Papers
12094 papers
ICML2025
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
Summary pending...
Large Language ModelBidirectional ModelingCausal Attention
ICML2025
LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
Summary pending...
financegenerative modelstime series
ICML2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models
Summary pending...
inference-time tuningreward maximization
ICML2025
AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation
Summary pending...
Machine TranslationParallel decodingVector Quantization
ICML2025
Synthesizing Software Engineering Data in a Test-Driven Manner
Summary pending...
Large language ModelSoftware EngineeringTest-Driven Development
ICML2025
Inverse problems with experiment-guided AlphaFold
Summary pending...
protein structure predictionalphafoldprotein generative models
ICML2025
Neural Guided Diffusion Bridges
Summary pending...
Diffusion bridgevariational approximationchange of measure
ICML2025
M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture
Summary pending...
JEPAMoEmultimodal
ICML2025
Fine-Grained Captioning of Long Videos through Scene Graph Consolidation
Summary pending...
Long video captioningzero-shot video captioningscene graph
ICML2025
GRAM: A Generative Foundation Reward Model for Reward Generalization
Summary pending...
Large Language ModelReward ModelingRLHF
ICML2025
A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
Summary pending...
Combinatorial OptimizationConstrained OptimizationVehicle Routing Problems
ICML2025
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
Summary pending...
counterfactual reasoningcausal explanation formulamulti-agent Markov decision processes
ICML2025
STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings
Summary pending...
LLMmembership inferencedataset inference
ICML2025
Unified Screening for Multiple Diseases
Summary pending...
Unified screeninghealthcarecompeting risks
ICML2025
PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization
Summary pending...
LLM TrainingPipeline ParallelismOffloading
ICML2025
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
Summary pending...
Machine unlearningpoisoning attackthrust vector control theory
ICML2025
The Case for Learned Provenance-based System Behavior Baseline
Summary pending...
graph representation learningprovenance graphcyber attack detection
ICML2025
Elucidating the design space of language models for image generation
Summary pending...
Image generationLarge language modelGenerative model
ICML2025
Mind the Gap: A Practical Attack on GGUF Quantization
Summary pending...
quantizationlarge language modelssecurity
ICML2025
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations
Summary pending...
Graph Neural NetworksHyperbolic Partial Differential Equations