User profiles for Haotian Liu

Haotian Liu

- Verified email at x.ai - Cited by 2780

HAOTIAN LIU

- Verified email at g.ucla.edu - Cited by 1715

[HTML][HTML] Solubilization and stable dispersion of myofibrillar proteins in water through the destruction and inhibition of the assembly of filaments using high-intensity …

H Liu, H Zhang, Q Liu, Q Chen, B Kong - Ultrasonics Sonochemistry, 2020 - Elsevier
The insolubility and poor dispersion of myofibrillar proteins (MPs) in water have always
been the primary factors limiting the development of novel meat-based products. This study …

Surface-engineered PtNi-O nanostructure with record-high performance for electrocatalytic hydrogen evolution reaction

Z Zhao, H Liu, W Gao, W Xue, Z Liu… - Journal of the …, 2018 - ACS Publications
Hydrogen holds the potential of replacing nonrenewable fossil fuel. Improving the efficiency
of hydrogen evolution reaction (HER) is critical for environmental friendly hydrogen …

Elevater: A benchmark and toolkit for evaluating language-augmented visual models

C Li, H Liu, L Li, P Zhang, J Aneja… - Advances in …, 2022 - proceedings.neurips.cc
Learning visual representations from natural language supervision has recently shown great
promise in a number of pioneering works. In general, these language-augmented visual …

Visual instruction tuning

H Liu, C Li, Q Wu, YJ Lee - Advances in neural information …, 2024 - proceedings.neurips.cc
Instruction tuning large language models (LLMs) using machine-generated instruction-following
data has been shown to improve zero-shot capabilities on new tasks, but the idea is …

Gligen: Open-set grounded text-to-image generation

Y Li, H Liu, Q Wu, F Mu, J Yang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Large-scale text-to-image diffusion models have made amazing advances. However, the
status quo is to use text input alone, which can impede controllability. In this work, we propose …

Llava-med: Training a large language-and-vision assistant for biomedicine in one day

…, C Wong, S Zhang, N Usuyama, H Liu… - Advances in …, 2024 - proceedings.neurips.cc
Conversational generative AI has demonstrated remarkable promise for empowering
biomedical practitioners, but current investigations focus on unimodal text. Multimodal …

A fundamental look at electrocatalytic sulfur reduction reaction

…, C Wan, J Li, Z Chen, D Zhu, D Baumann, H Liu… - Nature Catalysis, 2020 - nature.com
The fundamental kinetics of the electrocatalytic sulfur reduction reaction (SRR), a complex
16-electron conversion process in lithium–sulfur batteries, is so far insufficiently explored. …

Improved baselines with visual instruction tuning

H Liu, C Li, Y Li, YJ Lee - arXiv preprint arXiv:2310.03744, 2023 - arxiv.org
Large multimodal models (LMM) have recently shown encouraging progress with visual
instruction tuning. In this note, we show that the fully-connected vision-language cross-modal …

Masked discrimination for self-supervised learning on point clouds

H Liu, M Cai, YJ Lee - European Conference on Computer Vision, 2022 - Springer
Masked autoencoding has achieved great success for self-supervised learning in the image
and language domains. However, mask based pretraining has yet to show benefits for point …

Pt‐based nanocrystal for electrocatalytic oxygen reduction

Z Zhao, C Chen, Z Liu, J Huang, M Wu, H Liu… - Advanced …, 2019 - Wiley Online Library
Currently, Pt‐based electrocatalysts are adopted in the practical proton exchange membrane
fuel cell (PEMFC), which converts the energy stored in hydrogen and oxygen into electrical …