Papers
12094 papers
ICML2025
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Summary pending...
Long Video Understanding;Video-Language;Spatiotemporal
ICML2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
Summary pending...
large language modelsLLMsreasoning
ICML2025
ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering
Summary pending...
Computer GraphicsNeural Network InferenceTraining-Free Optimization
ICML2025
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
Summary pending...
Fractional-order dynamical systemOptimal control
ICML2025
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Summary pending...
FourierderainingMamba
ICML2025
Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
Summary pending...
Reinforcement learningmulti-objectivelinear model
ICML2025
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Summary pending...
Computer Aided DesignGenerative ModelsText-based Editing
ICML2025
Smooth Interpolation for Improved Discrete Graph Generative Models
Summary pending...
Graph Generation; Deep Generative Models; Bayesian Flow Networks;
ICML2025
Non-stationary Online Learning for Curved Losses: Improved Dynamic Regret via Mixability
Summary pending...
Online LearningDynamic RegretMixability
ICML2025
Janus: Dual-Server Multi-Round Secure Aggregation with Verifiability for Federated Learning
Summary pending...
federated learningmulti-round secure aggregationprivacy enhancement
ICML2025
Residual Matrix Transformers: Scaling the Size of the Residual Stream
Summary pending...
transformer modelsdeep learningneural network architectures
ICML2025
One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation
Summary pending...
contrastive learningself-supervised pre-training
ICML2025
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum
Summary pending...
Curriculum Learning
ICML2025
BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing
Summary pending...
Parameter-efficient fine-tuningparameter-sharing
ICML2025
Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction
Summary pending...
Material structure representationMaterial property predictionMulti-agent systems
ICML2025
SPHINX: Structural Prediction using Hypergraph Inference Network
Summary pending...
hypergraph predictionhypergraph representation learning
ICML2025
Cross-City Latent Space Alignment for Consistency Region Embedding
Summary pending...
Consistency Region EmbeddingCross-City Knowledge TransferLatent Space Alignment
ICML2025
Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning
Summary pending...
backward compatible traininghyperbolic representation learningalignment
ICML2025
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
Summary pending...
QuantizationMixture-of-ExpertLLMs
ICML2025
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Summary pending...
speculative decodingquantizationlong-context inference