Sequential Recommendation papers, 2023–2026

Key findings

• Sequential Recommendation went from 39 papers in 2023 to 43 in 2026, roughly 1.1x in three years.
• NeurIPS publishes the most Sequential Recommendation work: 67 papers from 2023 to 2026, 47% of the four-venue total.
• The fastest-growing overlap is with Monte Carlo Tree Search: papers tagged with both rose from 1 in 2023 to 5 in 2026.
• Among the 5 topics under Recommenders and Ads, it ranks #5 by 2026 paper count; the fastest grower in the group, Click-Through Prediction, is up 2.6x versus 1.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation
• ICML 2026Sequential Group Composition: A Window into the Mechanics of Deep Learning
• ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
• CVPR 2026Online3R Online Learning for Consistent Sequential Reconstruction Based on Geometry
• NeurIPS 2025Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
• ICML 2025A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings
• ICLR 2025A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation
• NeurIPS 2024CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence
• ICML 2024Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
• ICLR 2024Parallelizing non-linear sequential models over the sequence length
• CVPR 2024MuseChat: A Conversational Music Recommendation System for Videos
• NeurIPS 2023Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments
• ICML 2023A Kernel Stein Test of Goodness of Fit for Sequential Models
• ICLR 2023Neural-based classification rule learning for sequential data
• CVPR 2023Guided Recommendation for Model Fine-Tuning
• NeurIPS 2026DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments
• ICML 2026Asymptotically Optimal Sequential Testing with Markovian Data
• ICLR 2026Sequential Parallel Duality in Prefix Scannable Models
• CVPR 2026MGDHand Multi-Granularity Prior-to-Inertial Distillation Framework for Sequential 3D Hand Pose
• NeurIPS 2025FFN Fusion: Rethinking Sequential Computation in Large Language Models

All Sequential Recommendation papers

30 papers, page 1 of 1

1. ICLR 2026Bayesian Ensemble for Sequential Decision-Making
2. ICLR 2026CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation
3. ICLR 2026Energy-Regularized Sequential Model Editing on Hyperspheres
4. ICLR 2026Grouping Nodes with known Value Differences: A lossless UCT-based Abstraction Algorithm
5. ICLR 2026Massive Memorization with Hundreds of Trillions of Parameters for Sequential Transducer Generative Recommenders
6. ICLR 2026Revenue Maximization Under Sequential Price Competition Via The Estimation Of $s$-Concave Demand Functions
7. ICLR 2026Revisiting Active Sequential Prediction-Powered Mean Estimation
8. ICLR 2026Sequential Parallel Duality in Prefix Scannable Models
9. ICLR 2026Steering Diffusion Models Towards Credible Content Recommendation
10. ICLR 2026Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
11. ICLR 2025A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation
12. ICLR 2025An Auditing Test to Detect Behavioral Shift in Language Models
13. ICLR 2025Perturbation-Restrained Sequential Model Editing
14. ICLR 2025Preference Diffusion for Recommendation
15. ICLR 2025RecFlow: An Industrial Full Flow Recommendation Dataset
16. ICLR 2025SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
17. ICLR 2024Federated Recommendation with Additive Personalization
18. ICLR 2024Function-space Parameterization of Neural Networks for Sequential Learning
19. ICLR 2024Parallelizing non-linear sequential models over the sequence length
20. ICLR 2024Progressive Fourier Neural Representation for Sequential Video Compilation
21. ICLR 2023Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study
22. ICLR 2023Critic Sequential Monte Carlo
23. ICLR 2023Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
24. ICLR 2023Neural-based classification rule learning for sequential data
25. ICLR 2023ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor
26. ICLR 2023Sequential Attention for Feature Selection
27. ICLR 2023Sequential Gradient Coding For Straggler Mitigation
28. ICLR 2023Sequential Learning of Neural Networks for Prequential MDL
29. ICLR 2023StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random
30. ICLR 2023Transformer-Patcher: One Mistake Worth One Neuron

FAQ

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

142 in total: 39 in 2023, 31 in 2024, 29 in 2025, 43 in 2026.

How many Sequential Recommendation papers are at NeurIPS 2026?

NeurIPS 2026 has 20 Sequential Recommendation papers, versus 19 the year before.

How many Sequential Recommendation papers are at ICLR 2026?

ICLR 2026 has 10 Sequential Recommendation papers, versus 6 the year before.

How many Sequential Recommendation papers are at ICML 2026?

ICML 2026 has 11 Sequential Recommendation papers, versus 4 the year before.

How many Sequential Recommendation papers are at CVPR 2026?

CVPR 2026 has 2 Sequential Recommendation papers.

Which conference publishes the most Sequential Recommendation papers?

NeurIPS, with 67 papers from 2023 to 2026.