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

142 papers, page 3 of 3

101. NeurIPS 2024Sequential Harmful Shift Detection Without Labels
102. NeurIPS 2024Structured Learning of Compositional Sequential Interventions
103. NeurIPS 2024Truthfulness of Calibration Measures
104. CVPR 2023Guided Recommendation for Model Fine-Tuning
105. CVPR 2023Sequential Training of GANs Against GAN-Classifiers Reveals Correlated "Knowledge Gaps" Present Among Independently Trained GAN Instances
106. ICLR 2023Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study
107. ICLR 2023Critic Sequential Monte Carlo
108. ICLR 2023Multifactor Sequential Disentanglement via Structured Koopman Autoencoders
109. ICLR 2023Neural-based classification rule learning for sequential data
110. ICLR 2023ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor
111. ICLR 2023Sequential Attention for Feature Selection
112. ICLR 2023Sequential Gradient Coding For Straggler Mitigation
113. ICLR 2023Sequential Learning of Neural Networks for Prequential MDL
114. ICLR 2023StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random
115. ICLR 2023Transformer-Patcher: One Mistake Worth One Neuron
116. ICML 2023A Kernel Stein Test of Goodness of Fit for Sequential Models
117. ICML 2023A Robust Test for the Stationarity Assumption in Sequential Decision Making
118. ICML 2023CRISP: Curriculum based Sequential neural decoders for Polar code family
119. ICML 2023Delayed Feedback in Kernel Bandits
120. ICML 2023Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space
121. ICML 2023How Bad is Top-$K$ Recommendation under Competing Content Creators?
122. ICML 2023Memory-Based Dual Gaussian Processes for Sequential Learning
123. ICML 2023Performative Recommendation: Diversifying Content via Strategic Incentives
124. ICML 2023Sequential Changepoint Detection via Backward Confidence Sequences
125. ICML 2023Sequential Counterfactual Risk Minimization
126. ICML 2023Sequential Kernelized Independence Testing
127. ICML 2023Sequential Predictive Conformal Inference for Time Series
128. ICML 2023Sequential Strategic Screening
129. ICML 2023Sequential Underspecified Instrument Selection for Cause-Effect Estimation
130. NeurIPS 2023A Reduction-based Framework for Sequential Decision Making with Delayed Feedback
131. NeurIPS 2023Adversarial Resilience in Sequential Prediction via Abstention
132. NeurIPS 2023Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments
133. NeurIPS 2023Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
134. NeurIPS 2023Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
135. NeurIPS 2023Estimating Propensity for Causality-based Recommendation without Exposure Data
136. NeurIPS 2023Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion
137. NeurIPS 2023Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction
138. NeurIPS 2023REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths
139. NeurIPS 2023Sequential Memory with Temporal Predictive Coding
140. NeurIPS 2023Sequential Predictive Two-Sample and Independence Testing
141. NeurIPS 2023Sequential Subset Matching for Dataset Distillation
142. NeurIPS 2023Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation

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.