SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization Paper • 2606.24259 • Published 10 days ago
Coherence Under Commitment: Probing Generalization and Vacuous Memorization in LLM Logical Reasoning Paper • 2606.21083 • Published 14 days ago
MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions Paper • 2606.16562 • Published 18 days ago
The Faithfulness Gap: Certifying Semantic Equivalence Between Natural-Language and Formal Mathematical Statements Paper • 2606.16541 • Published 18 days ago
SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models Paper • 2604.16606 • Published Apr 17
EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection Paper • 2604.14663 • Published Apr 16 • 3
EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection Paper • 2604.14663 • Published Apr 16 • 3
EdgeDetect: Importance-Aware Gradient Compression with Homomorphic Aggregation for Federated Intrusion Detection Paper • 2604.14663 • Published Apr 16 • 3
NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks Paper • 2603.06922 • Published Mar 6 • 2
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning Paper • 2603.10377 • Published Mar 11 • 3
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning Paper • 2603.10377 • Published Mar 11 • 3
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning Paper • 2603.10377 • Published Mar 11 • 3
Breaking the Temporal Complexity Barrier: Bucket Calculus for Parallel Machine Scheduling Paper • 2602.01356 • Published Feb 1
CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification Paper • 2510.17018 • Published Apr 7 • 1
CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification Paper • 2510.17018 • Published Apr 7 • 1