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Danilo Mandic — most-cited papers & profile · AI for Science
← authors
·
overview
Danilo Mandic
16
papers ·
95
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
2023 · 82 citations
ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech
2022 · 5 citations
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
2023 · 4 citations
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
2022 · 3 citations
Relational Conformal Prediction for Correlated Time Series
2025 · 1 citations
FinSMART: Financial Sentiment Analysis for Algorithmic Trading through Market-Aligned Reinforcement Learning
2026
Top co-authors
Bo Gao
· 1
Haolin Li
· 1
Haozhe Tian
· 1
Jiantao Liu
· 1
Jinshuai Bai
· 1
Liyuan Wang
· 1
Menglei Li
· 1
M. H. Aliabadi
· 1
Nina Moutonnet
· 1
Pietro Ferraro
· 1
Qiyu Rao
· 1
Weiqiu Chen
· 1
Topics
Audio Generation
Probabilistic
cs.AI
Evaluation
stat.AP
GNN Architectures
Text-to-Speech
Speech Enhancement
Music Generation
Multimodal Audio