| Rezero is all you need: Fast convergence at large depth T Bachlechner, BP Majumder, H Mao, G Cottrell, J McAuley Uncertainty in Artificial Intelligence, 1352-1361, 2021 | 331 | 2021 |
| A convolutional neural network-based approach for the rapid annotation of molecularly diverse natural products R Reher, HW Kim, C Zhang, HH Mao, M Wang, LF Nothias, ... Journal of the American Chemical Society 142 (9), 4114-4120, 2020 | 176 | 2020 |
| DeepJ: Style-specific music generation HH Mao, T Shin, G Cottrell 2018 IEEE 12th International Conference on Semantic Computing (ICSC), 377-382, 2018 | 164 | 2018 |
| LakhNES: Improving multi-instrumental music generation with cross-domain pre-training C Donahue, HH Mao, YE Li, GW Cottrell, J McAuley arXiv preprint arXiv:1907.04868, 2019 | 161 | 2019 |
| A survey on self-supervised pre-training for sequential transfer learning in neural networks HH Mao arXiv preprint arXiv:2007.00800, 2020 | 73 | 2020 |
| Speech recognition and multi-speaker diarization of long conversations HH Mao, S Li, J McAuley, G Cottrell arXiv preprint arXiv:2005.08072, 2020 | 59 | 2020 |
| Improving neural story generation by targeted common sense grounding HH Mao, BP Majumder, J McAuley, GW Cottrell arXiv preprint arXiv:1908.09451, 2019 | 53 | 2019 |
| The NES music database: A multi-instrumental dataset with expressive performance attributes C Donahue, HH Mao, J McAuley arXiv preprint arXiv:1806.04278, 2018 | 40 | 2018 |
| Pagoamide A, a Cyclic Depsipeptide Isolated from a Cultured Marine Chlorophyte, Derbesia sp., Using MS/MS-Based Molecular Networking Y Li, HB Yu, Y Zhang, T Leao, E Glukhov, ML Pierce, C Zhang, H Kim, ... Journal of natural products 83 (3), 617-625, 2020 | 29 | 2020 |
| Fine-tuning pre-trained transformers into decaying fast weights HH Mao arXiv preprint arXiv:2210.04243, 2022 | 14 | 2022 |
| ªLakhNES: Improving multi-instrumental music generation with cross-domain pre-training, º in C Donahue, HH Mao, YE Li, GW Cottrell, J McAuley Proceedings of the 20th International Society for Music Information …, 2019 | 6 | 2019 |
| Variable bitrate discrete neural representations via causal self-attention S Li, HH Mao, J McAuley 2nd Pre-registration workshop (NeurIPS 2021), Remote, 2021 | 5 | 2021 |
| Bernard: A stateful neural open-domain socialbot BP Majumder, S Li, J Ni, HH Mao, S Sun, J McAuley Alexa prize proceedings, 2020 | 3 | 2020 |
| Accelerated Natural Product Structure Determination by an NMR-Based Deep Convolutional Neural Net Leads to Discovery of a Novel Combinatorial Biosynthetic Pathway R Reher, T Leao, H Kim, C Zhang, H Mao, L Gerwick, G Cottrell, ... 3rd International Conference on Natural Products Discovery and Development …, 2020 | | 2020 |
| SPECTRE: A Spectral Transformer for Molecule Identification W Xu, HH Mao, AI Jenni, H Kim, JJ Zhao, C Zhang, B Ryu, Y Xu, ... | | |
| Generating Factual Documents by Synthesizing Knowledge Sources S Li, J Ni, HH Mao, J McAuley | | |
| Distilling Task-Specific Knowledge from BERT via Adversarial Belief Matching HH Mao, BP Majumder, J McAuley, GW Cottrell | | |
| FastBERT: Speeding up Self-attentions BP Majumder, HH Mao, K Mrini | | |