Chiang, Yuan

4 publications

ICLRW 2025 LLaMP: Large Language Model Made Powerful for High-Fidelity Materials Knowledge Retrieval Yuan Chiang, Elvis Hsieh, Chia-Hong Chou, Janosh Riebesell

ICLRW 2025 MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials Through an Open and Accessible Benchmark Platform Yuan Chiang, Tobias Kreiman, Elizabeth Weaver, Ishan Amin, Matthew Kuner, Christine Zhang, Aaron Kaplan, Daryl Chrzan, Samuel M Blau, Aditi S. Krishnapriyan, Mark Asta

NeurIPS 2025 MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform Yuan Chiang, Tobias Kreiman, Christine Zhang, Matthew C. Kuner, Elizabeth Jin Weaver, Ishan Amin, Hyunsoo Park, Yunsung Lim, Jihan Kim, Daryl Chrzan, Aron Walsh, Samuel M Blau, Mark Asta, Aditi S. Krishnapriyan

AAAI 2024 DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu