药物发现论文趋势 2023–2026

分子与蛋白设计

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 578 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

药物发现论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
20232122201679
202449234211125
202564483912163
2026100376311211

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

全部药物发现论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 234 篇，第 4 / 5 页

  1. NeurIPS 2025Protein Inverse Folding From Structure Feedback
  2. NeurIPS 2025ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
  3. NeurIPS 2025PSBench: a large-scale benchmark for estimating the accuracy of protein complex structural models
  4. NeurIPS 2025Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
  5. NeurIPS 2025Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
  6. NeurIPS 2025Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
  7. NeurIPS 2025Revealing Multimodal Causality with Large Language Models
  8. NeurIPS 2025Revolutionizing Training-Free NAS: Towards Efficient Automatic Proxy Discovery via Large Language Models
  9. NeurIPS 2025Scalable and Cost-Efficient de Novo Template-Based Molecular Generation
  10. NeurIPS 2025SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
  11. NeurIPS 2025Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
  12. NeurIPS 2025Self-Supervised Discovery of Neural Circuits in Spatially Patterned Neural Responses with Graph Neural Networks
  13. NeurIPS 2025UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection
  14. NeurIPS 2025UniZyme: A Unified Protein Cleavage Site Predictor Enhanced with Enzyme Active-Site Knowledge
  15. NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
  16. NeurIPS 2024A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
  17. NeurIPS 2024A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models
  18. NeurIPS 2024Bridge-IF: Learning Inverse Protein Folding with Markov Bridges
  19. NeurIPS 2024Causal Discovery from Event Sequences by Local Cause-Effect Attribution
  20. NeurIPS 2024Causal discovery with endogenous context variables
  21. NeurIPS 2024Causal-learn: Causal Discovery in Python
  22. NeurIPS 2024CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
  23. NeurIPS 2024Contrastive losses as generalized models of global epistasis
  24. NeurIPS 2024Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
  25. NeurIPS 2024Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models
  26. NeurIPS 2024Discovery of the Hidden World with Large Language Models
  27. NeurIPS 2024Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
  28. NeurIPS 2024Do's and Don'ts: Learning Desirable Skills with Instruction Videos
  29. NeurIPS 2024FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
  30. NeurIPS 2024FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
  31. NeurIPS 2024Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
  32. NeurIPS 2024Generalized Protein Pocket Generation with Prior-Informed Flow Matching
  33. NeurIPS 2024Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
  34. NeurIPS 2024Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models
  35. NeurIPS 2024Identifying Selections for Unsupervised Subtask Discovery
  36. NeurIPS 2024Interventional Causal Discovery in a Mixture of DAGs
  37. NeurIPS 2024Learning Infinitesimal Generators of Continuous Symmetries from Data
  38. NeurIPS 2024Learning symmetries via weight-sharing with doubly stochastic tensors
  39. NeurIPS 2024MassSpecGym: A benchmark for the discovery and identification of molecules
  40. NeurIPS 2024Molecule Generation with Fragment Retrieval Augmentation
  41. NeurIPS 2024MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
  42. NeurIPS 2024Navigating Chemical Space with Latent Flows
  43. NeurIPS 2024Neural Concept Binder
  44. NeurIPS 2024No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
  45. NeurIPS 2024Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
  46. NeurIPS 2024On Causal Discovery in the Presence of Deterministic Relations
  47. NeurIPS 2024On the Adversarial Robustness of Benjamini Hochberg
  48. NeurIPS 2024Ordering-Based Causal Discovery for Linear and Nonlinear Relations
  49. NeurIPS 2024Partial Structure Discovery is Sufficient for No-regret Learning in Causal Bandits
  50. NeurIPS 2024Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics

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 查药物发现在 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": "drug-discovery"}

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。

「健康与生命科学」下的其他主题