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LIVE · 2026-09-03 05:40 UTC

forecasting 18 papers this week · -39% WoW

papers mentioning "forecasting" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Online Reinforcement Learning in the Met Office Unified Model through Distributed Model-Agent CouplingPritthijit Nath, Sebastian Schemm, Peter Haynes +2cs.LG2026-09-02
2DeepAffinity: Long-Term Aspect Preference Prediction in eCommerce using Small Language ModelsYotam Eshel, Guy Hadad, Guy Feigenblat +3cs.LG2026-09-02
3Compositional Spectral Prompts for LLM-based Online Time Series ForecastingSeungyoon Choi, Hyunchul Kim, Jae-Gil Lee +1cs.LG2026-09-02
#4TC-Next: Zero-Shot Multimodal Cyclone ForecastingZhe Wang, Sijie Chen, Yiming Luo +2cs.LG2026-09-02
#5DynG-Diff: A State-Aware Dynamic Guidance Diffusion Framework for Probabilistic Time Series ForecastingZhente Zhang, Zhengwei Ni, Wei Fancs.LG2026-09-02
#6Network-Aware Forecasting on Wireless Access PointsNiloo Bahadori, Swadhin Pradhan, Peiman Aminics.NI2026-09-02
#7OutageDiT: A Generative Foundation Model for Power Outage Forecasting and Scenario SimulationYunqin Zhu, Feng Qiu, Yao Xiecs.LG2026-09-01
#8RecKAN: Kolmogorov-Arnold Networks with a Learnable Recursive Polynomial BasisAmirhosein Azarpourcs.LG2026-09-01
#9Predicting Subsurface Abnormalities Growth using Physics-Informed Neural NetworksMehrdad Shafiei Dizaji, Hoda Azarics.LG2026-09-01
#10LEAP: Likelihood Elicitation and Aggregation for LLM-based Probabilistic ForecastingYufei Chen, Yiran Zhao, Xiaogang Xu +3cs.AI2026-09-01
#11When Does Online Adaptation Pay on the Edge? A Leakage-Free Evaluation of Warmup, Learning-Rate Selection, and Resource Trade-offs for Time-Series ForecastingTakumi Fujimoto, Hiroaki Nishics.LG2026-09-01
#12CERF: Communication-Efficient and Retraining-Free Collaborative PerceptionJiuwu Hao, Ziyi Ni, Liguo Sun +5cs.CV2026-09-01
#13Residual Kalman Dynamics for Event-Based UAV ForecastingPer Nyblom, Hannes Ovrén, David Gustafssoncs.CV2026-09-01
#14Can Large Language Models Forecast What Researchers Study Next?Fenghai Li, Zihan Tang, Haofei Yu +2cs.CL2026-09-01
#15GenONet: A Generative operator Network for High-Resolution Precipitation NowcastingMohammad Kian Golkar, Luciano Alves de Oliveira, Mohammad Khanjanics.LG2026-09-01
#16A Human-in-the-Loop Autonomous Agent for Industry Time Series ForecastingXiaoyu Tao, Mingyue Cheng, Ze Guo +4cs.LG2026-08-31
#17Uncertainty-Aware Trajectory Forecasting from Imperfect TrackingStephane Da Silva Martins, Victor Petrovic, Emanuel Aldea +1cs.CV2026-08-31
#18Uncertainty-Aware End-to-End AI Weather Forecasting: Disentangling Observation and Model ContributionsRodrigo Almeida, Noelia Otero, Jost Arndt +3physics.ao-ph2026-08-31
#19Foundation models for electricity price forecasting and battery arbitrage: Can they replace market-specific forecasting models?Arkadiusz Lipiecki, Rafał Weroncs.LG2026-08-31
#20Season-Aware Hybrid Convolutional-Transformer for Antarctic Sea Ice Concentration ForecastingDanyang Li, John Taylor, Thang Bui +1cs.LG2026-08-31
#21When the Martingale Never Stops Firing: Anytime-Valid Gating on Real Forecast StreamsWeijia Han, Lisha Qucs.LG2026-08-31
#22The PUR-1 Cyber-Physical Digital TwinVasileios Theos, Jonah Lau, Konstantinos Gkouliaras +7cs.CE2026-08-31
#23An Open-Source, Event-Driven Pipeline for Cryptocurrency Market Data: Ingestion, Forecasting, and On-Chain Fraud DetectionBasil Sajid Shaikh, Melrick Mascarenhas, Nuzhat Faiz Shaikhcs.AI2026-08-30
#24Structure Aware Neural Architecture Search for Mixture of ExpertsPetr Babkin, Oleg Bakhteevcs.LG2026-08-30
#25ButterMamba: Butterworth-Enhanced Spatial-Temporal Mamba for Efficient Traffic Flow PredictionLimiao Zhang, Yuhui Lu, Jie Gao +3physics.soc-ph2026-08-30
