I am Wenxiao Wu, a Ph.D candidate in Huazhong University of Science and Technology, supervised by Prof. Nong Sang and Prof. Changxin Gao.

Research Interests

• Few-shot Learning
• Conformal Prediction
• Visual In-Context Learning

Recent News

• Sep. 18 2025: One NeurIPS paper “Towards Reliable and Holistic Visual In-Context Learning Prompt Selection” is accepted.
• Jun. 9 2024: My team wins the second place in the CVPR VizWiz Zero-Shot Classification Challenge!
• Feb. 27 2024: One Elsevier Pattern Recognition paper “Query-Centric Distance Modulator for Few-shot Classification” is accepted.
• Aug. 14 2023: Start an internship in the department of VIS at Baidu (China) Co., Ltd.
• Dec. 1 2023: Receive the title of “Merit Postgraduate” of Huazhong University of Science and Technology
• Jan. 1 2023: Receive the title of “Excellent Postgraduate Cadre” of Huazhong University of Science and Technology
• Dec. 27 2023: One IEEE T-CSVT paper “Improving the Generalization of MAML in Few-shot Classification via Bi-level Constraint” is accepted.
• Jun. 1 2021: Receive the honor of “Outstanding Graduate” of Huazhong University of Science and Technology
• Sep. 1 2020: Win the national second prize in the 15th National College Students’ Smart Car Competition
• Sep. 1 2020: Win the national first prize in the 14th National College Students’ Smart Car Competition

Academic Services

• Invited journal reviewer for IEEE T-NNLS:
  • 6 times in 2023 and 2024 (TNNLS-2023-P-25952.R4, TNNLS-2023-P-27883.R1, TNNLS-2023-P-30977, TNNLS-2023-P-25952.R5, TNNLS-2024-P-32678, TNNLS-2024-P-33109.R1)
• Invited journal reviewer for IEEE T-CYB:
  • 1 time in 2024 (CYB-E-2024-02-0334)
• Invited reviewer for S+SSPR 2024:
  • 1 time in 2024