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Publications
Full list of peer-reviewed papers and preprints.
See also
Google Scholar
and the project & release page.
Underlined = first author · bold = co-author · * = equal supervision
2026
PRS-Med: Position Reasoning Segmentation in Medical Imaging
Firebolt-VL: Efficient Vision-Language Understanding with Cross-Modality Modulation
Beyond Medical Diagnostics: How Medical Multimodal Large Language Models Think in Space
SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography
How Context Attribution Handles What the Model Already Knows
Revisiting LLM Adaptation for 3D CT Report Generation: A Study of Scaling and Diagnostic Priors
In-Context Attribution for the Generation of Large Language Models
2025
CMATalk: Cross Modality Alignment for Talking Head Generation
NeIn: Telling What You Don't Want
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
2024
SAM-EG: Segment Anything Model with Edge Guidance framework for efficient Polyp Segmentation
PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
Pose Knowledge Distill Guidance: Effective Pose guide learning for Person Re-Identification
Sing-On-Your-Beat: Simple Text-Controllable Accompaniment Generations
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation
2023
SpeechSyncNet: Speech to Talking Landmark via the fusion of prior frame landmark and the audio
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 transparency challenges
Graph for Transformer Feature: A New Approach for Face Anti-Spoofing
M2UNet: MetaFormer Multi-scale Upsampling Network for Polyp Segmentation
Meta-Polyp: a baseline for efficient Polyp segmentation
AlgNet: Attention Light Graph Memory Network for Medical Recommendation System
PEFNet: Positional Embedding Feature for Polyp Segmentation
2022
EfficientNet for Brain-Lesion Classification — International Workshop BrainLes 2021
2021
SHREC 2021: Retrieval of Cultural Heritage Objects