Difei Gu

According to our database, Difei Gu authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Evidence Over Plans: Online Trajectory Verification for Skill Distillation.

Yang Zhou, Zihan Dong, Zhenting Wang, Can Jin, Shiyu Zhao, Bangwei Guo, Difei Gu, Linjun Zhang, Mu Zhou, Dimitris N. Metaxas

CoRR, May, 2026

Can Cross-Layer Transcoders Replace Vision Transformer Activations? An Interpretable Perspective on Vision.

Gerasimos Chatzoudis, Konstantinos D. Polyzos, Zhuowei Li, Difei Gu, Gemma E. Moran, Hao Wang, Dimitris N. Metaxas

CoRR, April, 2026

LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery.

Difei Gu, Yunhe Gao, Gerasimos Chatzoudis, Zihan Dong, Guoning Zhang, Bangwei Guo, Yang Zhou, Mu Zhou, Dimitris N. Metaxas

CoRR, February, 2026

Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation.

Difei Gu, Yunhe Gao, Mu Zhou, Dimitris N. Metaxas

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

M^3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark.

Yang Zhou, Mingyu Zhao, Zhenting Wang, Difei Gu, Bangwei Guo, Ruosong Ye, Ligong Han, Can Jin, Dimitris N. Metaxas

CoRR, November, 2025

K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model.

Bangwei Guo, Yunhe Gao, Meng Ye, Difei Gu, Yang Zhou, Leon Axel, Dimitris N. Metaxas

CoRR, September, 2025

RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment.

Difei Gu, Yunhe Gao, Yang Zhou, Mu Zhou, Dimitris N. Metaxas

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification.

Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Hippocampus segmentation after brain tumor resection via postoperative region synthesis.

Changjuan Tao, Difei Gu, Rui Huang, Ling Zhou, Zhiqiang Hu, Yuanyuan Chen, Xiaofan Zhang, Hongsheng Li

BMC Medical Imaging, December, 2023

Semi-Supervised Pulmonary Airway Segmentation with Two-Stage Feature Specialization Mechanism.

Difei Gu, Dexu Wang, Xiaofan Zhang, Hongsheng Li

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023