表观测序偏差可校正，低同源性数据也能迁移预测

2026年3月25日

← 返回简报69 篇候选论文

重点关注

PATTY corrects open chromatin bias for improved bulk and single-cell CUT&Tag profiling 5.1
Top institution: ETH; Top venue: Cell; Domain relevant (1 hits): single-cell
Fitness translocation: improving variant effect prediction with biologically-grounded data augmentation 4.6
Top institution: MIT; Code available; Domain relevant (1 hits): protein language model
Tokenization to Transfer: Do Genomic Foundation Models Learn Good Representations? 4.6
Top institution: MIT; Code available; Domain relevant (1 hits): genomics
Cenote-Taker 3 for Fast and Accurate Virus Discovery and Annotation of the Virome 4.6
Top institution: Meta; Code available on GitHub; Domain relevant (1 hits): genomics

也值得关注

Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection 6
Top institution: ETH; Top venue: CVPR; Code available
The Free-Market Algorithm: Self-Organizing Optimization for Open-Ended Complex Systems 4.5
Top institution: Meta; Top venue: Nature
Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale 4.5
Top institution: ETH; Top venue: AAAI
Light-guided actin polymerization drives directed motility in protocells 4.5
Top institution: ETH; Top venue: Cell
The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation 4
Top institution: ETH; Code available on GitHub
Hierarchical Spatial-Temporal Graph-Enhanced Model for Map-Matching 4
Top institution: MIT; Code available on GitHub
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework 4
Top institution: MIT; Code available on GitHub
Physics-Grounded Evaluation to Guide Accurate Biomolecular Prediction 3.7
Top institution: MIT; Domain relevant (2 hits): structure-based, AlphaFold
Walma: Learning to See Memory Corruption in WebAssembly 3.1
Top institution: EMBL; Domain relevant (1 hits): coarse-grained
i-IF-Learn: Iterative Feature Selection and Unsupervised Learning for High-Dimensional Complex Data 3.1
Top institution: MIT; Domain relevant (1 hits): single-cell
Integrative Structural Modeling of Intrinsically Disordered Regions in a Human HDAC2 Chromatin Remodeling Complex 3.1
Top institution: ETH; Domain relevant (1 hits): AlphaFold
Mechanistic insights into CFTR function from molecular dynamics analysis of electrostatic interactions 3.1
Top institution: ETH; Domain relevant (1 hits): molecular dynamics
Collective Electronic Polarization Drives Charge Asymmetry at Oil-Water Interfaces 2.6
Top venue: Science; Domain relevant (1 hits): molecular dynamics
Analyzing animal movement using deep learning 2.5
Top institution: MIT
Conformalized Transfer Learning for Li-ion Battery State of Health Forecasting under Manufacturing and Usage Variability 2.5
Top institution: MIT
Continuous-Time Learning of Probability Distributions: A Case Study in a Digital Trial of Young Children with Type 1 Diabetes 2.5
Top institution: ETH
MolEvolve: LLM-Guided Evolutionary Search for Interpretable Molecular Optimization 2.5
Top institution: ETH
A Neuro-Symbolic System for Interpretable Multimodal Physiological Signals Integration in Human Fatigue Detection 2.5
Top institution: ETH
DeepDTF: Dual-Branch Transformer Fusion for Multi-Omics Anticancer Drug Response Prediction 2.5
Top institution: MIT
Embracing Heteroscedasticity for Probabilistic Time Series Forecasting 2.5
Top institution: MIT
C-STEP: Continuous Space-Time Empowerment for Physics-informed Safe Reinforcement Learning of Mobile Agents 2.5
Top institution: MIT
MedAidDialog: A Multilingual Multi-Turn Medical Dialogue Dataset for Accessible Healthcare 2.5
Top institution: MIT
Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization 2.5
Top institution: ETH
Stochastic Dimension-Free Zeroth-Order Estimator for High-Dimensional and High-Order PINNs 2.5
Top institution: NVIDIA
Transcending Classical Neural Network Boundaries: A Quantum-Classical Synergistic Paradigm for Seismic Data Processing 2.5
Top institution: ETH
Kirchhoff-Inspired Neural Networks for Evolving High-Order Perception 2.5
Top institution: MIT
ChargeFlow: Flow-Matching Refinement of Charge-Conditioned Electron Densities 2.5
Top institution: Meta
Deep Convolutional Neural Networks for predicting highest priority functional group in organic molecules 2.5
Top institution: ETH
Resolving gradient pathology in physics-informed epidemiological models 2.5
Top institution: ETH
The Stochastic Gap: A Markovian Framework for Pre-Deployment Reliability and Oversight-Cost Auditing in Agentic Artificial Intelligence 2.5
Top institution: MIT
Where Do Your Citations Come From? Citation-Constellation: A Free, Open-Source, No-Code, and Auditable Tool for Citation Network Decomposition with Complementary BARON and HEROCON Scores 2.5
Top institution: Meta
Invisible Threats from Model Context Protocol: Generating Stealthy Injection Payload via Tree-based Adaptive Search 2.5
Top institution: MIT
DecepGPT: Schema-Driven Deception Detection with Multicultural Datasets and Robust Multimodal Learning 2.5
Top institution: MIT
AnalogAgent: Self-Improving Analog Circuit Design Automation with LLM Agents 2.5
Top institution: MIT
Electronic properties of the Radium-monochalcogenides RaX (X = O,S,Se) and RaO+/- ions 2.5
Top institution: ETH
Orientation Reconstruction of Proteins using Coulomb Explosions 2.5
Top institution: MIT
Restoring missing low scattering angle data in two-dimensional diffraction patterns of isolated molecules 2.5
Top institution: ETH
Free-electron laser-based extended wide-field mid-infrared photothermal imaging for biomedical and microplastic analysis 2.5
Top institution: MIT
VIOLIN: A modular framework for scalable reconciliation of heterogeneous interaction graphs 2.5
Top institution: ETH
Mosaic integration of spatial multi-omics with SpaMosaic 2.5
Top institution: MIT
Signature Distance: Generalizing Energy Statistics 2.5
Top institution: MIT
Chromatix: a differentiable, GPU-accelerated wave-optics library 2.5
Top institution: MIT
Statistical detection of protein sites associated with continuous traits 2.5
Top institution: ETH
Interpretable multi-omics machine learning reveals drought-driven shifts in plant-microbe interactions 2.5
Top institution: Meta
Chronotherapy as a Potential Strategy to Reduce Ifosfamide-Induced Encephalopathy: A Preclinical Study in a Murine Model 2.5
Top institution: MIT
PRISM-G: an interpretable privacy scoring method for assessing risk in synthetic human genome data 2.5
Top institution: MIT