Macro Forecasting papers, 2023–2026

Key findings

• Macro Forecasting went from 2 papers in 2023 to 16 in 2026, roughly 8.0x in three years.
• NeurIPS publishes the most Macro Forecasting work: 14 papers from 2023 to 2026, 45% of the four-venue total.
• The fastest-growing overlap is with Weather Forecasting: papers tagged with both rose from 2 in 2023 to 15 in 2026.
• Among the 5 topics under Finance and Economics, it ranks #3 by 2026 paper count; the fastest grower in the group, Risk Modeling, is up 3.2x versus 8.0x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026AQBENCH: Benchmarking Neural Surrogates for Air Quality Forecasting
• ICML 2026The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting
• ICLR 2026Semantic-Enhanced Time-Series Forecasting via Large Language Models
• CVPR 2026Forecasting 3D Scanpaths in Egocentric Video
• NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
• ICML 2025Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting
• CVPR 2025Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM
• ICML 2024The Merit of River Network Topology for Neural Flood Forecasting
• ICLR 2024Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
• NeurIPS 2023Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
• ICLR 2023Continuous PDE Dynamics Forecasting with Implicit Neural Representations
• NeurIPS 2026Dynamic Quadtree Tokenization for Autoregressive PDE Forecasting
• ICML 2026Nested Spatio-Temporal Time Series Forecasting
• NeurIPS 2025Towards Accurate Time Series Forecasting via Implicit Decoding
• ICML 2024What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
• NeurIPS 2026AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
• ICML 2026From Observations to States: Latent Time Series Forecasting
• NeurIPS 2025Meta-learning how to Share Credit among Macro-Actions
• ICML 2024Consistent Long-Term Forecasting of Ergodic Dynamical Systems
• NeurIPS 2026SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity

All Macro Forecasting papers

14 papers, page 1 of 1

1. NeurIPS 2026AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
2. NeurIPS 2026AQBENCH: Benchmarking Neural Surrogates for Air Quality Forecasting
3. NeurIPS 2026BucpTSF: Breaking the Uniform Computation Paradigm in Time-Series Forecasting
4. NeurIPS 2026Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting
5. NeurIPS 2026Dynamic Quadtree Tokenization for Autoregressive PDE Forecasting
6. NeurIPS 2026FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints
7. NeurIPS 2026Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting
8. NeurIPS 2026SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity
9. NeurIPS 2026SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
10. NeurIPS 2026Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
11. NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
12. NeurIPS 2025Meta-learning how to Share Credit among Macro-Actions
13. NeurIPS 2025Towards Accurate Time Series Forecasting via Implicit Decoding
14. NeurIPS 2023Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context

FAQ

How many Macro Forecasting papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

31 in total: 2 in 2023, 8 in 2024, 5 in 2025, 16 in 2026.

How many Macro Forecasting papers are at NeurIPS 2026?

NeurIPS 2026 has 10 Macro Forecasting papers, versus 3 the year before.

How many Macro Forecasting papers are at ICLR 2026?

ICLR 2026 has 1 Macro Forecasting papers.

How many Macro Forecasting papers are at ICML 2026?

ICML 2026 has 4 Macro Forecasting papers, versus 1 the year before.

How many Macro Forecasting papers are at CVPR 2026?

CVPR 2026 has 1 Macro Forecasting papers, versus 1 the year before.

Which conference publishes the most Macro Forecasting papers?

NeurIPS, with 14 papers from 2023 to 2026.