Chuanqi Tan
I received Ph.D. degree in Computer Sciences and Technology from Tsinghua University in July 2019, under the supervision of Prof. Fuchun Sun.
I am currently focused on research and development in the field of LLMs and their applications. I am also a Post-doctoral Fellow at The University of Hong Kong, under the supervision of Prof. Dong Xu.
My research interests include: Deep Learning, Transfer Learning, Computer Vision, BCI, LLM and Robot.
Work Experience
- CTO at DeepAI, in 2023-2024.
- Senior algorithm researcher at Tencent, in 2019-2022.
- Visiting scholar at The University of Sydney, with the support of CSC Scholarship in 2018-2019.
- Leader of technical department at TDRH education, in 2014-2015.
- Senior research & develop engineer at Baidu, in 2013-2014.
- Research & develop engineer at China Search, in 2012-2013.
Selected Publications
Full paper list can be found on Google Scholar:
- (ICCV 2021) Meta Gradient Adversarial Attack.
- (T-IP) Cross-Modal Knowledge Adaptation for Language-Based Person Search.
- (T-CSVT) Show, tell and summarize: Dense video captioning using visual cue aided sentence summarization.
- (T-IP) Feature pyramid reconfiguration with consistent loss for object detection.
- (ICASSP 2019) Attention based Transfer Learning for Brain Computer Interface.
- (IJARS) Autoencoder-based transfer learning in brain–computer interface for rehabilitation robot.
- (ICANN 2018) A Survey on Deep Transfer Learning.
- (T-FS) LDS-FCM: A linear dynamical system based fuzzy C-means method for tactile recognition.
- (T-CSDS) Fused Fuzzy Petri Nets: A Shared Control Method for Brain–Computer Interface Systems.
- (ICASSP 2018) Deep Transfer Learning for EEG-based Brain Computer Interface.
- (ICONIP 2017) Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography. (Best Student Paper Award)
Academic Services
- Reviewer of Journal: Nature Communications, IEEE RA-L, IEEE T-II, IJARS, IJ-BHI, JCAS, JJCIT, KAIS, Neurocomputing, IEEE Access
- Reviewer of Conference: AAAI, IJCNN, IROS, ICANN, ICONIP, ICCSIP, IEEE-MFi, IEEE-CYBER
- Program Committee: IEEE-CYBER 2018, ICANN 2019, ICONIP 2019, ICONIP 2021
Awards
- Excellence Research Award of Tencent, 2020
- Outstanding Contributor of Tencent, 2020
- CSC Scholarship, 2018
- Best Student Paper Award from ICONIP, 2017
- Excellent Graduate Student of BIT, 2011
- IBM Blue Road Award, 2011
- BIT Scholarship, 2009
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