Xiannan Huang

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning from Yesterday's Error: An Efficient Online Learning Method for Traffic Demand Prediction.
CoRR
Xiannan Huang, Quan Yuan, Chao Yang
2026 J jnl
TEFL: Prediction-Residual-Guided Rolling Forecasting for Multi-Horizon Time Series.
CoRR
Xiannan Huang, Shen Fang, Shuhan Qiu, Chengcheng Yu, Jiayuan Du, Chao Yang
2025 J jnl
CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee.
CoRR
Chao Yang, Xiannan Huang, Shuhan Qiu, Yan Cheng
2025 J jnl
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model.
CoRR
Xiannan Huang, Shuhan Qiu
2025 — conf
Generalized Route Choice Modeling via Fusion of Structural Knowledge and LLM-Inferred Context.
ITSC
Shuhan Qiu, Xiannan Huang, Guoyang Qin, Xuejian Chen, Jian Sun
2025 J jnl
Online time series prediction using feature adjustment.
CoRR
Xiannan Huang, Shuhan Qiu, Jiayuan Du, Chao Yang
2024 J jnl
Enhancing Traffic Prediction with Textual Data Using Large Language Models.
CoRR
Xiannan Huang
2024 J jnl
Incorporating Long-term Data in Training Short-term Traffic Prediction Model.
CoRR
Xiannan Huang, Shuhan Qiu, Yan Cheng, Quan Yuan, Chao Yang
2024 J jnl
Individual Bus Trip Chain Prediction and Pattern Identification Considering Similarities.
CoRR
Xiannan Huang, Yixin Chen, Quan Yuan, Chao Yang
2024 J jnl
Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations.
CoRR
Xiannan Huang, Chao Yang, Quan Yuan
2024 J jnl
Predicting Subway Passenger Flows under Incident Situation with Causality.
CoRR
Xiannan Huang, Shuhan Qiu, Quan Yuan, Chao Yang
2013 — conf
Design and Implementation of a Taxi Intelligent Service System.
GRMSE (1)
Jiancheng Ye, Ang Chen, Xiannan Huang, Xinyu Liu, Huiling Zhou