Lilong Wang

According to our database, Lilong Wang authored at least 20 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization.

Lisheng Zhang, Lilong Wang, Xiangyu Sun, Wei Tang, Haoyang Su, Yuehui Qian, Qikui Yang, Qingsong Li, Zhenyu Tang, Haoran Sun, Yingnan Han, Yankai Jiang, Wenjie Lou, Bowen Zhou, Xiaosong Wang, Lei Bai, Zhengwei Xie

CoRR, April, 2026

Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning.

Jiaxuan Lu, Ziyu Kong, Yemin Wang, Rong Fu, Haiyuan Wan, Cheng Yang, Wenjie Lou, Haoran Sun, Lilong Wang, Yankai Jiang, Xiaosong Wang, Xiao Sun, Dongzhan Zhou

CoRR, January, 2026

2025

SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents.

Yankai Jiang, Wenjie Lou, Lilong Wang, Zhenyu Tang, Shiyang Feng, Jiaxuan Lu, Haoran Sun, Yaning Pan, Shuang Gu, Haoyang Su, Feng Liu, Wangxu Wei, Pan Tan, Dongzhan Zhou, Fenghua Ling, Cheng Tan, Bo Zhang, Xiaosong Wang, Lei Bai, Bowen Zhou

CoRR, December, 2025

Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism.

Haoran Sun, Yankai Jiang, Zhenyu Tang, Yaning Pan, Shuang Gu, Zekai Lin, Lilong Wang, Wenjie Lou, Lei Liu, Lei Bai, Xiaosong Wang

CoRR, October, 2025

Cost-effective instruction learning for pathology vision and language analysis.

Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang

Nat. Comput. Sci., July, 2025

Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs.

Haoran Sun, Yankai Jiang, Wenjie Lou, Yujie Zhang, Wenjie Li, Lilong Wang, Mianxin Liu, Lei Liu, Xiaosong Wang

CoRR, June, 2025

Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search.

Haoran Sun, Yankai Jiang, Wenjie Lou, Yujie Zhang, Wenjie Li, Lilong Wang, Mianxin Liu, Lei Liu, Xiaosong Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Reasoning-Enhanced Vision-Language Model for Interpretable Diabetic Retinopathy Detection in Ultra-Wide-Field Fundus Images.

Zhenyu Tang, Lingzhi Chen, Lilong Wang, Yankai Jiang, Jun Li, Xiaosong Wang

Proceedings of the Ophthalmic Medical Image Analysis - 12th International Workshop, 2025

Multi-modal Vision Pre-training for Medical Image Analysis.

Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Syntax-Guided Content-Adaptive Transform for Image Compression.

Yunhui Shi, Liping Ye, Jin Wang, Lilong Wang, Hui Hu, Baocai Yin, Nam Ling

Sensors, August, 2024

Graph Based Cross-Channel Transform for Color Image Compression.

Lilong Wang, Yunhui Shi, Jin Wang, Shujun Chen, Baocai Yin, Nam Ling

ACM Trans. Multim. Comput. Commun. Appl., April, 2024

BrainMVP: Multi-modal Vision Pre-training for Brain Image Analysis using Multi-parametric MRI.

Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

CoRR, 2024

Cost-effective Instruction Learning for Pathology Vision and Language Analysis.

Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang

CoRR, 2024

BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders.

Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Dual-Perspective Label Smoothing for Accurate Tumor Segmentation.

Lilong Wang, Xuan Wang, Yali Xu, Xiangan Wu, Shunda Du, Shaoting Zhang, Qiang Sun, Xiaosong Wang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Graph-Structured Swin-Transformer for Learned Image Compression.

Lilong Wang, Yunhui Shi, Jin Wang, Baocai Yin, Nam Ling

Proceedings of the Data Compression Conference, 2024

2023

MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification.

Dequan Wang, Xiaosong Wang, Lilong Wang, Mengzhang Li, Qian Da, Xiaoqiang Liu, Xiangyu Gao, Jun Shen, Junjun He, Tian Shen, Qi Duan, Jie Zhao, Kang Li, Yu Qiao, Shaoting Zhang

CoRR, 2023

2020

Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images.

Dongyi Fan, Chengfen Zhang, Bin Lv, Lilong Wang, Guanzheng Wang, Min Wang, Chuanfeng Lv, Guotong Xie

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

OCT Image Quality Evaluation Based on Deep and Shallow Features Fusion Network.

Rui Wang, Dongyi Fan, Bin Lv, Min Wang, Qienyuan Zhou, Chuanfeng Lv, Guotong Xie, Lilong Wang

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Lesion-Aware Segmentation Network for Atrophy and Detachment of Pathological Myopia on Fundus Images.

Yan Guo, Rui Wang, Xia Zhou, Yang Liu, Lilong Wang, Chuanfeng Lv, Bin Lv, Guotong Xie

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020