Papers
12094 papers
ICML2024
Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective
Summary pending...
ICML2024
On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective
Summary pending...
ICML2024
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
Summary pending...
ICML2024
Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering
Summary pending...
ICML2024
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
Summary pending...
ICML2024
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
Summary pending...
ICML2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
Summary pending...
ICML2024
A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization
Summary pending...
ICML2024
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
Summary pending...
ICML2024
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Summary pending...
ICML2024
Supervised Matrix Factorization: Local Landscape Analysis and Applications
Summary pending...
ICML2024
Efficient Contrastive Learning for Fast and Accurate Inference on Graphs
Summary pending...