Pietro Lio
~Pietro_Lio1
33
论文总数
16.5
年均投稿
平均评分
接收情况15/33
会议分布
ICLR
23
ICML
6
NeurIPS
4
发表论文 (33 篇)
202519 篇
4
Predicting Time-Varying Flux and Balance in Metabolic Systems using Structured Neural ODE Processes
ICLR 2025Rejected
4
SPHINX: Structural Prediction using Hypergraph Inference Network
ICML 2025Poster
4
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
ICML 2025Poster
4
How Particle System Theory Enhances Hypergraph Message Passing
NeurIPS 2025Poster
4
Closing the Gap between Neural Networks for Approximate and Rigorous Logical Reasoning
ICLR 2025Rejected
3
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations
ICLR 2025Spotlight
4
Explaining Hypergraph Neural Networks: From Local Explanations to Global Concepts
ICLR 2025Rejected
4
NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
ICML 2025Poster
-
Bayesian-LoRA: LoRA based Parameter Efficient Fine-Tuning using Optimal Quantization levels and Rank Values trough Differentiable Bayesian Gates
ICLR 2025desk_rejected
4
Stochastic Encodings for Active Feature Acquisition
ICML 2025Poster
4
Information Bottleneck for Active Feature Acquisition
ICLR 2025Rejected
4
Improving Antibody Design with Force-Guided Sampling in Diffusion Models
ICLR 2025withdrawn
4
PoseCheck: Generative Models for 3D Structure-based Drug Design Produce Unrealistic Poses
ICLR 2025Rejected
4
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
ICML 2025Spotlight
4
Bayesian Binary Search
ICLR 2025Rejected
4
EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction
ICML 2025Poster
4
gRNAde: Geometric Deep Learning for 3D RNA inverse design
ICLR 2025Spotlight
4
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
ICLR 2025Spotlight
5
RNA FrameFlow: Flow Matching for de novo 3D RNA Backbone Generation
ICLR 2025Rejected
202414 篇
5
Unsupervised Pretraining for Fact Verification by Language Model Distillation
ICLR 2024Poster
4
An Effective Universal Polynomial Basis for Spectral Graph Neural Networks
ICLR 2024Rejected
4
Neural Priority Queues for Graph Neural Networks (GNNs)
ICLR 2024withdrawn
4
Meta-Learning Nonlinear Dynamical Systems with Deep Kernels
ICLR 2024Rejected
3
SHARCS: SHARed Concept Space for\\Explainable Multimodal Learning
ICLR 2024Rejected
4
Deep Equilibrium Algorithmic Reasoning
NeurIPS 2024Poster
4
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts
ICLR 2024Rejected
4
Dynamics-Informed Protein Design with Structure Conditioning
ICLR 2024Poster
3
Semi-HyperGraph Benchmark: Enhancing Flexibility of Hypergraph Learning with Datasets and Benchmarks
ICLR 2024withdrawn
4
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
ICLR 2024Rejected
3
Towards a Self-Made Model: Zero-Shot Self-Supervised Purification for Adversarial Attacks
ICLR 2024Rejected
5
gRNAde: Geometric Deep Learning for 3D RNA inverse design
NeurIPS 2024Rejected
4
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform
NeurIPS 2024Poster
4
Evaluating Representation Learning on the Protein Structure Universe
ICLR 2024Poster