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RESEARCH & SCHOLARSHIP

Publications & manuscripts论文与研究稿件.

My name is shown in bold. Publication and manuscript statuses are listed separately.我的名字以粗体标注。已发表成果与在审、预印本等状态分别注明。

Google Scholar

Publication list论文列表

GeoSplit edge-server framework View figure查看原图
2027/ Submitted to ICASSP 2027投稿至 ICASSP 2027

GeoSplit: Selective Edge–Server Map Acquisition for Cross-User Travel-Mode Recognition

Wang, Z.*; Niu, L.*; Li, R.; Ban, J. (X.).

ICASSP 2027

* Equal contribution.* 共同一作。

MSDLoss forecasting framework View figure查看原图
2027/ Submitted to ICASSP 2027投稿至 ICASSP 2027

MSDLoss: EMA-Adaptive Multi-Scale Difference Loss for Time Series Forecasting

Wang, Z.*; Liao, B.*; Niu, L.; Li, R.; Ban, J. (X.).

ICASSP 2027

* Equal contribution.* 共同一作。

Cross-border spatial identity measurement framework View figure查看原图
2025/ Under review在审

Leveraging Large Language Models to Measure Cross-Border Spatial Identity from Multilingual Social Media Data

Niu, L.; Wang, Y.; He, S.; Zhang, W.

Transactions in GIS

Quasi-experimental study design for electric vehicle adoption View figure查看原图
2025/ Under review在审

Rebound or Substitution? The Causal Effect of Electric Vehicle Adoption on Individual Travel Behaviour: A Quasi-Experiment

Liu, C.; Niu, L.; Zhang, W.

Applied Geography

Publication论文
2025/ EUGEO 2025 Oral

Evaluating the Causal Impacts on Spatial Satisfaction Sentiment of Shenzhen–Hong Kong Regional Integration Policies: An Interrupted Time Series Study Leveraging LLMs

Niu, L.; Wang, Y.; He, S.; Zhang, W.

Behaviour Change Wheel used in the public transport policy study View figure查看原图
2025/ AESOP 2025 Oral

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

Niu, L.; Gu, J.; Liu, C.; Zhang, W.

Manuscript研究稿件
2025/ In preparation撰写中

A Traffic Assignment Model Balancing User Preference and System Optimum

Niu, L.; Xing, X.; Liu, Z.; Yao, E.

Manuscripts include preprints, submissions, and work in preparation; these are not listed as accepted publications.研究稿件包含预印本、投稿与撰写中的工作，均不作为已录用成果展示。