAAI/IJCAI) of the field of AI over the past 10 years (2009 – 2019)
- Named to "AI's 10 to Watch" by the IEEE Intelligent Systems magazine in 2018
- 2018 AMiner Top 10 Most Influential Scholar Award in Artificial Intelligence, recognized by AMiner.org --- the top 10 most cited scholars from the top venues (AAAI/IJCAI) of the field of AI over the past 10 years (2007 – 2017)