Di Huang

OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Graph Language Foundation Modeling

Fuhai Li, Heming Zhang, Tianma Xu, Dekang Cao et autres

us (code pays fourni par la source)

AI for Scientific Discovery in Omics Data-Driven Precision Medicine.

Fuhai Li, Heming Zhang, Di Huang, Hao Li et autres

In recent years, the rapid advancement of high-throughput technologies has led to the generation of vast and complex multi-omics datasets that are valuable for characterizing and understanding complex cell signaling network systems. On the other hand, large language models (LLMs), domain-specific foundation …

us, ch, gb (code pays fourni par la source)

Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges

Z J Li, Alexandre Chapin, Enda Xiang, Rui Yang et autres

Robotic Manipulation (RM) is central to the advancement of autonomous robots, enabling them to interact with and manipulate objects in real-world environments. This survey focuses on RM methodologies that leverage imitation learning, a powerful technique that allows robots to learn complex manipulation …

fr, cn (code pays fourni par la source)

GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning

Heming Zhang, Di Huang, Yixin Chen, Fuhai Li

The integration of multi-omic data is pivotal for understanding complex diseases, but its high dimensionality and noise present significant challenges. Graph Neural Networks (GNNs) offer a robust framework for analyzing large-scale signaling pathways and protein-protein interaction networks, yet they face limitations in …

us (code pays fourni par la source)

Artificial intelligence-based power market price prediction in smart renewable energy systems: Combining prophet and transformer models

Cheng C. Huang, Tianhui Zhao, Di Huang, Bingcheng Cen et autres

With the increasing integration of smart renewable energy systems and power electronic converters, electricity market price prediction is particularly important. It is not only crucial for the interests of power suppliers and market regulators but also plays a key role in ensuring …

cn (code pays fourni par la source)

A novel ABCD1 gene mutation causes adrenomyeloneuropathy presenting with spastic paraplegia: A case report

Jinxin Liu, Xin Wang, Di Huang, Yuna Qi et autres

RATIONALE: X-linked adrenoleukodystrophy (X-ALD) is caused by mutations in the ABCD1 gene leading to very long chain fatty acid (VLCFA) accumulation. The disease demonstrates a spectrum of phenotypes including adrenomyeloneuropathy (AMN). We aimed to identify the genetic basis of disease in a …

hk, cn, us (code pays fourni par la source)

Short: Racial Disparities in Pulse Oximetry Cannot Be Fixed With Race-Based Correction

Neal Patwari, Di Huang, Francesca Bonetta-Misteli

Pulse oximeters play a critical role in health monitoring. Pulse ox measurements have statistical bias that is a function of race, which results in higher rates of occult hypoxemia, i.e., missed detection of dangerously low oxygenation, in patients of color. This paper …

us (code pays fourni par la source)

Study on the stability of power market regulation under the multi-user coupling demand response

Yufang Liu, Ping Jie Huang, Zeyang Liu, Yang Lin et autres

In order to guide the demand-side electricity consumption behaviour of users, after investigating the whole social electricity consumption load of a county in southern China, according to the demand response, time-of-use electricity price and the reality of China's electricity market, this paper …

cn (code pays fourni par la source)

Retailer Profit under Renewable Energy and Demand Response Access Considering CVaR

Chi Wu, Di Huang, Zhe Chen

To achieve its carbon peak and neutrality targets, China is actively building a new power system with renewable energy as the main body and vigorously promoting the reform of power marketization. The disorderly access of a large number of renewable energy sources …

cn (code pays fourni par la source)

Carbon Neutrality-Oriented Energy Sharing for Prosumers Based on VCG Auction Mechanism

Di Huang, Cheng Huang, Jiaqi Xu, Yufang Liu et autres

The design of the trade mechanism is essential for the construction of electricity markets. This paper proposes the energy trade method for single-type prosumer markets based on VCG (Vickrey-Clark-Groves) mechanism, and models each subject to simulate the operation of energy trade methods. …

cn (code pays fourni par la source)

Energy Trading for Multi-type Prosumer in Context of Electricity-Carbon Coupled Market

Yufang Liu, Di Huang, Cheng C. Huang, Jiaqi Xu et autres

The design of the transaction mechanism is one of the key points in the construction of the power market. This paper presents an energy trading method based on VCG auction mechanism for multi-type prosumer market. Firstly, the basic theory of VCG auction …

cn (code pays fourni par la source)

Anatomical Landmark Detection Using a Feature-Sharing Knowledge Distillation-Based Neural Network

Di Huang, Yuzhao Wang, Yu Wang, Guishan Gu et autres

Existing anatomical landmark detection methods consider the performance gains under heavyweight network architectures, which lead to models tending to have poor scalability and cost-effectiveness. To solve this problem, state-of-the-art knowledge distillation (KD) methods are proposed. However, they only require the teacher model …

cn (code pays fourni par la source)