药物发现论文趋势 2023–2026

主要结论

• 药物发现论文从 2023 年的 79 篇增长到 2026 年的 211 篇，三年间扩大到约 2.7 倍。
• NeurIPS 是发药物发现论文最多的会议，2023–2026 年共 234 篇，占四个会议总量的 40%。
• 交叉方向里涨得最快的是应用 · chemistry physics and earth sciences：同时属于两个主题的论文从 2023 年的 1 篇增至 2026 年的 42 篇。
• 在「健康与生命科学」的 5 个主题里，它的 2026 年论文数排第 2；同组增长最快的临床 NLP是 3.2 倍，药物发现是 2.7 倍。

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

• NeurIPS 2026ACER: Towards Generalizable Protein-ligand Co-folding
• ICML 2026Adaptive Symmetry Discovery for Dynamical System Identification
• ICLR 2026Bures Generalized Category Discovery
• CVPR 2026Learning Like Humans Analogical Concept Learning for Generalized Category Discovery
• NeurIPS 2025AANet: Virtual Screening under Structural Uncertainty via Alignment and Aggregation
• ICML 2025Explicit Discovery of Nonlinear Symmetries from Dynamic Data
• ICLR 2025CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
• CVPR 2025Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement
• NeurIPS 2024A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models
• ICML 2024Amortized Equation Discovery in Hybrid Dynamical Systems
• ICLR 2024Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment
• CVPR 2024Federated Generalized Category Discovery
• NeurIPS 2023An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions
• ICML 2023A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
• ICLR 2023Context-enriched molecule representations improve few-shot drug discovery
• CVPR 2023Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery
• NeurIPS 2026Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules
• ICML 2026CURE: Consistency-under-Unified Semantic Regularization for Generalized Category Discovery
• ICLR 2026Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
• CVPR 2026TAR Token-Aware Refinement for Fine-grained Generalized Category Discovery

全部药物发现论文

共 20 篇，第 1 / 1 页

1. ICML 2023A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
2. ICML 2023AbODE: Ab initio antibody design using conjoined ODEs
3. ICML 2023Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
4. ICML 2023Controllability-Aware Unsupervised Skill Discovery
5. ICML 2023DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design
6. ICML 2023Deep Temporal Sets with Evidential Reinforced Attentions for Unique Behavioral Pattern Discovery
7. ICML 2023Demystifying Disagreement-on-the-Line in High Dimensions
8. ICML 2023DiscoBAX - Discovery of optimal intervention sets in genomic experiment design
9. ICML 2023Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions
10. ICML 2023Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
11. ICML 2023Exploring Model Dynamics for Accumulative Poisoning Discovery
12. ICML 2023Fractional Denoising for 3D Molecular Pre-training
13. ICML 2023From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders
14. ICML 2023Generative Adversarial Symmetry Discovery
15. ICML 2023Importance Weighted Expectation-Maximization for Protein Sequence Design
16. ICML 2023Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
17. ICML 2023Layered State Discovery for Incremental Autonomous Exploration
18. ICML 2023Learning Subpocket Prototypes for Generalizable Structure-based Drug Design
19. ICML 2023Nonlinear Causal Discovery with Latent Confounders
20. ICML 2023Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments

常见问题

2023–2026 年四大会议一共有多少篇药物发现论文？

共 578 篇，按年份分别是 2023 年 79 篇、2024 年 125 篇、2025 年 163 篇、2026 年 211 篇。

NeurIPS 2026 有多少篇药物发现论文？

NeurIPS 2026 有 100 篇药物发现论文，上一届是 64 篇。

ICLR 2026 有多少篇药物发现论文？

ICLR 2026 有 37 篇药物发现论文，上一届是 48 篇。

ICML 2026 有多少篇药物发现论文？

ICML 2026 有 63 篇药物发现论文，上一届是 39 篇。

CVPR 2026 有多少篇药物发现论文？

CVPR 2026 有 11 篇药物发现论文，上一届是 12 篇。

哪个会议的药物发现论文最多？

NeurIPS，2023–2026 年共 234 篇。