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

31 papers, page 1 of 1

1. CVPR 2026Forecasting 3D Scanpaths in Egocentric Video
2. ICLR 2026Semantic-Enhanced Time-Series Forecasting via Large Language Models
3. ICML 2026From Observations to States: Latent Time Series Forecasting
4. ICML 2026Nested Spatio-Temporal Time Series Forecasting
5. ICML 2026Reviving Error Correction in Modern Deep Time-Series Forecasting
6. ICML 2026The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting
7. NeurIPS 2026AirMPA: A Meteorology-to-Pollution Adapter for Global Air Quality Forecasting
8. NeurIPS 2026AQBENCH: Benchmarking Neural Surrogates for Air Quality Forecasting
9. NeurIPS 2026BucpTSF: Breaking the Uniform Computation Paradigm in Time-Series Forecasting
10. NeurIPS 2026Dynamic Dual-Feedback Conformal Inference for Time Series Forecasting
11. NeurIPS 2026Dynamic Quadtree Tokenization for Autoregressive PDE Forecasting
12. NeurIPS 2026FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints
13. NeurIPS 2026Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting
14. NeurIPS 2026SIMBAD: Spatio-Temporal Traffic Forecasting Robust to Aperiodicity
15. NeurIPS 2026SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
16. NeurIPS 2026Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
17. CVPR 2025Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM
18. ICML 2025Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting
19. NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
20. NeurIPS 2025Meta-learning how to Share Credit among Macro-Actions
21. NeurIPS 2025Towards Accurate Time Series Forecasting via Implicit Decoding
22. ICLR 2024Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators
23. ICML 2024An Analysis of Linear Time Series Forecasting Models
24. ICML 2024CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
25. ICML 2024Consistent Long-Term Forecasting of Ergodic Dynamical Systems
26. ICML 2024The Merit of River Network Topology for Neural Flood Forecasting
27. ICML 2024Towards a Self-contained Data-driven Global Weather Forecasting Framework
28. ICML 2024Unified Training of Universal Time Series Forecasting Transformers
29. ICML 2024What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement
30. ICLR 2023Continuous PDE Dynamics Forecasting with Implicit Neural Representations
31. 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.