多任务排序论文趋势 2023–2026

多目标排序

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,440 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

多任务排序论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202356585583252
20241103867100315
2025144758094393
202617579107119480

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部多任务排序论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,440 篇，第 23 / 29 页

  1. NeurIPS 2024Beyond task diversity: provable representation transfer for sequential multitask linear bandits
  2. NeurIPS 2024BitDelta: Your Fine-Tune May Only Be Worth One Bit
  3. NeurIPS 2024Boundary Decomposition for Nadir Objective Vector Estimation
  4. NeurIPS 2024Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
  5. NeurIPS 2024ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
  6. NeurIPS 2024CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
  7. NeurIPS 2024CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
  8. NeurIPS 2024CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
  9. NeurIPS 2024Contrastive losses as generalized models of global epistasis
  10. NeurIPS 2024D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
  11. NeurIPS 2024Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization
  12. NeurIPS 2024Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
  13. NeurIPS 2024Derandomizing Multi-Distribution Learning
  14. NeurIPS 2024DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
  15. NeurIPS 2024DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning
  16. NeurIPS 2024Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits
  17. NeurIPS 2024Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
  18. NeurIPS 2024Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
  19. NeurIPS 2024Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance
  20. NeurIPS 2024EMR-Merging: Tuning-Free High-Performance Model Merging
  21. NeurIPS 2024Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
  22. NeurIPS 2024Exploring the Precise Dynamics of Single-Layer GAN Models: Leveraging Multi-Feature Discriminators for High-Dimensional Subspace Learning
  23. NeurIPS 2024Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
  24. NeurIPS 2024FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
  25. NeurIPS 2024Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
  26. NeurIPS 2024GO4Align: Group Optimization for Multi-Task Alignment
  27. NeurIPS 2024Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning
  28. NeurIPS 2024GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks
  29. NeurIPS 2024HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion
  30. NeurIPS 2024Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
  31. NeurIPS 2024Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
  32. NeurIPS 2024Improved learning rates in multi-unit uniform price auctions
  33. NeurIPS 2024Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
  34. NeurIPS 2024Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
  35. NeurIPS 2024Instruction Embedding: Latent Representations of Instructions Towards Task Identification
  36. NeurIPS 2024Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
  37. NeurIPS 2024Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
  38. NeurIPS 2024Kuro Siwo: 33 billion $m^2$ under the water. A global multi-temporal satellite dataset for rapid flood mapping
  39. NeurIPS 2024LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
  40. NeurIPS 2024Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
  41. NeurIPS 2024MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
  42. NeurIPS 2024MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset
  43. NeurIPS 2024MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
  44. NeurIPS 2024MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations
  45. NeurIPS 2024MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins
  46. NeurIPS 2024MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
  47. NeurIPS 2024MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
  48. NeurIPS 2024MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
  49. NeurIPS 2024Multi-Instance Partial-Label Learning with Margin Adjustment
  50. NeurIPS 2024Multi-Label Learning with Stronger Consistency Guarantees

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查多任务排序在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "multi-task-ranking"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇多任务排序论文？
共 1,440 篇，按年份分别是 2023 年 252 篇、2024 年 315 篇、2025 年 393 篇、2026 年 480 篇。
NeurIPS 2026 有多少篇多任务排序论文？
NeurIPS 2026 有 175 篇多任务排序论文，上一届是 144 篇。
ICLR 2026 有多少篇多任务排序论文？
ICLR 2026 有 79 篇多任务排序论文，上一届是 75 篇。
ICML 2026 有多少篇多任务排序论文？
ICML 2026 有 107 篇多任务排序论文，上一届是 80 篇。
CVPR 2026 有多少篇多任务排序论文？
CVPR 2026 有 119 篇多任务排序论文，上一届是 94 篇。
哪个会议的多任务排序论文最多？
NeurIPS，2023–2026 年共 485 篇。

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