Defending Membership Inference Attacks via Privacy-aware Sparsity Tuning
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StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineerin…
Understanding Machine Unlearning Through the Lens of Mode Connectivity
Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review
Leveraging Synthetic Data for Question Answering with Multilingual LLMs in the Agricultur…
Revisiting Classic Thought Experiments to Measure Consciousness for Artificial Intelligen…
AutoFOAM: The Self-Refining Autonomous OpenFOAM Agent
Tail-Aware Information-Theoretic Bounds for LLM Alignment under Heavy-Tailed Rewards
QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits
SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton
SOD: Step-wise On-policy Distillation for Small Language Model Agents
Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN
GPrune-LLM: Generalization-Aware Structured Pruning for Large Language Models
MAPLE: Metadata Augmented Private Language Evolution
Hierarchical Pre-Training of Vision Encoders with Large Language Model
QARIMA: A Quantum Approach To Classical Time Series Analysis
Physics-Informed Neural Networks for Complex Eigenfrequency Identification and Mode Struc…
ReasonCast: Towards Explainable Time Series Forecasting with Reasoning
Beyond Single-Use Tokens: Durable Authorization State for Replay-Resistant LLM Agent Acti…
LaCache: Robust Semantic Caching for LLM Serving
DyFrDet: Towards Accurate Small Object Detection via Dynamic Frequency Suppression with L…
DAPD: Dual-Anchored Policy Distillation
From Simple QA to Deep Research: A Verifiable Benchmark Constructed through Iterative Tas…
A Contractualist Argumentation Framework for Moral Decision-Making
SWE-Touch: Benchmarking Coding Agents When Users Touch the Code
HALT: Verification-Aware Stopping for Retrieval-Augmented Search Agents
Before Reasoning Fails: Pre-Evidence Procedural Failures in Agentic RAG
Analytic Planning under Uncertainty with Moment Closure
Structured Memory for Edge Language Models: Persistent Context and Corpus Retrieval via O…
An AI Approach to Verified Production Cryptographic Libraries