User profiles for Kevin Liang
Kevin J LiangFundamental AI Research (FAIR) at Meta Verified email at meta.com Cited by 791 |
HMDB 4.0: the human metabolome database for 2018
…, YD Feunang, A Marcu, AC Guo, K Liang… - Nucleic acids …, 2018 - academic.oup.com
The Human Metabolome Database or HMDB ( www.hmdb.ca ) is a web-enabled metabolomic
database containing comprehensive information about human metabolites along with …
database containing comprehensive information about human metabolites along with …
[HTML][HTML] Durum wheat genome highlights past domestication signatures and future improvement targets
…, JM Clarke, AG Sharpe, CS Koh, KYH Liang… - Nature …, 2019 - nature.com
The domestication of wild emmer wheat led to the selection of modern durum wheat, grown
mainly for pasta production. We describe the 10.45 gigabase (Gb) assembly of the genome …
mainly for pasta production. We describe the 10.45 gigabase (Gb) assembly of the genome …
Genomic atlas of the plasma metabolome prioritizes metabolites implicated in human diseases
…, G Butler-Laporte, T Nakanishi, A Cerani, KYH Liang… - Nature …, 2023 - nature.com
Metabolic processes can influence disease risk and provide therapeutic targets. By conducting
genome-wide association studies of 1,091 blood metabolites and 309 metabolite ratios, …
genome-wide association studies of 1,091 blood metabolites and 309 metabolite ratios, …
A multiplexed network for end-to-end, multilingual OCR
Recent advances in OCR have shown that an end-to-end (E2E) training pipeline that includes
both detection and recognition leads to the best results. However, many existing methods …
both detection and recognition leads to the best results. However, many existing methods …
Chronic nicotine administration exacerbates tau pathology in a transgenic model of Alzheimer's disease
The association between nicotinic acetylcholine receptor (nAChR) dysfunction and cognitive
decline in Alzheimer's disease (AD) has been widely exploited for its therapeutic potential. …
decline in Alzheimer's disease (AD) has been widely exploited for its therapeutic potential. …
Sylph: A hypernetwork framework for incremental few-shot object detection
We study the challenging incremental few-shot object detection (iFSD) setting. Recently,
hypernetwork-based approaches have been studied in the context of continuous and finetune-…
hypernetwork-based approaches have been studied in the context of continuous and finetune-…
Towards fair federated learning with zero-shot data augmentation
Federated learning has emerged as an important distributed learning paradigm, where a
server aggregates a global model from many client-trained models, while having no access to …
server aggregates a global model from many client-trained models, while having no access to …
Few-shot learning with noisy labels
Few-shot learning (FSL) methods typically assume clean support sets with accurately labeled
samples when training on novel classes. This assumption can often be unrealistic: support …
samples when training on novel classes. This assumption can often be unrealistic: support …
[HTML][HTML] Roseobacters in a sea of poly-and paraphyly: whole genome-based taxonomy of the family Rhodobacteraceae and the proposal for the split of the “ …
KYH Liang, FD Orata, YF Boucher… - Frontiers in Microbiology, 2021 - frontiersin.org
The family Rhodobacteraceae consists of alphaproteobacteria that are metabolically,
phenotypically, and ecologically diverse. It includes the roseobacter clade, an informal designation…
phenotypically, and ecologically diverse. It includes the roseobacter clade, an informal designation…
MarkerDB: an online database of molecular biomarkers
DS Wishart, B Bartok, E Oler, KYH Liang… - Nucleic acids …, 2021 - academic.oup.com
MarkerDB is a freely available electronic database that attempts to consolidate information
on all known clinical and a selected set of pre-clinical molecular biomarkers into a single …
on all known clinical and a selected set of pre-clinical molecular biomarkers into a single …