Xiannan Huang

According to our database, Xiannan Huang authored at least 12 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

TEFL: Prediction-Residual-Guided Rolling Forecasting for Multi-Horizon Time Series.

Xiannan Huang, Shen Fang, Shuhan Qiu, Chengcheng Yu, Jiayuan Du, Chao Yang

CoRR, February, 2026

Learning from Yesterday's Error: An Efficient Online Learning Method for Traffic Demand Prediction.

Xiannan Huang, Quan Yuan, Chao Yang

CoRR, February, 2026

2025

Online time series prediction using feature adjustment.

Xiannan Huang, Shuhan Qiu, Jiayuan Du, Chao Yang

CoRR, September, 2025

Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model.

Xiannan Huang, Shuhan Qiu

CoRR, May, 2025

CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee.

Chao Yang, Xiannan Huang, Shuhan Qiu, Yan Cheng

CoRR, April, 2025

Generalized Route Choice Modeling via Fusion of Structural Knowledge and LLM-Inferred Context.

Shuhan Qiu, Xiannan Huang, Guoyang Qin, Xuejian Chen, Jian Sun

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

2024

Individual Bus Trip Chain Prediction and Pattern Identification Considering Similarities.

Xiannan Huang, Yixin Chen, Quan Yuan, Chao Yang

CoRR, 2024

Predicting Subway Passenger Flows under Incident Situation with Causality.

Xiannan Huang, Shuhan Qiu, Quan Yuan, Chao Yang

CoRR, 2024

Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations.

Xiannan Huang, Chao Yang, Quan Yuan

CoRR, 2024

Incorporating Long-term Data in Training Short-term Traffic Prediction Model.

Xiannan Huang, Shuhan Qiu, Yan Cheng, Quan Yuan, Chao Yang

CoRR, 2024

Enhancing Traffic Prediction with Textual Data Using Large Language Models.

Xiannan Huang

CoRR, 2024

2013

Design and Implementation of a Taxi Intelligent Service System.

Jiancheng Ye, Ang Chen, Xiannan Huang, Xinyu Liu, Huiling Zhou

Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2013