EmbTracker: Traceable Black-box Watermarking for Federated Language Models Paper • 2603.12089 • Published 9 days ago • 2
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data Paper • 2603.00516 • Published 22 days ago • 1
Revisiting Backdoor Threat in Federated Instruction Tuning from a Signal Aggregation Perspective Paper • 2602.15671 • Published Feb 17 • 1
Patronus: Identifying and Mitigating Transferable Backdoors in Pre-trained Language Models Paper • 2512.06899 • Published Dec 7, 2025 • 3
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published Dec 2, 2025 • 73
Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning Paper • 2509.18163 • Published Sep 17, 2025 • 1