Francesco Alesiani
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(58)
💎
Century Club
(10)
🔥
Unstoppable
(7)
🚀
Conference Pioneer
Conferences
AAAI (3)
ICML (2)
IJCAI (2)
NIPS (2)
UAI (1)
Top co-authors
Keywords
information theory
(2)
scientific machine learning
(2)
combinatorial optimization
(2)
multi-task learning
(2)
partial differential equation
(2)
covariate shift
(1)
feature correlation
(1)
graph laplacian
(1)
channel attention
(1)
curriculum learning
(1)
robust optimization
(1)
bregman divergence
(1)
feature selection
(1)
mutual information
(1)
statistical dependence
(1)
convex clustering
(1)
machine learning
(1)
statistical dependency
(1)
multi-task regression
(1)
convex optimization
(1)
Papers
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching
ICML 2025
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
NIPS 2024
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming
AAAI 2023
Learning Neural PDE Solvers with Parameter-Guided Channel Attention
ICML 2023
Principle of relevant information for graph sparsification
UAI 2022
PDEBench: An Extensive Benchmark for Scientific Machine Learning
NIPS 2022
Reinforcement Learning for Route Optimization with Robustness Guarantees
IJCAI 2021
Measuring Dependence with Matrix-based Entropy Functional
AAAI 2021
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications
IJCAI 2020
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks
AAAI 2019