Scholar
Tianxiang Chen
Google Scholar ID: xU3Ysg0AAAAJ
University of Science and Technology of China
Citations & Impact
Citations
481
H-index
10
i10-index
10
Publications
20
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Published several first-author and corresponding-author papers in top-tier journals and conferences, including TMI, TCSVT, TGRS, Scientific Data, AAAI, EMNLP, IJCAI, and ACM MM. Some notable publications include:
- - Flora: Effortless Context Construction to Arbitrary Length and Scale (Arxiv 2025)
- - Zig-rir: Zigzag rwkv-in-rwkv for efficient medical image segmentation (IEEE TMI 2025)
- - Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection (EMNLP Findings 2024)
- - Mim-istd: Mamba-in-mamba for efficient infrared small target detection (IEEE TGRS 2024)
- - FreqODEs: Frequency neural ODE networks for infrared small target detection (IEEE TGRS 2024)
- - Feature preservation and shape cues assist infrared small target detection (IEEE TGRS 2024)
- - A Comprehensive Video Dataset for Surgical Laparoscopic Action Analysis (Scientific Data 2024)
- - Tci-former: Thermal conduction-inspired transformer for infrared small target detection (AAAI 2024)
- - Bsbp-rwkv: Background suppression with boundary preservation for efficient medical image segmentation (ACM MM 2024)
- - Bootstrapping audio-visual video segmentation by strengthening audio cues (IEEE TCSVT 2024)
- - A survey on visual mamba (Applied Sciences 2024)
- - Tci-former: Thermal conduction-inspired transformer for infrared small target detection (IJCAI 2023)
Research Experience
- Completed a long-term internship at Alibaba Cloud, jointly supervised by Jieping Ye (VP of Alibaba Cloud, IEEE Fellow) and Le Lu (IEEE Fellow, MICCAI Board Member). Has close collaborations with researchers and doctors from Oxford, Alan Turing Institute, Trinity College Dublin, Ruijin Hospital Luwan Branch, Shanghai Jiao Tong University, and Ant Group.
Education
- 2023.09 - Present: Ph.D. in School of Cyber Space and Technology, USTC, supervised by Prof. Nenghai Yu
- 2021.09 - 2023.08: M.S. in School of Cyber Space and Technology, USTC
- 2017.09 - 2021.06: B.S. in Yingcai Honors College, UESTC, majoring in Mathematics, Physics, and Fundamental Sciences
Background
- Currently a final-year Ph.D. student at the School of Cyber Space and Technology, University of Science and Technology of China (USTC), under the supervision of Prof. Nenghai Yu. Previously obtained a Bachelor’s degree from the Yingcai Honors College, University of Electronic Science and Technology of China (UESTC) in Mathematics, Physics, and Fundamental Sciences. Research interests include Multimodal Large Language Models (MLLMs), Large Language Models (LLMs), and Medical AI.
Miscellany
- Looking for cooperations of any kinds!!! If you are interested, just drop me an e-mail!!!
