Macro Forecasting papers, 2023–2026
Macro indicators
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 31 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 1 | 1 | 0 | 0 | 2 |
| 2024 | 0 | 1 | 7 | 0 | 8 |
| 2025 | 3 | 0 | 1 | 1 | 5 |
| 2026 | 10 | 1 | 4 | 1 | 16 |
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
3 papers, page 1 of 1
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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.