Genomics

Momentum

7 papers in the last four weeks, up 40% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28

Latest papers 79

All topics
CardsList
  1. GeneICL: A Tabular Foundation Model for Bulk Transcriptomics

    Oct 6, 2026Michael Bohl, Alexander Theus, David Wissel +1Tabular Foundation ModelsClinical Outcome Prediction

  2. VANDAM: Viewing a nucleotide sequence with DNA molecular priors

    Sep 30, 2026Jeremy Levy, Ariel Larey, Yury Nahshan +18Self-Supervised Pre-TrainingGenomics

  3. GenoMorph: Pathway-Grounded Genomic Disease Reasoning via Adaptive Latent Computation

    Sep 28, 2026Tanmoy Kanti Halder, Akash Ghosh, Arijit Roy +1LLM Reasoning with GraphsGenomics

  4. BaseCamp --- An Agentic AI Framework for Automating DNA Sequencing Data Pipelines

    Sep 23, 2026Eranga Bandara, Xueping Liang, Asanga Gunaratna +19Multi-Agent OrchestrationGenomics

  5. Tool-Augmented On-Policy Distillation for LLM Domain Adaptation in Sequence-Based Omics Tasks

    Sep 20, 2026Jie Ying, Zhefan Wang, Zihong Chen +11LLM EvaluationOn-Policy Distillation

  6. Potential of Artificial Intelligence Algorithms for Identification of Relevant Diagnostic and Prognostic Biomarkers of Early-Stage Liver Cancer

    Sep 14, 2026Ali Bou Nassif, Darko Castven, Manar Abu Talib +4Cancer GenomicsMedical Diagnosis

  7. SeqMaestro: From nucleotide sequences to biological hypotheses through interpretable machine learning

    Sep 14, 2026Evgeny S. Saveliev, Krzysztof Kacprzyk, Charlotte Capitanchik +7Interpretable MLGenomics

  8. Human mutation field reveals an equilibrium-like structure with irreversible circulation

    Sep 7, 2026Isabella Caranzano, Daniel Maria Busiello, Stefano Priorelli +2Hodge DecompositionGenomics

  9. Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

    Aug 31, 2026Bahar İlgen, Yiannos Tolias, Denise Kühnert +5Cancer GenomicsOncology

  10. Homo-RAG: Homology-Guided Retrieval-Augmented Generation for Cross-Species Gene Function Prediction

    Aug 26, 2026Azrin SultanaRetrieval-Augmented GenerationLLM-Assisted Annotation

  11. Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data

    Aug 13, 2026Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli +1Graph Neural NetworksSynthetic Data Generation

  12. Uncertainty-Aware Deep Learning for Genomics Applications: Insights from an Empirical Study

    Aug 11, 2026Sepideh Saran, Mahsa Ghanbari, Uwe OhlerBayesian Neural NetworksUncertainty Quantification

  13. bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning

    Aug 7, 2026Koushik Howlader, Tirtho Roy, Md Tauhidul Islam +1Recurrent TransformersGenomics

  14. BioM-JEPA: joint-embedding prediction of graph-connected gene blocks in single cells

    Aug 6, 2026Yuhao Wang, Zelin Zang, Yuxuan Liu +2Joint-Embedding Predictive ArchitecturePredictive Representation Learning

  15. Beyond Gene Reconstruction: Learning Cell Representations through Complementary Transcriptomic Views

    Aug 2, 2026Jiaqi Xiong, Yuntao hu, Yu Zheng +3Contrastive LearningRepresentation Learning

  16. Gene Ontology-Guided Hierarchical Spatial Gene Expression Prediction from Histopathology Images

    Aug 1, 2026Zhiwen Xu, Xiaoming Yan, Chengkun Wu +3Computational PathologySpatial Transcriptomics

  17. LLMBDC: Language Model for Biological Domains Oriented Clustering of Gene Ontology

    Jul 30, 2026Ximing Ran, Jie Xu, Peng Jin +3ClusteringGenomics

  18. VESTIGE: A Knowledge-Guided Masking Strategy for Corruption-Aware Fine-Tuning of Genomic Transformers, Validated on Ancient DNA Reconstruction

