Laughing hyena distillery: Extracting compact recurrences from convolutions S Massaroli, M Poli, D Fu, H Kumbong, R Parnichkun, D Romero, ... Advances in Neural Information Processing Systems 36, 2024 | 6* | 2024 |
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores DY Fu, H Kumbong, E Nguyen, C Ré International Conference on Learning Representations (ICLR), 2024, 2023 | 5 | 2023 |
GPT-Zip: Deep Compression of Finetuned Large Language Models B Isik, H Kumbong, W Ning, X Yao, S Koyejo, C Zhang Workshop on Efficient Systems for Foundation Models @ ICML2023, 2023 | 4 | 2023 |
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry M Zhang, K Bhatia, H Kumbong, C Ré International Conference on Learning Representations (ICLR), 2024, 2024 | 1 | 2024 |
On the design and implementation of efficient antennas for high frequency‐radio frequency identification read/write devices E Ofosu Addo, B Kommey, A Selasi Agbemenu, H Kumbong Engineering Reports 3 (10), e12407, 2021 | 1 | 2021 |