Optimized scheduling of electricity-heat cooperative system considering wind energy consumption and peak shaving and valley filling

Jin Ye, Lingmei Wang, Shujian Zhang +1

Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network

Zhikang Zou, Xiaoye Qu, Pan Zhou +4

Deep Equilibrium Convolutional Sparse Coding for Hyperspectral Image Denoising

Jin Ye, Jingran Wang, Fengchao Xiong +2

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining

Ming Hu, Kun Yuan, Yaling Shen +17

GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning

Yanzhou Su, Tianbin Li, Jiyao Liu +15

GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI

Pengcheng Chen, Jin Ye, Guoan Wang +15

Revisiting the Travel Planning Capabilities of Large Language Models

Bo-Wen Zhang, Jin Ye, Peng-Yu Hua +4

SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation

Jin Ye, Ying Chen, Yanjun Li +7

Virtual Full-stack Scanning of Brain MRI via Imputing Any Quantised Code

Yicheng Wu, Tao Song, Zhonghua Wu +5

SPINE: Token-Selective Test-Time Reinforcement Learning with Entropy-Band Regularization

Jianghao Wu, Yasmeen George, Jin Ye +3

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI

Tianbin Li, Yanzhou Su, Wei Li +15

Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans

Jin Ye, Haoyu Wang, Ziyan Huang +8

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations

Jiyao Liu, Junzhi Ning, Chenglong Ma +14

CityTrack: Improving City-Scale Multi-Camera Multi-Target Tracking by Location-Aware Tracking and Box-Grained Matching

Jincheng Lu, Xipeng Yang, Jin Ye +4

Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition

Jin Ye, Junjun He, Xiaojiang Peng +2

NeSyGeo: A Neuro-Symbolic Framework for Multimodal Geometric Reasoning Data Generation

Weiming Wu, Jin Ye, Zi-kang Wang +3

A Survey for Large Language Models in Biomedicine

Chong Wang, Mengyao Li, Junjun He +14

SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks

Jin Ye, Junlong Cheng, Jianpin Chen +12

Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation

Junjun He, Jin Ye, Cheng Li +5

MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration

Jiahui Peng, He Yao, Jingwen Li +9

SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma

Xiangde Luo, Jia Fu, Yunxin Zhong +39

Iterative Low-rank Network for Hyperspectral Image Denoising

Jin Ye, Fengchao Xiong, Jun Zhou +1

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Yanxu Chen, Zijun Yao, Yantao Liu +5

DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning

Wenhao Wu, Yuxiang Zhao, Yanwu Xu +8

S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision

Huihui Xu, Jin Ye, Hongqiu Wang +10

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?

Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang +50

Artifact Restoration in Histology Images with Diffusion Probabilistic Models

Zhenqi He, Junjun He, Jin Ye +1

Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges

Fei Dou, Jin Ye, Geng Yuan +22

Unified Medical Image Tokenizer for Autoregressive Synthesis and Understanding

Chenglong Ma, Yuanfeng Ji, Jin Ye +9

Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation

Yuncheng Yang, Meng Wei, Junjun He +3

FCN+: Global Receptive Convolution Makes FCN Great Again

Xiaoyu Ren, Zhongying Deng, Jin Ye +2

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Ming Hu, Chenglong Ma, Wei Li +117

PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery

Adrito Das, Danyal Z. Khan, Dimitrios Psychogyios +29

MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models

Ryan D'Cunha, Alejandro Lozano, Xiaoxiao Sun +17

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding

Ying Chen, Guoan Wang, Yuanfeng Ji +7

Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results

Kelly Payette, Céline Steger, Roxane Licandro +64

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development

Zhongying Deng, Cheng Tang, Ziyan Huang +124

EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval

Jiashi Lin, Changhong Jiang, Xiangru Lin +12

The paper proposes EvoGraph-R1, a framework that lets a retrieval agent dynamically evolve multimodal knowledge hypergraphs through actions like retrieval, web search, and graph ed…

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Junlong Cheng, Bin Fu, Jin Ye +10

Cyber-Physical Taint Analysis in Multi-stage Manufacturing Systems (MMS): A Case Study

Tao Liu, Bowen Yang, Qi Li +3

A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation

Ziyan Huang, Zhongying Deng, Jin Ye +11

SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation

Guoan Wang, Jin Ye, Junlong Cheng +5

MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline

Jiyao Liu, Jianghan Shen, Sida Song +19

STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training

Ziyan Huang, Haoyu Wang, Zhongying Deng +8

Cardinality is Not Enough: Super Host Detection via Segmented Cardinality Estimation

Yilin Zhao, Jiawei Huang, Xianshi Su +8

Distribution System Flexibility Characterization: A Network-Informed Data-Driven Approach

Qi Li, Jianzhe Liu, Bai Cui +2

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images

Haoyu Wang, Sizheng Guo, Jin Ye +11

MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs

Jiyao Liu, Jinjie Wei, Wanying Qu +17

A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images

Zijie Chen, Cheng Li, Junjun He +5

Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game

Xiaohuan Li, Shaowen Qin, Xin Tang +5

Single-Rollout Hidden-State Dynamics for Training-Free RLVR Data Selection

Jianghao Wu, Jianfei Cai, Weiqiang Wang +3

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding

Yi Xin, Qi Qin, Siqi Luo +29

Enhancing Medical Task Performance in GPT-4V: A Comprehensive Study on Prompt Engineering Strategies

Pengcheng Chen, Ziyan Huang, Zhongying Deng +6

UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis

Junzhi Ning, Wei Li, Cheng Tang +24

SegRap2025: A Benchmark of Gross Tumor Volume and Lymph Node Clinical Target Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma

Jia Fu, Litingyu Wang, He Li +27

SAM-Med2D

Junlong Cheng, Jin Ye, Zhongying Deng +12

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Yuhang Cao +173

Towards Interpretable Counterfactual Generation via Multimodal Autoregression

Chenglong Ma, Yuanfeng Ji, Jin Ye +6

An evaluation of U-Net in Renal Structure Segmentation

Haoyu Wang, Ziyan Huang, Jin Ye +7

RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions

Junzhi Ning, Cheng Tang, Kaijing Zhou +12