Peiyuan Liu

TimeBridge. Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)

CALF. Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)

PDF. Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)

WFTNet. Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)

DDN. Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)

FPGA-Game-Design. Fireboy & Water Girl in the Forest Temple implemented on an FPGA board for UIUC's ECE385 Digital Systems Laboratory.

THU_master_course. 清华大学电子信息研究生课程大作业

M5_THU. Kaggle M5 - Accuracy Implementation

Time-Series-Forecasting-and-Deep-Learning. Resources about time series forecasting and deep learning.

Time-LLM. [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Hank0626.

PatchTST. An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

iTransformer. Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Midea_THU. 美的项目

ECE_408. MP and Project for UIUC ECE 408 Fall 2022