李阳｜北京工业大学｜学者主页

2026

Can Multimodal Large Language Models Understand OCT?

Baochen Fu, Wenzhi Deng, Baihao Jin, Yang Li, Zihan Nie, Kailin Jiang, Yuntao Du, Weiye Song

arXiv preprint

2026

Agentic AI uncovers conserved cross-tissue protein co-abundance programs inaccessible to single-dataset analysis

Runyu Guan, Dehao Wu, Qiqi Xie, Yang Li, Haohan Wang

arXiv preprint

2026

SwiftRepertoire: Few-Shot Immune-Signature Synthesis via Dynamic Kernel Codes

Rong Fu, Yang Li, Yabin Jin, Jiekai Wu, Chunlei Meng, Simon Fong

arXiv preprint

2026

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

Weixin Liu, Juming Xiong, Yang Li, Qingyuan Song, Susannah Rose, Murat Kantarcioglu, Bradley Malin, Zhijun Yin

arXiv preprint

2026

EvoLen: Evolution-Guided Tokenization for DNA Language Model

Nan Huang, Xiaoxiao Zhou, Junxia Cui, Mario Tapia-Pacheco, Tiffany Amariuta, Yang Li, Jingbo Shang

arXiv preprint

2026

SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing

Shuyu Chen, Chen Zhu, Ye Zhang, Yang Li, Qiqi Xie, Haohan Wang

arXiv preprint

2026

SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Network for EEG-Based Depression Recognition

Yang Li, Pan Hu, Yan Zhang, Wenfan Yang, Tao Wu, Lianbo Guo

arXiv preprint

2025

A DNA-Centric Mechanism for Protein Targeting in 6mA Methylation

Li Yang, Dongbo Wang

arXiv preprint

2025

Enhancing Rare Codes via Probability-Biased Directed Graph Attention for Long-Tail ICD Coding

Tianlei Chen, Yuxiao Chen, Yang Li, Feifei Wang

arXiv preprint

2025

Automating Exploratory Multiomics Research via Language Models

Shang Qu, Ning Ding, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou

arXiv preprint

2025

How cancer emerges: Data-driven universal insights into tumorigenesis via hallmark networks

Jiahe Wang, Yan Wu, Yuke Hou, Yang Li, Dachuan Xu, Changjing Zhuge, Yue Han

arXiv preprint

2025

Interpretable structural-semantic decoding reveals language-like organisation of regulatory information in DNA

Li Yang, Dongbo Wang

arXiv preprint

2025

Language-Inspired Modeling Reveals Redundant Encoding of N4-acetylcytidine(ac4C) Modifications in mRNA

Li Yang, Dongbo Wang

arXiv preprint

2025

UltraFlwr -- An Efficient Federated Surgical Object Detection Framework

Yang Li, Soumya Snigdha Kundu, Maxence Boels, Toktam Mahmoodi, Sebastien Ourselin, Tom Vercauteren, Prokar Dasgupta, Jonathan Shapey, Alejandro Granados

arXiv preprint

2025

Quasiparticle energies and excitonic effects of α-RuCl3

Du Li, Li Yang

arXiv preprint

2025

Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization

Yang Li, Jinpei Guo, Runzhong Wang, Hongyuan Zha, Junchi Yan

arXiv preprint

2025

Quantitative Damping Calculation and Compensation Method for Global Stability Improvement of Inverter-Based Systems

Yang Li, Zenghui Zheng, Xiangyang Wu, Jiayong Li, Wei Wang, Qiang Zeng, Zhikang Shuai

arXiv preprint

2025

Two-Timescale Dynamic Service Deployment and Task Scheduling with Spatiotemporal Collaboration in Mobile Edge Networks

Yang Li, Xing Zhang, Yunji Zhao, Wenbo Wang

arXiv preprint

2025

AI-Enhanced Resilience in Power Systems: Adversarial Deep Learning for Robust Short-Term Voltage Stability Assessment under Cyber-Attacks

Yang Li, Shitu Zhang, Yuanzheng Li

arXiv preprint

精选作品

期刊论文

融合外部知识和提示学习的电子病历命名实体识别方法

预印本

Can Multimodal Large Language Models Understand OCT?

Agentic AI uncovers conserved cross-tissue protein co-abundance programs inaccessible to single-dataset analysis

SwiftRepertoire: Few-Shot Immune-Signature Synthesis via Dynamic Kernel Codes

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

EvoLen: Evolution-Guided Tokenization for DNA Language Model

SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing

SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Network for EEG-Based Depression Recognition

A DNA-Centric Mechanism for Protein Targeting in 6mA Methylation

Enhancing Rare Codes via Probability-Biased Directed Graph Attention for Long-Tail ICD Coding

Automating Exploratory Multiomics Research via Language Models

How cancer emerges: Data-driven universal insights into tumorigenesis via hallmark networks

Interpretable structural-semantic decoding reveals language-like organisation of regulatory information in DNA

Language-Inspired Modeling Reveals Redundant Encoding of N4-acetylcytidine(ac4C) Modifications in mRNA

UltraFlwr -- An Efficient Federated Surgical Object Detection Framework

Quasiparticle energies and excitonic effects of α-RuCl3

Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization

Quantitative Damping Calculation and Compensation Method for Global Stability Improvement of Inverter-Based Systems

