Fernando Julio Cendra's Homepage

I'm currently a MPhil student at the University of Hong Kong (HKU), advised by Prof. Kai Han. I previously earned my BEng (Hons) in Electronic Engineering from HKU.

News

[ Feb. 2025 ] One paper about concept learning with diffusion models has been accepted to CVPR 2025 as Highlight.
[ Jul. 2024 ] One paper about continual category discovery has been accepted to ECCV 2024.
[ Feb. 2023 ] One paper about heterogeneous graph representation learning has been accepted to CVPR 2023.
[ Dec. 2022 ] One paper about 3D representation learning has been accepted to NeurIPS Workshop 2022.

Publications

* denotes equal contribution

PartCo: Part-Level Correspondence Priors Enhance Category Discovery

Fernando Julio Cendra and Kai Han

arXiv preprint 2025

ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models

Fernando Julio Cendra and Kai Han

CVPR 2025 Highlight, 2.8% of submissions

PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery

Fernando Julio Cendra, Bingchen Zhao and Kai Han

ECCV 2024

Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

Chan Tsai Hor^*, Fernando Julio Cendra^*, Lan Ma, Guosheng Yin and Lequan Yu

CVPR 2023

SL3D: Self-supervised-Self-labeled 3D Recognition

Fernando Julio Cendra, Lan Ma, Jiajun Shen and Xiaojuan Qi

NeurIPS Workshop on "Self-supervised Learning: Theory & Practice" 2022

Academic Services

Conference Reviewer: CVPR (2024-2026); ECCV (2024), NeurIPS (2023,2025), ICLR (2026), AAAI (2025-2026)

Workshop Reviewer: CVPR Workshop on "Visual Concepts" (2025)

Teaching

Programming for Data Sciences (HKU STAT7008)

Teaching Assistant, Fall 2024 & Fall 2023
Applied Data Mining and Text Analytic (HKU ARIN7102)

Teaching Assistant, Spring 2024 & Spring 2023

Design and source code based on this website.