|
I am a Senior Applied Research Scientist in the AMD GenAI team. I received my Ph.D degree from Department of Electrical and Computer Engineering, Johns Hopkins University in 2024, advised by Prof. Rama Chellappa. I was awarded the Amazon AI2AI Fellowship in 2023. I received my BSE degree from Department of Automation, Tsinghua University in 2019 advised by Prof. Jianjiang Feng and Prof. Jie Zhou. In summer 2023, I interned at Microsoft Azure AI with Dr. Jianfeng Wang working on multi-modal large language models. In summer 2022, I worked as an Applied Scientist Intern at Amazon AWS AI working on vision-language models mentored by Dr. Hui Ding, Dr. Zhaowei Cai, and Dr. Yuting Zhang. I've also worked as a Deep Learning Research Scientist Intern at Subtle Medical developing novel Transformer-based magnetic resonance imaging (MRI) algorithms. |
|
|
My current research interests include large language models, vision-language models, and trustworthy AI. I lead the development of Instella, a series of fully open language models at AMD. We are hiring full-time research scientists and research interns in all areas of generative AI. Feel free to drop me an email with your CV if interested. Research collaborations are also welcome! |
|
|
|
|
Prakamya Mishra, Jiang Liu, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum EMNLP Main Conference, 2025 Project Page / arXiv / Data |
|
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, and Emad Barsoum EMNLP Findings, 2025 Project Page / arXiv / code / bibtex |
|
Ze Wang, Hao Chen, Benran Hu, Jiang Liu, Ximeng Sun, Jialian Wu, Yusheng Su, Xiaodong Yu, Emad Barsoum, Zicheng Liu Tech Report, 2025 Blog / Code / arXiv / Huggingface |
|
Xiaodong Yu, Jiang Liu, Yusheng Su, Gowtham Ramesh, Zicheng Liu et al. Tech Report, 2025 Blog / Code / Huggingface |
|
Jialian Wu, Jiang Liu, Sudhanshu Ranjan, Xiaodong Yu, Gowtham Ramesh, Prakamya Mishra, Zicheng Liu, et al. Tech Report, 2025 Blog / Code / Huggingface |
|
Jiang Liu, Jialian Wu, Xiaodong Yu, Prakamya Mishra, Sudhanshu Ranjan, Zicheng Liu, et al. Tech Report, 2025 Blog / Code / Huggingface |
|
Jingyang Lin, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Xiaodong Yu, Hao Chen, Jiebo Luo, Zicheng Liu, Emad Barsoum arXiv, 2025 Project Page / arXiv / code / dataset |
|
Aniket Roy, Maiterya Suin, Anshul Shah, Ketul Shah, Jiang Liu, Rama Chellappa TMLR, 2025 arXiv |
|
Aimon Rahman, Jiang Liu, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Yusheng Su, Vishal M. Patel, Zicheng Liu, Emad Barsoum arXiv, 2025 arXiv / code |
|
Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan Yuille, Zicheng Liu, Emad Barsoum ICCV Workshop Gen4AVC, 2025 Project Page / arXiv / code |
|
Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum ACL, 2025 PDF / code |
|
Hao Chen, Ze Wang, Xiang Li, Ximeng Sun, Fangyi Chen, Jiang Liu, Jindong Wang, Bhiksha Raj, Zicheng Liu, Emad Barsoum CVPR, 2025 PDF / code |
|
Jiang Liu, Jialian Wu, Prakamya Mishra, Zicheng Liu et al. Tech Report, 2025 Blog / Huggingface |
|
Jiang Liu, Chen Wei, Yuxiang Guo, Heng Yu, Alan Yuille, Soheil Feizi, Chun Pong Lau, Rama Chellappa Under Submission, 2024 arXiv / bibtex |
|
Jiang Liu, Chun Pong Lau, Yuxiang Guo, Zhaoyang Wang, Rama Chellappa Under Submission, 2023 arXiv / bibtex / code |
|
Chun Pong Lau, Jiang Liu, Hossein Souri, Wei-An Lin, Soheil Feizi, Rama Chellappa IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 IEEE / arXiv / bibtex |
|
Jiang Liu*, Srivathsa Pasumarthi*, Ben Duffy, Enhao Gong, Keshav Datta, Greg Zaharchuk (*equal contribution) IEEE Transactions on Medical Imaging (TMI), 2023 IEEE / arXiv / bibtex |
|
Jiang Liu*, Hui Ding*, Zhaowei Cai, Yuting Zhang, Ravi Kumar Satzoda, Vijay Mahadevan, R. Manmatha (*equal contribution) CVPR, 2023 Project Page / arXiv / code / bibtex |
|
Jiang Liu, Alexander Levine, Chun Pong Lau, Rama Chellappa, Soheil Feizi CVPR, 2022 PDF / Supp / arXiv / bibtex / code / Apricot-Mask Dataset |
|
Jiang Liu, Chun Pong Lau, Hossein Souri, Soheil Feizi, Rama Chellappa IEEE Transactions on Information Forensics and Security (TIFS), 2022 IEEE / arXiv / bibtex |
Professional Services |
- Conference Reviewer: CVPR, ICCV, ECCV, ACL, ACM MM, FG, ACCV, AAAI, MICCAI
- Journal Reviewer: TPAMI, TIP, TIFS, TAI, TOPS, TMI, TCSVT, IJCV, MEDIA
|
Source code credit to Dr. Jon Barron. |