    Jul 30, 2026Angshuman Chakravertty, Rahul MaheshwariMasked Language ModelingLanguage Modeling

  19. PlantBGC: Transformer for Plant BGC Discovery via Label-Free Domain Adaptation and Weak Supervision

    Jul 29, 2026Yuhan Zhao, Nidhi Grover, Zhishan Guo +1Genomics

  20. MOSAIC-FL, a micro-service based privacy-preserving framework with application to genomics

    Jul 27, 2026Paul Largillier, Karl Paygambar, Cédric Gouy-Pailler +3Privacy-Preserving MLGenomics

  21. HistoGPA: A Context-Conditioned Gene-Prior Attention Framework for Histology-Based Spatial Gene Expression Prediction

    Jul 27, 2026Ziang Liu, Xinhai Chen, Yigui Feng +3Computational PathologySpatial Transcriptomics

  22. Foundation-model-guided radiogenomic discovery linking cancer genomes to cancer scans

    Jul 22, 2026Frederik Hauke, Jeremias Krause, Patrick Wienholt +6Cancer GenomicsOncology

  23. BioSecBench-Surveillance: A Verifiable Benchmark for AI Agents in Pathogen Genomic Surveillance

    Jul 21, 2026Harmon Bhasin, Kevin Flyangolts, Dianzhuo Wang +9AI Agent EvaluationAI Agent Benchmarks

  24. GeneSpeak-FP: Target and Compound Retrieval from Observed Cell-Level Perturbation Signatures

    Jul 20, 2026Kseniia Vaniushkina, Jeongmin Lim, Jinyong ParkSingle-Cell Perturbation ModelingInformation Retrieval

  25. Deep and Probabilistic Models for Gene Regulatory Network Inference

    Jul 17, 2026Claudia Skok GibbsGene Regulatory Network InferenceGenomics

  26. LATTICE: Graph Self-Supervised Learning for Multimodal Spatial Omics Integration

    Jul 15, 2026Jagan Mohan Reddy Dwarampudi, Veena Kochat, Suresh Satpati +2Spatial TranscriptomicsGraph SSL

  27. Screening of Biosecurity Features in Metagenomic Data with Evo 2 Probes

    Jul 15, 2026Jeremy Guntoro, Alexander Dack, Dylan Danno +3Representation ProbingGenomics

  28. Data-Driven Soft Labeling Scales DNA Read Classification to Whole-Body Cell-Type Deconvolution

    Jul 6, 2026Dmytro Rizdvanetskyi, Nathan Roos, Pavlo LutsikSoft-Label LearningGenomics

  29. Causal ASCEND: Scalable Two-tier Causal Discovery on High Dimensional Multi-omics Data

    Jul 5, 2026Stephen Asiedu, David WatsonCausal DiscoveryGene Regulatory Network Inference

  30. SHIFT: Survival Prediction from Incomplete and Heterogeneous Genomic Data

    Jul 4, 2026Muhammet Sami Yavuz, Ayhan Can Erdur, Sabri Mustafa Kahya +2Cancer GenomicsCancer Survival Prediction

  31. DNA Language Models: An Assessment of Pre-Training for Fine-Tuning Tasks

    Jun 29, 2026Romain Karpinsky, Julien Mozziconacci, Mickaël DelceyLanguage Model PretrainingFine-Tuning

  32. GRAFT: Biological Graph and Hypergraph Benchmarks for Linked Gene Expression and Phenotypic Trait Prediction in Arabidopsis thaliana

    Jun 25, 2026Manuel Serna-Aguilera, Vanshika Jindal, Fiona L. Goggin +5Multimodal Graph LearningGenomics

  33. KG-TRACE: A Neuro-Symbolic Framework for Mechanistic Grounding in Antimicrobial Resistance Prediction

    Jun 24, 2026Naman Garg, Sarika Jain, Sourav Yadav +4GenomicsNeurosymbolic Learning

  34. JASPR: Joint Spatial Representation learning of histology and spatial genomics for improved virtual genomic screening and clinical prognostication

