Papers

12094 papers

ICML2024

CHAI: Clustered Head Attention for Efficient LLM Inference

Summary pending...

ICML2024

Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification

Summary pending...

ICML2024

On the Expressive Power of Spectral Invariant Graph Neural Networks

Summary pending...

ICML2024

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits

Summary pending...

ICML2024

Unsupervised Concept Discovery Mitigates Spurious Correlations

Summary pending...

ICML2024

Seesaw: Compensating for Nonlinear Reduction with Linear Computations for Private Inference

Summary pending...

ICML2024

Mechanistic Design and Scaling of Hybrid Architectures

Summary pending...

ICML2024

Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process

Summary pending...

ICML2024

Interpreting Equivariant Representations

Summary pending...

ICML2024

Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention

Summary pending...

ICML2024

Compact Optimality Verification for Optimization Proxies

Summary pending...

ICML2024

Linear Explanations for Individual Neurons

Summary pending...

ICML2024

Causal Effect Identification in LiNGAM Models with Latent Confounders

Summary pending...

ICML2024

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Summary pending...

ICML2024

Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning

Summary pending...

ICML2024

On the Diminishing Returns of Width for Continual Learning

Summary pending...

ICML2024

CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables

Summary pending...

ICML2024

Protein Conformation Generation via Force-Guided SE(3) Diffusion Models

Summary pending...

ICML2024

HexGen: Generative Inference of Large Language Model over Heterogeneous Environment

Summary pending...

ICML2024

CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback

Summary pending...