Federico Berto
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (23)
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(5)
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Conferences
NIPS (4)
AAAI (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
evolutionary algorithm
(2)
graph neural network
(2)
large language model
(2)
combinatorial optimization
(2)
deep learning
(1)
computational efficiency
(1)
reinforcement learning
(1)
spectral analysis
(1)
trajectory prediction
(1)
score matching
(1)
generative model
(1)
dynamical system
(1)
spectral method
(1)
surrogate model
(1)
protein design
(1)
autonomous vehicle
(1)
operator learning
(1)
frequency domain
(1)
combinatorial optimization problem
(1)
fourier transform
(1)
Papers
TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution
AAAI 2026
USPR: Learning a Unified Solver for Profiled Routing
AAAI 2026
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
NIPS 2024
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological Sequences
NIPS 2023
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks
NIPS 2023
DevFormer: A Symmetric Transformer for Context-Aware Device Placement
ICML 2023
Neural Solvers for Fast and Accurate Numerical Optimal Control
ICLR 2022
Transform Once: Efficient Operator Learning in Frequency Domain
NIPS 2022