Jiaxu Li

Jiaxu Li

CSU

About me

Hi there!

I am a 3th-year undergraduate student at the University of Central South University of China (CSU). I am working with Prof. Huiping Zhuang, Prof. Rongchang Zhao, Dr. Songning Lai and Dr. Rui Li.

My research interests include computer vision, continual learning and LLM.

News

  • 2024.12：paper AIDC: Benchmark for Analytical Learning in Incremental Disease Classification (ICASSP) was accept!
  • 2024.10：paper HFGS: High-Frequency Information Guided Net for Multi-Regions Pseudo-CT Synthesis (BIBM) was accept!
  • 2024.9：I won the the National Scholarship (10K RMB)! I also won the First-Class Scholarship (2k RMB)!

Papers(including under review) (Full List)

TSACL paper
TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition
Jiaxu Li, Fan Kejia, Songning Lai, Llinpu Lv, Anfeng Liu, Jianheng Tang, HH Song, Huiping Zhuang
Under review


SegACIL paper
SegACIL: Solving the Stability-Plasticity Dilemma in Continual Semantic Segmentation
Jiaxu Li, Songning Lai, Rui Li, Rongchang Zhao, Yutao Yue, Huiping Zhuang
Under review


LCSeg paper
LCSeg: Linear Closed-form Solution Continual Semantic Segmentation of 2DImages and 3D Point Clouds
Jiaxu Li,Rui Li,Jianyu Qi,Songning Lai,Rongchang Zhao,Yutao Yue,Huiping Zhuang
Under review


AIDC paper
AIDC: Benchmark for Analytical Learning in Incremental Disease Classification
Rongchang Zhao, Jianyu Qi, Rui Li, Zhijie Zheng,Jian Zhang, Jiaxu Li
International Conference on Acoustics, Speech, and Signal Processing(ICASSP), 2025.


CAT paper
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models
Songning Lai, J Yang, Y Huang, L Hu, T Xue, Z Hu, Jiaxu Li, H Liao, Yutao Yue
Under review


HFGS paper
HFGS: High-Frequency Information Guided Net for Multi-Regions Pseudo-CT Synthesis
Rongchang Zhao, Jianyu Qi, Rui Li, Teng Yang, Jiaxu Li, Jian Zhang, Zijian Zhang
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025.


MHALO paper
MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors
Yishuo Cai, Renjie Gu, Jiaxu Li, Xuancheng Huang, Junzhe Chen, Xiaotao Gu, Minlie Huang
Under review


MICCAI paper
MR-to-CT: Only Improving Overall Similarity is Not Our Goal
Rongchang Zhao, Jianyu Qi,Jiaxu Li, Rui Li
Under review


Honors and Awards

  • 2024-10 National Scholarship (10K RMB)

  • 2024-10 First-class Scholarship (2K RMB)

Working Experiences

  • 2024.8 - present, South China University of Technology, advised by Prof. Huiping Zhuang.
  • 2024.8 - present, CSU, advised by Prof. Rongchang Zhao.