Two-Timescale Dynamic Service Deployment and Task Scheduling with Spatiotemporal Collaboration in Mobile Edge Networks

AI-Enhanced Resilience in Power Systems: Adversarial Deep Learning for Robust Short-Term Voltage Stability Assessment under Cyber-Attacks

Spatiotemporal Non-Uniformity-Aware Online Task Scheduling in Collaborative Edge Computing for Industrial Internet of Things

QSTAformer: A Quantum-Enhanced Transformer for Robust Short-Term Voltage Stability Assessment against Adversarial Attacks

Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors

Learning to Solve Combinatorial Optimization under Positive Linear Constraints via Non-Autoregressive Neural Networks

Joint identification of spatially variable genes via a network-assisted Bayesian regularization approach

Dy-mer: An Explainable DNA Sequence Representation Scheme using Dictionary Learning

Deciphering interventional dynamical causality from non-intervention complex systems

CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion

Critical link identification of power system vulnerability based on modified graph attention network

SCKF-LSTM Based Trajectory Tracking for Electricity-Gas Integrated Energy System

Extraction of Typical Operating Scenarios of New Power System Based on Deep Time Series Aggregation

Self-Adaptive Active Damping Method for Stability Enhancement of Systems With Black-Box Inverters Considering Operating Points

Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks

Low carbon optimal scheduling of integrated energy system considering waste heat utilization under the coordinated operation of incineration power plant and P2G

Enhancing Resilience of Power Systems against Typhoon Threats: A Hybrid Data-Model Driven Approach

Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks

Astrocyte-Enabled Advancements in Spiking Neural Networks for Large Language Modeling

Improving Stability and Performance of Spiking Neural Networks through Enhancing Temporal Consistency

Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

OpenBox: A Python Toolkit for Generalized Black-box Optimization

CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images

Twist driven deep-ultraviolet-wavelength exciton funnel effect in bilayer boron nitride

First Principles and Machine Learning Identify Key Pairing Strength Factors of Cuprate Superconductors

Point Defects in Two-Dimensional RuCl3

Accelerating GW calculations of point defects with the defect-patched screening approximation

MINN: Learning the dynamics of differential-algebraic equations and application to battery modeling

Farthest Streamline Sampling for the Uniform Distribution of Forearm Muscle Fiber Tracts from Diffusion Tensor Imaging

BrainCog: A Spiking Neural Network based Brain-inspired Cognitive Intelligence Engine for Brain-inspired AI and Brain Simulation

An Unsupervised STDP-based Spiking Neural Network Inspired By Biologically Plausible Learning Rules and Connections

GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition

Mechanism of carrier doping induced magnetic phase transitions in two-dimensional materials

Multi-Meron Interactions and Statistics in Two-Dimensional Materials

Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach

Switchable enhanced spin photocurrent in Rashba and cubic Dresselhaus ferroelectric semiconductors

A BCS-GDE Algorithm for Multi-objective Optimization of Combined Cooling, Heating and Power Model

Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting

Extracting stochastic dynamical systems with $α$-stable Lévy noise from data

Optimal Scheduling of Integrated Demand Response-Enabled Community Integrated Energy Systems in Uncertain Environments

Stochastic optimal scheduling of demand response-enabled microgrids with renewable generations: An analytical-heuristic approach

Learning to Model the Relationship Between Brain Structural and Functional Connectomes

Optimal Scheduling of Integrated Demand Response-Enabled Integrated Energy Systems with Uncertain Renewable Generations: A Stackelberg Game Approach

Bayesian Bi-clustering Methods with Applications in Computational Biology

A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition

First-Principles Studies of Second-Order Nonlinear Optical Properties of Organic-Inorganic Hybrid Halide Perovskites

Nonreciprocal Second-Harmonic Generation in Few-Layer Chromium Triiodide

Method for Extracting Patterns of Coordinated Network Attacks on Electric Power CPS based on Temporal-Topological Correlation

Power Cyber-Physical System Risk Area Prediction Using Dependent Markov Chain and Improved Grey Wolf Optimization

High-Temperature Quantum Anomalous Hall Insulators in Lithium-Decorated Iron-Based Superconductor Materials

Curie Temperature of Emerging Two-Dimensional Magnetic Structures

Twist-angle dependence of the proximity spin-orbit coupling in graphene on transition-metal dichalcogenides

Modulated Interlayer Exciton Properties in a Two-Dimensional Moire Crystal

Optically Driven Magnetic Phase Transition of Monolayer RuCl3

Feature Selection for Transient Stability Assessment Based on Improved Maximal Relevance and Minimal Redundancy Criterion

Robust Cubature Kalman Filter for Dynamic State Estimation of Synchronous Machines under Unknown Measurement Noise Statistics

Security-Constrained Multi-Objective Optimal Power Flow for a Hybrid AC/VSC-MTDC System with Lasso-based Contingency Filtering

Optimisation and Comprehensive Evaluation of Alternative Energising Paths for Power System Restoration

Bayesian Hidden Markov Tree Models for Clustering Genes with Shared Evolutionary History