Chromosome Classification with Convolutional Neural Network Based Deep Learning. - Wenbo Zhang 010; Sifan Song; Tianming Bai; Yanxin Zhao; Fei Ma 002; Jionglong Su; Limin Yu (CISP-BMEI, 2018)

Image Captioning in Chinese and Its Application for Children with Autism Spectrum Disorder. - Bin Zhang; Lixin Zhou; Sifan Song; Lifu Chen; Zijian Jiang; Jiaming Zhang 005 (ICMLC, 2020)

Intention Understanding in Human-Robot Interaction Based on Visual-NLP Semantics. - Zhihao Li; Yishan Mu; Zhenglong Sun 001; Sifan Song; Jionglong Su; Jiaming Zhang 005 (Frontiers Neurorobotics, 2020)

A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image. - Sifan Song; Daiyun Huang; Yalun Hu; Chunxiao Yang; Jia Meng 001; Fei Ma 002; Frans Coenen; Jiaming Zhang 005; Jionglong Su (CISP-BMEI, 2021)

A Framework of Hierarchical Deep Q-Network for Portfolio Management. - Yuan Gao; Ziming Gao; Yi Hu; Sifan Song; Zhengyong Jiang; Jionglong Su (ICAART (2), 2021)

An Event-Triggered Low-Cost Tactile Perception System for Social Robot's Whole Body Interaction. - Shengzhao Lin; Jionglong Su; Sifan Song; Jiaming Zhang 005 (IEEE Access, 2021)

A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image. - Sifan Song; Daiyun Huang; Yalun Hu; Chunxiao Yang; Jia Meng 001; Fei Ma 002; Jiaming Zhang 005; Jionglong Su (CoRR, 2021)

Bilateral-ViT For Robust Fovea Localization. - Sifan Song; Kang Dang; Qinji Yu; Zilong Wang 006; Frans Coenen; Jionglong Su; Xiaowei Ding (ISBI, 2022)

Stepwise Feature Fusion: Local Guides Global. - Jinfeng Wang 008; Qiming Huang; Feilong Tang; Jia Meng 001; Jionglong Su; Sifan Song (MICCAI (3), 2022)

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Lexing Huang; Qinji Yu; Sifan Song; Xingxing Xu; Yanyu Xu; Wensai Wang; et al. (CoRR, 2022)

A New Convolutional Neural Network Architecture for Automatic Segmentation of Overlapping Human Chromosomes. - Sifan Song; Tianming Bai; Yanxin Zhao; Wenbo Zhang 010; Chunxiao Yang; Jia Meng 001; Fei Ma 002; Jionglong Su (Neural Process. Lett., 2022)

A Robust Framework of Chromosome Straightening With Vit-Patch Gan. - Sifan Song; Jinfeng Wang 008; Fengrui Cheng; Qirui Cao; Yihan Zuo; Yongteng Lei; Ruomai Yang; Chunxiao Yang; Frans Coenen; Jia Meng 001; Kang Dang; Jionglong Su (ISBI, 2023)

Bilateral-Fuser: A Novel Multi-cue Fusion Architecture with Anatomical-aware Tokens for Fovea Localization. - Sifan Song; Jinfeng Wang 008; Zilong Wang 006; Jionglong Su; Xiaowei Ding; Kang Dang (CoRR, 2023)

From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization. - Zitao Song; Yining Wang; Pin Qian; Sifan Song; Frans Coenen; Zhengyong Jiang; Jionglong Su (Appl. Intell., 2023)

GAMMA challenge: Glaucoma grAding from Multi-Modality imAges. - Junde Wu; Huihui Fang; Fei Li 021; Huazhu Fu; Fengbin Lin; Jiongcheng Li; Yue Huang 001; Qinji Yu; Sifan Song; Xinxing Xu; Yanyu Xu; Wensai Wang; et al. (Medical Image Anal., 2023)

Distortion-Disentangled Contrastive Learning. - Jinfeng Wang 008; Sifan Song; Jionglong Su; S. Kevin Zhou (WACV, 2024)

ProMISe: Promptable Medical Image Segmentation using SAM. - Jinfeng Wang 008; Sifan Song; Xinkun Wang; Yiyi Wang; Yiyi Miao; Jionglong Su; S. Kevin Zhou (CoRR, 2024)

Contrastive Learning Via Equivariant Representation. - Sifan Song; Jinfeng Wang 008; Qiaochu Zhao; Xiang Li 001; Dufan Wu; Angelos Stefanidis; Jionglong Su; S. Kevin Zhou; Quanzheng Li (CoRR, 2024)

