影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
50.55/100
前 8.3%
全站排名 #5,365
发表论文16 篇
平均评分
年均产出5.3 篇/年
Gabriele Scalia
研究方向
optimization · unsupervised learning · contrastive learning · GNNs · uncertainty · deep learning · cheminformatics · nlp · topic modeling · social network analysis · geoinformatics
14
A Joint Diffusion Model with Pre-Trained Priors for RNA Sequence-Structure Co-Design
ICLR 2026Poster
24
Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
ICLR 2026Poster
24
scCBGM: Single-Cell Editing via Concept Bottlenecks
ICLR 2026Rejected
6
Dynamic Search for Inference-Time Alignment in Diffusion Models
ICLR 2026Rejected
19
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
NeurIPS 2025Poster
20
Adding Conditional Control to Diffusion Models with Reinforcement Learning
ICLR 2025Poster
三作32
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction
ICLR 2025Rejected
17
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
ICLR 2025Rejected
25
A mechanistically interpretable neural network for regulatory genomics
ICLR 2025Rejected
通讯15
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
ICLR 2025Rejected
5
Uncovering BioLOGICAL Motifs and Syntax via Sufficient and Necessary Explanations
ICLR 2025Rejected
二作