    Jun 24, 2026Marija Pizurica, Eric Zimmermann, Neil Tenenholtz +5Cancer GenomicsComputational Pathology

  35. DeepBD: A Grounded Agentic Workflow for Variant Prioritization and Diagnosis of Genetic Birth Defects

    Jun 23, 2026Shiyu Li, Ziqi Yan, Zhihao Wu +7Rare Disease DiagnosisLLM Agents

  36. Stable-Shift: Biologically Structured Prediction of Transcriptional Responses to Unseen Gene Perturbations

    Jun 22, 2026Sajib Acharjee Dip, Liqing ZhangSingle-Cell Perturbation ModelingGenomics

  37. A Bayesian Boolean Matrix Factorization with Application to Copy Number Analysis in Cancer

    Jun 16, 2026Adolphus Wagala, Mehmet Samur, Giovanni ParmigianiCancer GenomicsBayesian Inference

  38. EpiBench: Verifiable Evaluation of AI Agents on Epigenomics Analysis

    Jun 11, 2026Harihara Muralidharan, Reema Baskar, Soo Hee Lee +2AI Agents for Scientific DiscoveryAI Agent Evaluation

  39. CisTransCell: Single-Cell Perturbation Prediction via Gene Function, Regulatory Control, and Cellular Context

    Jun 10, 2026Wei Zhang, Xun Jiang, Yuesi Xi +1Single-Cell Perturbation ModelingGenomics

  40. Integrating gene regulatory priors into Transformer attention with scTransformer for interpretable scRNA-seq analysis

    Jun 8, 2026Mikele Milia, Louis Fabrice Tshimanga, Henning Mueller +2Transformer InterpretabilityTransformer Attention

  41. The Dark Regulome: Disentangling Predictability from Regulation in Genomic Foundation Models

    Jun 5, 2026Chahat Baranwal, Aaditya Baranwal, Lakshya Nitin TandonGenomicsMolecular Representation Learning

  42. pp-adic Bi-Filtrations for Topological Machine Learning on Genomic Sequences

    Jun 4, 2026Tirtharaj Dash, Gunja SachdevaGenomicsPersistent Homology

  43. LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling

    Jun 3, 2026Daria Ledneva, Denis KuznetsovHierarchical Representation LearningGenomics

  44. GENEB: Why Genomic Models Are Hard to Compare

    Jun 3, 2026Daria Ledneva, Mikhail Nuridinov, Denis KuznetsovBenchmark DesignGenomics

  45. Prior-Guided Multi-Omic Transformers for Single-Cell Gene Regulatory Network Inference

    May 30, 2026Tianyang Xu, Tianci Liu, Niraj Rayamajhi +4TransformerGene Regulatory Network Inference

  46. Annotation-Informed Block-Sparse Bayesian Modeling for cis-Expression Prediction

    May 30, 2026Lei Huang, Hui Shen, Kuan-Jui Su +9Bayesian InferenceGenomics

  47. Agentic Authoring of Interactive Multiview Visualizations in Genomics

    May 29, 2026Astrid van den Brandt, Kiroong Choe, Sehi L'Yi +2Scientific VisualizationData Visualization

  48. Position: Genomic Model Research Must Move Beyond Anecdotal Evaluation of Interpretability Methods

    May 29, 2026Shasha Zhou, Mingyu Huang, Ke LiInterpretable MLGenomics

  49. Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback

    May 27, 2026Evgeny S. Saveliev, Samuel Holt, Nabeel Seedat +3GenomicsLarge Language Model-Guided Scientific Discovery

  50. Geometry-First Generative Spatial Single-Cell Reconstruction

    May 27, 2026Ehtesamul Azim, Muhtasim Noor Alif, Tae Hyun Hwang +2Spatial TranscriptomicsGenomics

  51. ViroBench: Benchmarking Nucleotide Foundation Models on Viral Genomics Tasks

    May 25, 2026Dongxin Ye, Fang Hu, Han Hu +6Distribution ShiftBenchmark Design

  52. AnnotateMissense: a genome-wide annotation and benchmarking framework for missense pathogenicity prediction

    May 23, 2026Muhammad Muneeb, David B. AscherGenomics