Papers
12094 papers
TMLR2025
Watermarking Degrades Alignment in Language Models: Analysis and Mitigation
Summary pending...
TMLR2025
Context-aware Learned Mesh-based Simulation via Trajectory-Level Meta-Learning
Summary pending...
TMLR2025
COLT: Enhancing Video Large Language Models with Continual Tool Usage
Summary pending...
TMLR2025
Topology-Guided Graph Pre-training and Prompt Learning on Directed Graphs
Summary pending...
TMLR2025
Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization
Summary pending...
TMLR2025
Empowering Power Outage Prediction with Spatially Aware Hybrid Graph Neural Networks and Contrastive Learning
Summary pending...
TMLR2025
GraphMERT: Efficient and Scalable Distillation of Reliable Knowledge Graphs from Unstructured Data
Summary pending...
TMLR2025
Incorporating New Knowledge into Federated Learning: Advances, Insights, and Future Directions
Summary pending...
TMLR2025
Learning from Online Videos at Inference Time for Computer-Use Agents
Summary pending...
TMLR2025
Are Time-Indexed Foundation Models the Future of Time Series Imputation?
Summary pending...
TMLR2025
Dual-Phase Continual Learning: Supervised Adaptation Meets Unsupervised Retention
Summary pending...
TMLR2025
Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations
Summary pending...
TMLR2025
Calibration Enhanced Decision Maker: Towards Trustworthy Sequential Decision-Making with Large Sequence Models
Summary pending...
TMLR2025
Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set
Summary pending...
TMLR2025
KITTEN: A Knowledge-Integrated Evaluation of Image Generation on Visual Entities
Summary pending...
TMLR2025
α-OCC: Uncertainty-Aware Camera-based 3D Semantic Occupancy Prediction
Summary pending...
TMLR2025
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Summary pending...