GenoMorph: Pathway-Grounded Genomic Disease Reasoning via Adaptive Latent Computation
cs.AI, q-bio.GN
Submitted: 2026-09-28
Updated: 2026-09-28
Code: https://github.com/IITP-CSE/GeneticAI
Terminology
Sources
- BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
- BioArc: Discovering Optimal Neural Architectures for Biological Foundation Models
- STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations
- CLINIC: Evaluating Multilingual Trustworthiness in Language Models for Healthcare
- Hierarchical Refinement: Optimal Transport to Infinity and Beyond
- Training Large Language Models to Reason in a Continuous Latent Space
- Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space
- Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling
- Proximal Policy Optimization Algorithms
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
- TxGemma: Efficient and Agentic LLMs for Therapeutics
- SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning
- Qwen3 Technical Report
- Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
- Hybrid Latent Reasoning via Reinforcement Learning
- DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems
- VSAL: A Vision Solver with Adaptive Layouts for Graph Property Detection