Papers
12094 papers
ICLR2025
Conformalized Survival Analysis for General Right-Censored Data
Summary pending...
conformal predictionsurvival analysisPAC
ICLR2025
Unified Parameter-Efficient Unlearning for LLMs
Summary pending...
Large Language Model Unlearning; Machine Unlearning; Influence Function
ICLR2025
HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
Summary pending...
hypernetworkpolicy generationbehavior cloning
ICLR2025
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
Summary pending...
Offline Reinforcement LearningDiffusion ModelsActor-critic Learning
ICLR2025
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
Summary pending...
Neuro-SymbolicProgram AnalysisSecurity Vulnerability
ICLR2025
A Stochastic Approach to the Subset Selection Problem via Mirror Descent
Summary pending...
Nonconvex OptimizationSubset SelectionStochastic
ICLR2025
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
Summary pending...
Neural Combinatorial OptimizationTravelling salesman problem
ICLR2025
Adversarial Search Engine Optimization for Large Language Models
Summary pending...
large language modelssecurityprompt injection
ICLR2025
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning
Summary pending...
model-based offline reinforcement learningoffline reinforcement learninglower expectile return
ICLR2025
Near, far: Patch-ordering enhances vision foundation models' scene understanding
Summary pending...
Dense self-supervised learningSelf-supervised learningUnsupervised semantic segmentation
ICLR2025
Improving Long-Text Alignment for Text-to-Image Diffusion Models
Summary pending...
Long Text AlignmentDiffusion ModelsPreference Optimization
ICLR2025
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
Summary pending...
Node Anomaly DetectionGraph Neural NetworkMultiple Spaces
ICLR2025
DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models
Summary pending...
Weight SimilarityLarge Language ModelsDistribution of Cosine Similarity
ICLR2025
Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
Summary pending...
Inverse Reinforcement LearningGenerative Diffusion Model
ICLR2025
GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks
Summary pending...
pre-training; prompt tuning; robustness; adversarial attacks.
ICLR2025
X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing
Summary pending...
human sensingmultimodal learning
ICLR2025
A Solvable Attention for Neural Scaling Laws
Summary pending...
self-attentionscaling lawssolution of learning dynamics
ICLR2025
A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations
Summary pending...
Preference-based Reinforcement LearningDistributional Reinforcement LearningUncertainty Awareness
ICLR2025
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
Summary pending...
Jensen GapRecommender SystemsMax-min Fairness
ICLR2025
Improved Convergence Rate for Diffusion Probabilistic Models
Summary pending...
score-based generative modeldiffusion modelprobability flow ODE