Yang Liu - Publications, H-index & Citations

Yang Liu

Tsinghua University

34H指数

217论文数

3.8K被引数

收录论文 57

发表时间

Operational efficiency of China’s low-altitude economy: Spatiotemporal patterns, policy drivers, and safety implications 中国低空经济运行效率：时空格局、政策驱动及安全影响

Accident Analysis and Prevention

IF6.2

2026-08-13

PREAI

Xiaoqing Chen; Xiajie Yi; Yang Liu; Shulu Chen

ReVerSeg: Training-free reason-and-verify video segmentation for traffic scenes ReVerSeg：面向交通场景的无训练推理与验证视频分割

Expert Systems with Applications

IF7.5

2026-08-01

PREAI

Kuang, Senyun; Liu, Yang; Feng, Shuo; Wen, Xiaoyu; Tang, Lv; Wei, Yintao

MambaDBF: Dual-Branch Mamba with FFN for Time Series Forecasting MambaDBF：用于时间序列预测的双分支Mamba与FFN

NEURAL INFORMATION PROCESSING, ICONIP 2025, PT VI

IF0

2026-01-01

PREAI

Wang, Shu; Liu, Yang; Chen, Jianyong; Lin, Qiuzhen

Heterogeneous graph transformer and diffusion model for disease diagnosis 异构图Transformer和扩散模型用于疾病诊断

Scientific Reports

IF3.9

2025-12-17

OAAI

Xiaodong Zhu; Dan Yang; Yang Liu

Development and validation of deep continual learning model to sequentially learn multiple clinical prediction tasks for ICU patients 开发和验证深度持续学习模型，以顺序学习多个针对ICU患者的临床预测任务

Artificial Intelligence in Medicine

IF6.2

2025-11-27

PREAI

Zhixuan Zeng; Yang Liu; Shuo Yao; Xu Cai; Wenbin Nan; Yiyang Xie; Xun Gong

Multimodal context-aware translation of the endangered dongba script 多模态情境感知翻译濒危东巴文

npj Heritage Science

IF3.9

2025-10-16

OAAI

Shuo Li; Xiaojun Bi; Junyao Xing; Ziyue Wang; Fuwen Luo; Peng Li; Yang Liu

Mining and analysis of adverse event signals of isotretinoin based on the real-world data of FAERS database 基于FAERS数据库真实世界数据的异维A酸不良事件信号挖掘与分析

Frontiers in Medicine

IF3

2025-10-01

OAAI

Liu Yang†; Hanzhang Xie†; Ying Jia†; Bingnan Cui; Zhanshuo Xiao

Cross-city transfer learning: Applications and challenges for smart cities and sustainable transportation 城市间迁移学习：智能城市和可持续交通的应用与挑战

Communications in Transportation Research

IF14.5

2025-09-03

PREAI

Ying Yang; Jiahao Zhan; Yang Liu; Qi Wang

Port carbon emission estimation: Principles, practices, and machine learning applications 港口碳排放估算：原理、实践与机器学习应用

TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW

IF8.8

2025-07-01

PREAI

Zhang, Zekun; Rong, Wuyue; Liu, Yang

BETM: A new pre-trained BERT-guided embedding-based topic model BETM：一种基于预训练BERT引导的嵌入式主题模型

Big Data Research

IF4.2

2025-06-06

PREAI

Yang Liu; Xiaotang Zhou; Zhenwei Zhang; Xiran Yang

A systematic review of generative adversarial networks for traffic state prediction: Overview, taxonomy, and future prospects 生成对抗网络在交通状态预测中的应用综述：概述、分类与未来展望

INFORMATION FUSION

IF15.5

2025-05-01

PREAI

Li, Ying; Bai, Fan; Lyu, Cheng; Qu, Xiaobo; Liu, Yang

Inferring spatial-temporal attributes of vehicle itinerary with Automatic Vehicle Identification data: Methodology and application☆

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

IF6.8

2024-12-01

PREAI

Cao, Qi; Liu, Yang; Ren, Gang; Wang, Shunchao; Li, Dawei; Deng, Yue; Qu, Xiaobao

Enhanced Scene Understanding and Situation Awareness for Autonomous Vehicles Based on Semantic Segmentation 基于语义分割的自主车辆场景理解与态势感知增强方法

ieee transactions on cybernetics

IF8.7

2024-11-01

PREAI

Zhao, Yiyue; Wang, Liang; Yun, Xinyu; Chai, Chen; Liu, Zhiyu; Fan, Wenxuan; Luo, Xiao; Liu, Yang; Qu, Xiaobo

Deep knowledge distillation: A self-mutual learning framework for traffic prediction 深度知识蒸馏: 一种用于流量预测的自学习框架

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-10-01

OAAI

Li, Ying; Li, Ping; Yan, Doudou; Liu, Yang; Liu, Zhiyuan

The role of intelligent technology in the development of urban air mobility systems: A technical perspective

FUNDAMENTAL RESEARCH

IF6.3

2024-09-01

OAAI

Liu, Yang; Lyu, Cheng; Bai, Fan; Parishwad, Omkar; Li, Ying

Enhancing State Representation in Multi-Agent Reinforcement Learning for Platoon-Following Models 在队列跟随模型的多智能体强化学习中增强状态表示

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-08-01

PREAI

Lin, Hongyi; Lyu, Cheng; He, Yixu; Liu, Yang; Gao, Kun; Qu, Xiaobo

A Low-Rank Bayesian Temporal Matrix Factorization for the Transfer Time Prediction Between Metro and Bus Systems

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-07-01

PREAI

Wu, Pan; Pei, Mingyang; Wang, Tao; Liu, Yang; Liu, Zhiyuan; Zhong, Lingshu

Applying masked language model for transport mode choice behavior prediction 应用掩蔽语言模型进行运输方式选择行为预测

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

IF6.8

2024-06-01

PREAI

Yang, Ying; Zhang, Wei; Lin, Hongyi; Liu, Yang; Qu, Xiaobo

Deep Demand Prediction: An Enhanced Conformer Model With Cold-Start Adaptation for Origin-Destination Ride-Hailing Demand Prediction

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE

IF5

2024-05-01

PREAI

Lin, Hongyi; He, Yixu; Liu, Yang; Gao, Kun; Qu, Xiaobo

Experimental study on the heat transfer characteristics of a novel self-driven cooling system

INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

IF5.8

2024-04-01

PREAI

Liu, Yang; Chen, Chaowei; Wang, Jingtong; Xin, Gongming

研究方向