ECHOPulse: ECG controlled echocardio-grams video generation. - Yiwei Li 002; Sekeun Kim; Zihao Wu 001; Hanqi Jiang; Yi Pan 001; Pengfei Jin; Sifan Song; Yucheng Shi; Tianming Liu 001; Quanzheng Li; Xiang Li 001 (CoRR, 2024)

Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning. - Pengfei Jin; Peng Shu; Sekeun Kim; Qing Xiao 003; Sifan Song; Cheng Chen 013; Tianming Liu 001; Xiang Li 001; Quanzheng Li (CoRR, 2024)

EchoFM: Foundation Model for Generalizable Echocardiogram Analysis. - Sekeun Kim; Pengfei Jin; Sifan Song; Cheng Chen 013; Yiwei Li 002; Hui Ren 001; Xiang Li 001; Tianming Liu 001; Quanzheng Li (CoRR, 2024)

DualStreamFoveaNet: A Dual Stream Fusion Architecture With Anatomical Awareness for Robust Fovea Localization. - Sifan Song; Jinfeng Wang 008; Zilong Wang 006; Hongxing Wang 001; Jionglong Su; Xiaowei Ding; Kang Dang (IEEE J. Biomed. Health Informatics, 2024)

ECHOPulse: ECG Controlled Echocardio-gram Video Generation. - Yiwei Li 002; Sekeun Kim; Zihao Wu 001; Hanqi Jiang; Yi Pan 001; Pengfei Jin; Sifan Song; Yucheng Shi; Xiaowei Yu; Tianze Yang; Tianming Liu 001; Quanzheng Li; et al. (ICLR, 2025)

AI-assisted facial analysis in healthcare: From disease detection to comprehensive management. - Chaoyu Lei; Kang Dang; Sifan Song; Zilong Wang 006; Sien Ping Chew; Ruitong Bian; Xichen Yang; Zhouyu Guan; Claudia Isabel Marques de Abreu Lopes; Mini Hang Wang; Richard Wai Chak Choy; Xiaoyan Hu; et al. (Patterns, 2025)

Implicit Image-to-Image Schrödinger Bridge for image restoration. - Yuang Wang; Siyeop Yoon; Pengfei Jin; Matthew Tivnan; Sifan Song; Zhennong Chen; Rui Hu; Li Zhang 047; Quanzheng Li; Zhiqiang Chen; Dufan Wu (Pattern Recognit., 2025)

Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging. - Yujin Oh; Robert Seifert; Yihan Cao; Christoph Clement; Justin Ferdinandus; Constantin Lapa; Alessandro Liebich; Michelle Amon; Johanna Enke; Sifan Song; Runqi Meng; Fang Zeng; et al. (CoRR, 2025)

Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model. - Siyeop Yoon; Yujin Oh; Matthew Tivnan; Sifan Song; Pengfei Jin; Sekeun Kim; Hyun Jin Cho; Dufan Wu; Raul Uppot; Quanzheng Li (CoRR, 2025)

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition. - Jinfeng Wang 008; Yanhao Huang; Sifan Song; Boqian Wang; Jionglong Su; Jiaman Ding (CoRR, 2025)

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts. - Runqi Meng; Sifan Song; Pengfei Jin; Yujin Oh; Lin Teng; Yulin Wang; Yiqun Sun; Ling Chen; Xiang Li 001; Quanzheng Li; Ning Guo; Dinggang Shen (CoRR, 2025)

OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging. - Sifan Song; Siyeop Yoon; Pengfei Jin; Sekeun Kim; Matthew Tivnan; Yujin Oh; Runqi Meng; Ling Chen; Zhiliang Lyu; Dufan Wu; Ning Guo; Xiang Li 001; et al. (CoRR, 2025)

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics. - Siyeop Yoon; Sifan Song; Pengfei Jin; Matthew Tivnan; Yujin Oh; Sekeun Kim; Dufan Wu; Xiang Li 001; Quanzheng Li (CoRR, 2025)

Surf2CT: Cascaded 3D Flow Matching Models for Torso 3D CT Synthesis from Skin Surface. - Siyeop Yoon; Yujin Oh; Pengfei Jin; Sifan Song; Matthew Tivnan; Dufan Wu; Xiang Li 001; Quanzheng Li (CoRR, 2025)

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. - Zhiling Yan; Sifan Song; Dingjie Song; Yiwei Li 002; Rong Zhou; Weixiang Sun; Zhennong Chen; Sekeun Kim; Hui Ren 001; Tianming Liu 001; Quanzheng Li; Xiang Li 001; et al. (CoRR, 2025)