#26LLMODE: Aligning ODEs with LLMs via Gated Token Injection for Irregular Spatio-Temporal ForecastingDi Zhang, Jingyang Zhang, Ziqian Wang +4cs.LG2026-08-30
#27Forward-Deployed Full-Stack Engineering for Autonomous Cloud MLOpsSagar Srinivas Sakhinana, Venkataramana Runkanacs.MA2026-08-30
#28Predicting the Unpredictable: LLM-powered Long-term Chaotic Time Series Forecasting under Short-term ObservationsYuhang Yao, Bohan Jiangcs.LG2026-08-30
#29Integrating adaptive human behavior into epidemic models with large language modelsYicheng Mao, Haoyang Li, Rob Deardon +1physics.soc-ph2026-08-30
#30Unlearning on Spatio-Temporal Graphs through Subgraph Virtual Edge ReconstructionQiming Guo, Wenbo Sun, Chen Pan +2cs.LG2026-08-29
#31Spatial Entropy based Partitioning for Spatiotemporal Graph UnlearningQiming Guo, Wenbo Sun, Ye Wang +1cs.LG2026-08-29
#32Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin SystemsAidan Li, Uday Kiran Reddy Tadipatri, Mahan Fathi +2cs.LG2026-08-29
#33Hybrid Semantic Context-Enhanced Ensemble Learning for Wind Power Ramp-Event Forecasting and Uncertainty-Aware EvaluationMomina Liaqat Ali, Muhammad Abid, Muhammad Abdullah +1cs.LG2026-08-29
#34Multi-Step Forecasting of Grape Berry Temperature based on LSTM Model with Feed-Forward AttentionSrikanth Gorthi, L. G. Divyanth, Dattatray Bhalekar +2cs.AI2026-08-29
#35PermitGPT: A Unified Generative-AI Pipeline for Construction Hazard Forecasting, Permit Prediction, and Community ImpactMohd Ruhul Ameen, Farjana Aktar, Akif Islam +3cs.AI2026-08-28
#36How Proper Scoring Rules Shape LLM ForecastingBenjamin Turtel, Paul Wilczewski, Kris Skotheim +2cs.LG2026-08-28
#37Learning to Transfer Across Modes: Towards Unified Urban Mobility ForecastingYixuan Zhao, Man Luocs.LG2026-08-28
#38Learning to Difference: Adaptive Reversible Differencing (AdaRDiff) for Time Series ForecastingMorad Laglil, Younes Hlal, Marouane El Hadari +2cs.LG2026-08-28
#39Generalized Gibbs Ensemble Weighting for Forecast CombinationPrasen R. Nuthanakaluva, Nava K. Gaddamcs.LG2026-08-28
#40What Will This Copper Look Like Later? Forecasting Surface Appearance and Rendering It as a PBR MaterialTeejuta Sriwaranon, Borworntat Dendumrongkul, Tanapat Chamted +1cs.GR2026-08-28
#41PhyMamba: Physics-Modulated Mamba for Robust Battery Health PrognosticsSara Sameer, Yunyi Zhao, Wei Zhang +4cs.LG2026-08-28
#42CASTANET: Causality-Aware Spatio-Temporal Adversarial Network Using Traffic Incident EffectsToshiya Kitahara, Ryu Shirakami, Koh Takeuchi +1cs.AI2026-08-28
#43Initialization Is Critical: Advancing Federated Short-Term Load Forecasting under Load Heterogeneity via Model InitializationJianing Chen, Vajiheh Farhadi, Yan Li +1cs.LG2026-08-28
#44Diffusion Distillation for Efficient Weather EnsemblesYiming Yang, Valentin Brekke, James Briant +1cs.LG2026-08-27
#45STEP: State-Aware Task Estimation and Planning with Multi-Modal LLMs for Human-Robot CollaborationMaitrey Gramopadhye, Prakash Baskaran, Xiao Liu +2cs.RO2026-08-27
#46Multi-Person Human Motion Forecasting in Complex ScenesSerdar Ozsoy, Lars Doorenbos, Juergen Gallcs.CV2026-08-27
#47A Multi-Modal AI Framework for Real-Time Queue Prediction, Management and Optimisation in Intelligent Border Control SystemsVarvara Mama, Eleni Veroni, Nikolaos Kapsalis +2cs.AI2026-08-27
#48DSA: Evidence-Aware LLM-Agent Orchestration for Multi-Market Stock ResearchLinsen Zhu, Yi Shics.AI2026-08-27
#49Climate Physics Dynamic MatchingGurjeet Sangra Singh, Frantzeska Lavda, Alexandros Kalousisstat.AP2026-08-27
#50SAGE: Variate-Wise Semantic Augmentation for Vision-Language Time Series ForecastingHaizhao Fan, Xinyi Lecs.LG2026-08-27

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