Liu, Dancheng

4 publications

IJCAI 2025 Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong

NeurIPS 2025 FP64 Is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong

ICLR 2025 Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data Jiajie Li, Brian R Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C W Kim, Jinjun Xiong

ICML 2025 Sub-Sequential Physics-Informed Learning with State Space Model Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong