Papers
12094 papers
ICML2025
The Role of Randomness in Stability
Summary pending...
ReplicabilityDifferential PrivacyPAC Learning
ICML2025
Causal Abstraction Inference under Lossy Representations
Summary pending...
causalitycausal inferencecausal abstractions
ICML2025
(How) Can Transformers Predict Pseudo-Random Numbers?
Summary pending...
InterpretabilityIn-context learningGrokking
ICML2025
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
Summary pending...
diffusioninterpretabilitytransformers
ICML2025
Uncertainty Quantification for LLM-Based Survey Simulations
Summary pending...
synthetic datalarge language modelsuncertainty quantification
ICML2025
Geometry Informed Tokenization of Molecules for Language Model Generation
Summary pending...
Language models
ICML2025
Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions
Summary pending...
Universal approximationFloating-Point Arithmetic
ICML2025
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
Summary pending...
chain of thoughtpsychologycognitive science
ICML2025
Tracking Most Significant Shifts in Infinite-Armed Bandits
Summary pending...
non-stationaryinfinite-armed banditsbandits
ICML2025
ELoRA: Low-Rank Adaptation for Equivariant GNNs
Summary pending...
graph neural networkequivarianceparameter-efficient fine-tuning
ICML2025
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
Summary pending...
Deep LearningDynamical ModelingNeural Imaging
ICML2025
Test-Time Training Provably Improves Transformers as In-context Learners
Summary pending...
in-context learningtransformerstest-time training
ICML2025
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Summary pending...
agentsbenchmarkcomputer agents
ICML2025
Graph World Model
Summary pending...
Graph world modelUnstructured dataMulti-modal information
ICML2025
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
Summary pending...
BenchmarkScientific DiscoveryLarge Language Models
ICML2025
Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization
Summary pending...
Manifold DenoisingLearning-to-optimize
ICML2025
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality
Summary pending...
Federated Learning; In-context Learning; Large Language Model; Natural Language Processing
ICML2025
Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints
Summary pending...
tripe-optimitistic frameworkcontetxual banditsgeneral constraints
ICML2025
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Summary pending...
Multi-head AttentionMechanism IntepretationTraining Dynamics
ICML2025
RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy
Summary pending...
Automated Machine LearningNeural Architecture SearchLarge Language Models