Peijie Qiu

71 papers A* 5A 4Misc 1Journal 47Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgileFormer: Spatially agile and scalable transformer for medical image segmentation.
Biomed. Signal Process. Control.
Peijie Qiu, Jin Yang, Sayantan Kumar, Soumyendu Sekhar Ghosh, Aristeidis Sotiras
2026 J jnl
AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents.
CoRR
Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Jingjing Wang, Xuanzhao Dong, Minzhou Huang, Rui Cai, Hejian Sang, Hao Wang, Peijie Qiu, YueYue Deng, Prayag Tiwari, Brendan Hogan Rappazzo, Yalin Wang
2026 J jnl
D-Net: Dynamic large kernel with dynamic feature fusion for volumetric medical image segmentation.
Biomed. Signal Process. Control.
Jin Yang, Peijie Qiu, Yichi Zhang, Daniel S. Marcus, Aristeidis Sotiras
2026 J jnl
ImageRAGTurbo: Towards One-step Text-to-Image Generation with Retrieval-Augmented Diffusion Models.
CoRR
Peijie Qiu, Hariharan Ramshankar, Arnau Ramisa, René Vidal, Amit Kumar K. C, Vamsi Salaka, Rahul Bhagat
2026 J jnl
Multimodal normative modeling in Alzheimers Disease with introspective variational autoencoders.
CoRR
Sayantan Kumar, Peijie Qiu, Aristeidis Sotiras
2026 J jnl
OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport.
CoRR
Xiwen Chen, Wenhui Zhu, Gen Li, Xuanzhao Dong, Yujian Xiong, Hao Wang, Peijie Qiu, Qingquan Song, Zhipeng Wang, Shao Tang, Yalin Wang, Abolfazl Razi
2026 J jnl
QCResUNet: Joint subject-level and voxel-level segmentation quality prediction.
Medical Image Anal.
Peijie Qiu, Satrajit Chakrabarty, Phuc Nguyen, Soumyendu Sekhar Ghosh, Aristeidis Sotiras
2026 J jnl
U-Harmony: Enhancing Joint Training for Segmentation Models with Universal Harmonization.
CoRR
Weiwei Ma, Xiaobing Yu, Peijie Qiu, Jin Yang, Pan Xiao, Xiaoqi Zhao, Xiaofeng Liu, Tomo Miyazaki, Shinichiro Omachi, Yongsong Huang
2025 J jnl
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images.
CoRR
Xin Li, Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Amal Youssef, Yalin Wang
2025 J jnl
AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives.
CoRR
Yanxi Chen, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Xin Li, Peijie Qiu, Hao Wang, Xuanzhao Dong, Yujian Xiong, Anderson Schneider, Yuriy Nevmyvaka, Yalin Wang
2025 — conf
Active Source-Free Cross-Domain and Cross-Modality Adaptation for Volumetric Medical Image Segmentation by Image Sensitivity and Organ Heterogeneity Sampling.
MICCAI (6)
Jin Yang, Xiaobing Yu, Peijie Qiu, Daniel S. Marcus, Aristeidis Sotiras
2025 A conf
CUNSB-RFIE: Context-Aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.
WACV
Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang
2025 A conf
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement.
WACV
Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang
2025 J jnl
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis.
CoRR
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Hao Wang, Huayu Li, Xuanzhao Dong, Xiaotong Sun, Xiaobing Yu, Yalin Wang, Abolfazl Razi, Aristeidis Sotiras
2025 Misc conf
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation.
ICASSP
Jin Yang, Jing Yang, Xiaobing Yu, Peijie Qiu, Sunil Prajapat
2025 J jnl
DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models.
CoRR
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Xuanzhao Dong, Hao Wang, Haiyu Wu, Huayu Li, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025 J jnl
EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement.
CoRR
Wenhui Zhu, Xuanzhao Dong, Xin Li, Yujian Xiong, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Zhangsihao Yang, Yi Su, Oana M. Dumitrascu, Yalin Wang
2025 A* conf
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint.
ICML
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
2025 J jnl
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint.
CoRR
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi
2025 — conf
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning.
CVPR Workshops
Xiaobing Yu, Jin Yang, Xiao Wu, Peijie Qiu, Xiaofeng Liu
2025 J jnl
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning.
CoRR
Xiaobing Yu, Jin Yang, Xiao Wu, Peijie Qiu, Xiaofeng Liu
2025 A* conf
How Effective Can Dropout Be in Multiple Instance Learning ?
ICML
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Zhangsihao Yang, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2025 J jnl
How Effective Can Dropout Be in Multiple Instance Learning ?
CoRR
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Zhangsihao Yang, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2025 J jnl
LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding.
CoRR
Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Peijie Qiu, Shao Tang, Xin Li, Yalin Wang
2025 A* conf
Multimodal Variational Autoencoder: A Barycentric View.
AAAI
Peijie Qiu, Wenhui Zhu, Sayantan Kumar, Xiwen Chen, Jin Yang, Xiaotong Sun, Abolfazl Razi, Yalin Wang, Aristeidis Sotiras
2025 J jnl
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation.
CoRR
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Haiyu Wu, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025 A conf
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples.
WACV
Xiwen Chen, Huayu Li, Peijie Qiu, Wenhui Zhu, Rahul Amin, Abolfazl Razi
2025 J jnl
RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models.
CoRR
Wenhui Zhu, Xin Li, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Xuanzhao Dong, Yanxi Chen, Natasha Leporé, Oana M. Dumitrascu, Yi Su, Yalin Wang
2025 J jnl
SC-VAE: Sparse coding-based variational autoencoder with learned ISTA.
