Mullins, Robert D.

8 publications

ICML 2025 Hardware and Software Platform Inference Cheng Zhang, Hanna Foerster, Robert D. Mullins, Yiren Zhao, Ilia Shumailov

ICLR 2025 Inverse Constitutional AI: Compressing Preferences into Principles Arduin Findeis, Timo Kaufmann, Eyke Hüllermeier, Samuel Albanie, Robert D. Mullins

NeurIPS 2025 PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation Chong Tang, Joseph Powell, Dirk Koch, Robert D. Mullins, Alex S. Weddell, Jagmohan Chauhan

ICMLW 2024 Optimised Grouped-Query Attention Mechanism for Transformers Yuang Chen, Cheng Zhang, Xitong Gao, Robert D. Mullins, George Anthony Constantinides, Yiren Zhao

ICMLW 2024 Unlocking the Global Synergies in Low-Rank Adapters Zixi Zhang, Cheng Zhang, Xitong Gao, Robert D. Mullins, George Anthony Constantinides, Yiren Zhao

ICLRW 2023 Augmentation Backdoors Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert D. Mullins

NeurIPSW 2022 DARTFormer: Finding the Best Type of Attention Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D. Mullins

NeurIPSW 2022 Wide Attention Is the Way Forward for Transformers? Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D. Mullins