conftrace_

Jiahua Shi

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (2) ICCV (1)

Top co-authors

Jun Shen (3) Haoran Li (3) Huaming Chen (3) Huan Wang (2) Jun Yan (2) Xingjian Li (1) Yongting Hu (1) Johan Barthelemy (1) Yuxin Lin (1) Min Xu (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Domain-Specific (2) Application Areas (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1)

Keywords

federated learning (1) representation learning (1) contrastive learning (1) zero-shot learning (1) image segmentation (1) domain adaptation (1) unsupervised domain adaptation (1) text-to-image generation (1) prompt learning (1) image denoising (1) diffusion model (1) data heterogeneity (1) consistency regularization (1) medical image grading (1) volumetric segmentation (1) diabetic retinopathy (1) cryo-electron tomography (1) fundus image (1) electron tomography (1) subtomogram segmentation (1)

Papers

Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating AAAI 2026 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025