About Me


Hi, I'm Luyao Niu, a Master's student at Peking University focused on Smart Cities and Big Data. Building on a Bachelor's degree in Transportation Engineering from Beijing Jiaotong University, my research lies at the intersection of artificial intelligence and intelligent traffic system and transportation.

Driven by a passion for creating smarter, resilient and more sustainable cities, I am actively seeking Ph.D. opportunities to continue advancing the frontiers of intelligent transportation. Let's connect!

Education

Peking University

  • M.S. | Urban Planning (Smart Cities and Big Data Specialization)
  • September 2023 – June 2026
  • GPA: 3.75/4.0
  • Key Courses: Frontier Theories and Methods of Smart Cities (A+), Geostatistical Models and Methods (A+)

Beijing Jiaotong University

  • B.Eng. | Transportation Engineering (Major) & Finance (Minor)
  • September 2019 – June 2023
  • GPA: 3.97/4.0 (Rank: 2/389)
  • Key Courses: Calculus (100), C Programming (A), Transportation Planning (94), Traffic Flow Theory (93), Operational Research (95)

Publications


Joint design of public transit and autonomous vehicle mobility systems for tourist cities considering private tour trips


Ziyi Shi, Sida Luo, Luyao Niu, Chunfu Shao

Transportation Research Part C: Emerging Technologies, 2025


MF-AttnBiLSTM: Traffic Flow Prediction via Hybrid Signal Decomposition and Dual-Stream Temporal Attention Learning


Luyao Niu, Zepu Wang, Jing Liu, Azzedine Boukerche, Peng Sun

IEEE, IEEE Global Communications Conference: IoT and Sensor Networks, 2025 Dec


AskNearby: An LLM-Based Application for Neighborhood Information Retrieval and Personalized Cognitive-Map Recommendations


Luyao Niu, Zhicheng Deng, Boyang Li, Nuoxian Huang, Ruiqi Liu, Wenjia Zhang

ACM, ACM SIGSPATIAL GeoAI'25 Workshop, USA, 2025 Nov 3


Why Public Transport Policies Work or Not? A Meta-Analysis Based on the Behaviour Change Wheel Model.


Luyao Niu, Jiayu Gu, Chengcheng Liu, Wenjia Zhang

ASEOP, Istanbul, 2025 Jul 10


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