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1. MLF MLF Public

   This is code for Multi-period Learning for Financial Time Series Forecasting (MLF, published in KDD 2025), which incorporates multiple inputs with varying lengths (periods) to achieve better accura…

   Python 29 10

2. GCDM_AdaptiveNet GCDM_AdaptiveNet Public

   This repo provides official code for the paper "Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion" publised in ACM Multimedia 2024. Key words are limit…

   Python 4

3. APTF APTF Public

   This is code for Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification (APTF, WWW 2026), enables the model to focus on high-predictability samples while s…

   Python 3

4. LSINet LSINet Public

   This is code for A Lightweight Sparse Interaction Network for Time Series Forecasting (LSINet, published in AAAI 2025).

   Python 1

5. SEMixer SEMixer Public

   This is code for SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting (WWW 2026). SEMixer can handle longer input sequences and achieve better performan…

   Python 1

6. SFF SFF Public

   This repository contains the official code of Smoothed Full Fine-tuning (SFF) from Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model? (ICLR 2026). SFF enables larg…

   Python