User profiles for Yexin Liu

Yexin Liu

The Hong Kong University of Science and Technology
Verified email at connect.ust.hk
Cited by 619

Efficient multimodal learning from data-centric perspective

M He, Y Liu, B Wu, J Yuan, Y Wang, T Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Multimodal Large Language Models (MLLMs) have demonstrated notable capabilities in
general visual understanding and reasoning tasks. However, their deployment is hindered by …

Efficient multimodal large language models: A survey

Y Jin, J Li, Y Liu, T Gu, K Wu, Z Jiang, M He… - arXiv preprint arXiv …, 2024 - arxiv.org
In the past year, Multimodal Large Language Models (MLLMs) have demonstrated remarkable
performance in tasks such as visual question answering, visual understanding and …

Deep learning for event-based vision: A comprehensive survey and benchmarks

X Zheng, Y Liu, Y Lu, T Hua, T Pan, W Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Event cameras are bio-inspired sensors that capture the per-pixel intensity changes
asynchronously and produce event streams encoding the time, pixel position, and polarity (sign) of …

Nrf2 deficiency deteriorates diabetic kidney disease in Akita model mice

Y Liu, A Uruno, R Saito, N Matsukawa, E Hishinuma… - Redox Biology, 2022 - Elsevier
Oxidative stress is an essential component in the progression of diabetic kidney disease (DKD),
and the transcription factor NF-E2-related factor-2 (Nrf2) plays critical roles in protecting …

Applications of low-temperature thermochemical energy storage systems for salt hydrates based on material classification: A review

J Lin, Q Zhao, H Huang, H Mao, Y Liu, Y Xiao - Solar Energy, 2021 - Elsevier
Thermochemical energy storage (TCES) systems are an advanced energy storage technology
that address the potential mismatch between the availability of solar energy and its …

Glycoprotein non-metastatic melanoma protein b (Gpnmb) is highly expressed in macrophages of acute injured kidney and promotes M2 macrophages polarization

…, H Ouyang, Y Liu, F Yuan, L Sun, F Liu, H Liu - Cellular …, 2017 - Elsevier
Acute kidney injury (AKI) is an increasingly common disorder that is strongly linked to short-
and long-term morbidity and mortality. During AKI process, macrophages, one of the …

Both style and distortion matter: Dual-path unsupervised domain adaptation for panoramic semantic segmentation

X Zheng, J Zhu, Y Liu, Z Cao, C Fu… - Proceedings of the …, 2023 - openaccess.thecvf.com
The ability of scene understanding has sparked active research for panoramic image
semantic segmentation. However, the performance is hampered by distortion of the …

[HTML][HTML] Will green CSR enhance innovation? A perspective of public visibility and firm transparency

W Wu, Y Liu, T Chin, W Zhu - … of environmental research and public health, 2018 - mdpi.com
In response to the asking and requiring of stakeholders to be more environmentally responsible,
firms must commit to green corporate social responsibility (CSR). Firms being green …

Effects of RAAS inhibitors in patients with kidney disease

F Zhang, H Liu, D Liu, Y Liu, H Li, X Tan, F Liu… - Current hypertension …, 2017 - Springer
Proteinuria and decline of renal function are associated with progression of kidney disease.
The Renin Angiotensin Aldosterone System (RAAS) plays an important role in blood …

Evaluating large language models and agents in healthcare: key challenges in clinical applications

C Xiaolan, X Jiayang, L Shanfu, L Yexin… - Intelligent …, 2025 - mednexus.org
Large language models (LLMs) have emerged as transformative tools with significant potential
across healthcare and medicine. In clinical settings, they hold promises for tasks ranging …