Lianghong Chen

According to our database, Lianghong Chen authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Synthetic Data Alone is Enough? Rethinking Data Scarcity in Pediatric Rare Disease Recognition.

Ganlin Feng, Yuxi Long, Erin Lou, Lianghong Chen, Zihao Jing, Pingzhao Hu, Wei Xu

CoRR, May, 2026

MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design.

Gen Zhou, Sugitha Janarthanan, Lianghong Chen, Pingzhao Hu

CoRR, February, 2026

2025

Generative AI for the Design of Molecules: Advances and Challenges.

Yan Sun, Lianghong Chen, Zihao Jing, Yan Yi Li, Dongkyu Kim, Jing-Yan Gao, Reza Noroozi, Grace Y. Yi, Conrard Giresse Tetsassi Feugmo, Anna Klinkova, Kyla Sask, Agustinus Kristiadi, Boyu Wang, Elizabeth R. Gillies, Kun Ping Lu, Haotian Harvey Shi, Pingzhao Hu

J. Chem. Inf. Model., 2025

Uncertainty-Aware Multi-Objective Reinforcement Learning-Guided Diffusion Models for 3D De Novo Molecular Design.

Lianghong Chen, Dongkyu Eugene Kim, Mike Domaratzki, Pingzhao Hu

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

2024

Conditional probabilistic diffusion model driven synthetic radiogenomic applications in breast cancer.

Lianghong Chen, Zi Huai Huang, Yan Sun, Mike Domaratzki, Qian Liu, Pingzhao Hu

PLoS Comput. Biol., 2024

GA-UNet: A Lightweight Ghost and Attention U-Net for Medical Image Segmentation.

Bo Pang, Lianghong Chen, Qingchuan Tao, Enhui Wang, Yanmei Yu

J. Imaging Inform. Medicine, 2024