Pattern Recognit.
Pan Xiao, Peijie Qiu, Sung Min Ha, Abdalla Bani, Shuang Zhou, Aristeidis Sotiras
2025 J jnl
Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences.
CoRR
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025 A* conf
Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences.
AAAI
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2025 J jnl
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA.
CoRR
Xuanzhao Dong, Wenhui Zhu, Hao Wang, Xiwen Chen, Peijie Qiu, Rui Yin, Yi Su, Yalin Wang
2025 J jnl
Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models.
CoRR
Wenhui Zhu, Xuanzhao Dong, Xin Li, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Aris Sotiras, Yi Su, Yalin Wang
2024 J jnl
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation.
CoRR
Peijie Qiu, Jin Yang, Sayantan Kumar, Soumyendu Sekhar Ghosh, Aristeidis Sotiras
2024 J jnl
CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.
CoRR
Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang
2024 J jnl
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement.
CoRR
Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang
2024 J jnl
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation.
CoRR
Jin Yang, Peijie Qiu, Yichi Zhang, Daniel S. Marcus, Aristeidis Sotiras
2024 J jnl
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation.
CoRR
Jin Yang, Xiaobing Yu, Peijie Qiu
2024 — conf
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification.
ECCV (38)
Wenhui Zhu, Xiwen Chen, Peijie Qiu, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2024 J jnl
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification.
CoRR
Wenhui Zhu, Xiwen Chen, Peijie Qiu, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2024 — conf
DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification.
UWF4DR@MICCAI
Xuanzhao Dong, Yalin Wang, Yanxi Chen, Xin Li, Hao Wang, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Yujian Xiong, Oana M. Dumitrascu, Wenhui Zhu
2024 — conf
Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters.
CVPR Workshops
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Abolfazl Razi
2024 J jnl
Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters.
CoRR
Xiwen Chen, Wenhui Zhu, Peijie Qiu, Abolfazl Razi
2024 J jnl
Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification.
CoRR
Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang
2024 — conf
Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification.
UWF4DR@MICCAI
Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang
2024 J jnl
Multimodal Variational Autoencoder: a Barycentric View.
CoRR
Peijie Qiu, Wenhui Zhu, Sayantan Kumar, Xiwen Chen, Xiaotong Sun, Jin Yang, Abolfazl Razi, Yalin Wang, Aristeidis Sotiras
2024 J jnl
QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction.
CoRR
Peijie Qiu, Satrajit Chakrabarty, Phuc Nguyen, Soumyendu Sekhar Ghosh, Aristeidis Sotiras
2024 — conf
RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.
BHI
Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi, Yalin Wang
2024 J jnl
RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.
CoRR
Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi
2024 J jnl
STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation.
CoRR
Vamsi Krishna Vasa, Wenhui Zhu, Xiwen Chen, Peijie Qiu, Xuanzhao Dong, Yalin Wang
2024 — conf
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation.
MICCAI (8)
Wenhui Zhu, Xiwen Chen, Peijie Qiu, Mohammad Farazi, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2024 J jnl
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation.
CoRR
Wenhui Zhu, Xiwen Chen, Peijie Qiu, Mohammad Farazi, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang
2024 A conf
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks.
CIKM
Xiaotong Sun, Peijie Qiu, Shengfan Zhang
2024 J jnl
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks.
CoRR
Xiaotong Sun, Peijie Qiu, Shengfan Zhang
2024 A* conf
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning.
ICML
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2024 J jnl
TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning.
CoRR
Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi
2024 — conf
nnMobileNet: Rethinking CNN for Retinopathy Research.
CVPR Workshops
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023 — conf
Beyond MobileNet: An Improved MobileNet for Retinal Diseases.
MMAC@MICCAI
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023 J jnl
NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research.
CoRR
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
2023 J jnl
NSOTree: Neural Survival Oblique Tree.
CoRR
Xiaotong Sun, Peijie Qiu
2023 — conf
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing.
IPMI
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
2023 J jnl
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing.
CoRR
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Jacob M. Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang
2023 — conf
Optimal Transport Guided Unsupervised Learning for Enhancing Low-Quality Retinal Images.
ISBI
Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
2023 J jnl
Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images.
CoRR
Wenhui Zhu, Peijie Qiu, Mohammad Farazi, Keshav Nandakumar, Oana M. Dumitrascu, Yalin Wang
2023 J jnl
PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers.
CoRR
Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Yalin Wang
2023 — conf
QCResUNet: Joint Subject-Level and Voxel-Level Prediction of Segmentation Quality.
MICCAI (4)
Peijie Qiu, Satrajit Chakrabarty, Phuc Nguyen, Soumyendu Sekhar Ghosh, Aristeidis Sotiras
2023 J jnl
SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification.
CoRR
Peijie Qiu, Pan Xiao, Wenhui Zhu, Yalin Wang, Aristeidis Sotiras
2023 J jnl
SC-VAE: Sparse Coding-based Variational Autoencoder.
CoRR
Pan Xiao, Peijie Qiu, Aristeidis Sotiras
2023 — conf
TetCNN: Convolutional Neural Networks on Tetrahedral Meshes.
IPMI
Mohammad Farazi, Zhangsihao Yang, Wenhui Zhu, Peijie Qiu, Yalin Wang
2023 J jnl
TetCNN: Convolutional Neural Networks on Tetrahedral Meshes.
CoRR
Mohammad Farazi, Zhangsihao Yang, Wenhui Zhu, Peijie Qiu, Yalin Wang
2022 J jnl
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation.
CoRR
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang