publications

2027

1. Under Review

   

   Multiphysics Post-Training: From Decoupled Modules to Coupled Equilibria

   Tianrun Gao, Ruiqi Feng, Zhikai Chen, Ruiqi Shu, Liangqiong Qu, Tailin Wu, and Long Wei

   Under review, 2027
2. Under Review

   Occam’s Progressive Harness for Agentic Migration of Legacy Scientific Program

   Xizhi Tian, Wenhao Deng, Yanqing Shen, Zhikai Chen, Hang Chen, Tianrun Gao, and Long Wei

   Under review, 2027

2026

1. KDD

   

   EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator

   Qianyi Chen^*, Tianrun Gao^*, Chenbo Jiang^*, and Tailin Wu

   In KDD 2026 (Oral), 2026

   arXiv Bib

   @inproceedings{chen2026eqcollide,
     title = {EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator},
     author = {Chen, Qianyi and Gao, Tianrun and Jiang, Chenbo and Wu, Tailin},
     booktitle = {KDD 2026 (Oral)},
     year = {2026},
   }

2. ICLR

   

   GenCP: Towards Generative Modeling Paradigm of Coupled Physics with Application to Fluid-Structure Interaction

   Tianrun Gao^*, Haoren Zheng^*, Wenhao Deng^*, Haodong Feng, Tao Zhang, Ruiqi Feng, Qianyi Chen, and Tailin Wu

   In ICLR 2026, 2026

   arXiv Bib

   @inproceedings{gao2026gencp,
     title = {GenCP: Towards Generative Modeling Paradigm of Coupled Physics with Application to Fluid-Structure Interaction},
     author = {Gao, Tianrun and Zheng, Haoren and Deng, Wenhao and Feng, Haodong and Zhang, Tao and Feng, Ruiqi and Chen, Qianyi and Wu, Tailin},
     booktitle = {ICLR 2026},
     year = {2026},
   }

3. ICLR

   

   RealBench: A Benchmark for Complex Physical Systems with Real-World Data

   Peiyan Hu, Haodong Feng, Hongyuan Liu, Tongtong Yan, Wenhao Deng, Tianrun Gao, Rong Zheng, Haoren Zheng, and 8 more authors

   In ICLR 2026 (Oral), 2026

   arXiv Bib

   @inproceedings{hu2026realbench,
     title = {RealBench: A Benchmark for Complex Physical Systems with Real-World Data},
     author = {Hu, Peiyan and Feng, Haodong and Liu, Hongyuan and Yan, Tongtong and Deng, Wenhao and Gao, Tianrun and Zheng, Rong and Zheng, Haoren and Yu, Chenglei and Wang, Chuanrui and Li, Kaiwen and Ma, Zhi-Ming and Zhou, Dezhi and Lu, Xingcai and Fan, Dixia and Wu, Tailin},
     booktitle = {ICLR 2026 (Oral)},
     year = {2026},
   }

4. ICML

   

   BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction

   Tian Xia, Tianrun Gao, Wenhao Deng, Long Wei, Xiaowei Qian, Jiang Yixian, Chenglei Yu, and Tailin Wu

   In ICML 2026, 2026

   arXiv Bib

   @inproceedings{xia2026buildarena,
     title = {BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction},
     author = {Xia, Tian and Gao, Tianrun and Deng, Wenhao and Wei, Long and Qian, Xiaowei and Yixian, Jiang and Yu, Chenglei and Wu, Tailin},
     booktitle = {ICML 2026},
     year = {2026},
   }

5. ICML

   

   HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling

   Ruiqi Shu, Xiaohui Zhong, Qiusheng Huang, Ruijian Gou, Tianrun Gao, Hao Li, and Xiaomeng Huang

   In ICML 2026, 2026

   arXiv Bib

   @inproceedings{shu2026hybridom,
     title = {HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling},
     author = {Shu, Ruiqi and Zhong, Xiaohui and Huang, Qiusheng and Gou, Ruijian and Gao, Tianrun and Li, Hao and Huang, Xiaomeng},
     booktitle = {ICML 2026},
     year = {2026},
   }