Zhaolong Su

Zhaolong Su

Computer Vision · Multimodal Learning · World Model

Incoming PhD at Cornell. Currently at William & Mary supervised by Prof. Jindong Wang. Graduated from Beijing University of Technology (B.Eng in Artificial Intelligence).

Also conducting research at Johns Hopkins University with Bloomberg Distinguished Prof. Alan Yuille. Previously at Peking University supervised by Prof. Wentao Zhang. Worked at HKU promoting CT-free scoliosis treatment. Interned at Chinese Academy of Sciences supervised by Prof. Guoqi Li.

JHU PKU HKU BJUT
# Selected Publications
FedUMM Framework
FedUMM: A General Framework for Federated Learning with Unified Multimodal Models
Zhaolong Su, et al.
FL@FM-TheWebConf'26
Position Paper Framework
Consistency Should Be the Priority for Unified Multimodal Models
Zhaolong Su, et al.
ICML 2026(Under-review)
UniGame Framework
UniGame: Turning a Unified Multimodal Model Into Its Own Adversary
Zhaolong Su, et al.
CVPR'26 (Scoring 554)

→ More on the publication page.

# News
2026.02 First-author paper "Consistency Should Be the Priority for Unified Multimodal Models" released.
2026.01 FedUMM accepted by FL@FM-TheWebConf'26. Congratulations!
2025.11 Attending NeurIPS 2025 in San Diego.
2025.11 UniGame released on arXiv (CVPR'26 scoring 554).
# Research Experience
Johns Hopkins University
Summer Researcher · advised by Alan Yuille · Computer Vision and Generative Models
Mar 2024 – Present
Institute of Automation, Chinese Academy of Sciences
Intern · advised by Guoqi Li · Computer Vision
Nov 2024 – Present
DCML Group, Peking University
Intern · advised by Wentao Zhang · GNN / LLMs
Jan 2024 – Present
LKS Faculty of Medicine, The University of Hong Kong
RA · Medical Imaging
Apr 2024 – Apr 2025
# Education
Fall 2026
Cornell PhD
Fall 2025
William & Mary RA
2021 – 2025
Beijing University of Technology B.Eng in Artificial Intelligence
# Teaching · Service · Tutorial

Reviewer:

CVPR 2026 ICCV 2025 NeurIPS 2024 KDD 2026 ICML 2026
# Album

I love postmodernism and wasteland punk-style photography, and I wish to be a great photographer someday.

BJUT Beijing University of Technology
William & Mary William & Mary
Johns Hopkins Johns Hopkins
Wasteland Wasteland