Multi-Task Ranking papers, 2023–2026
Multi-objective ranking
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 1,440 papers are tagged with this topic.
Key findings
- Multi-Task Ranking went from 252 papers in 2023 to 480 in 2026, roughly 1.9x in three years.
- NeurIPS publishes the most Multi-Task Ranking work: 485 papers from 2023 to 2026, 34% of the four-venue total.
- The fastest-growing overlap is with AI Agents: papers tagged with both rose from 8 in 2023 to 52 in 2026.
- Among the 5 topics under Recommenders and Ads, it ranks #1 by 2026 paper count; the fastest grower in the group, Click-Through Prediction, is up 2.6x versus 1.9x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 56 | 58 | 55 | 83 | 252 |
| 2024 | 110 | 38 | 67 | 100 | 315 |
| 2025 | 144 | 75 | 80 | 94 | 393 |
| 2026 | 175 | 79 | 107 | 119 | 480 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026A Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
- ICML 2026Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings
- ICLR 2026Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
- CVPR 2026A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by
- NeurIPS 2025A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
- ICML 2025ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning
- ICLR 2025Balanced Ranking with Relative Centrality: A multi-core periphery perspective
- CVPR 2025ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling
- NeurIPS 2024CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
- ICML 2024Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
- ICLR 2024Order-Preserving GFlowNets
- CVPR 2024Domain Separation Graph Neural Networks for Saliency Object Ranking
- NeurIPS 2023AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
- ICML 2023Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information
- ICLR 2023An Extensible Multi-modal Multi-task Object Dataset with Materials
- CVPR 2023AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation
- NeurIPS 2026A Scalable Multi-Task Model for Virtual Sensors
- ICML 2026Alleviating Observation Bias via Causal-Invariant Meta-Learning for Unbalanced Incomplete Multi-view Clustering
- ICLR 2026Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
- CVPR 2026Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers
All Multi-Task Ranking papers
309 papers, page 7 of 7
- ICML 2023Specializing Smaller Language Models towards Multi-Step Reasoning
- ICML 2023Statistical Inference on Multi-armed Bandits with Delayed Feedback
- ICML 2023Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
- ICML 2023Task-Specific Skill Localization in Fine-tuned Language Models
- ICML 2023Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis
- ICML 2023Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits
- ICML 2023Understanding the Complexity Gains of Single-Task RL with a Curriculum
- ICML 2023Unifying Molecular and Textual Representations via Multi-task Language Modelling
- ICML 2023Universal Morphology Control via Contextual Modulation
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FAQ
- How many Multi-Task Ranking papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 1,440 in total: 252 in 2023, 315 in 2024, 393 in 2025, 480 in 2026.
- How many Multi-Task Ranking papers are at NeurIPS 2026?
- NeurIPS 2026 has 175 Multi-Task Ranking papers, versus 144 the year before.
- How many Multi-Task Ranking papers are at ICLR 2026?
- ICLR 2026 has 79 Multi-Task Ranking papers, versus 75 the year before.
- How many Multi-Task Ranking papers are at ICML 2026?
- ICML 2026 has 107 Multi-Task Ranking papers, versus 80 the year before.
- How many Multi-Task Ranking papers are at CVPR 2026?
- CVPR 2026 has 119 Multi-Task Ranking papers, versus 94 the year before.
- Which conference publishes the most Multi-Task Ranking papers?
- NeurIPS, with 485 papers from 2023 to 2026.