AI Native Daily Paper Digest – 20260612
1. EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments 🔑 Keywords: EvoArena, EvoMem, memory evolution, dynamic environments…
AI Native Daily Paper Digest – 20260611
1. Redesign Mixture-of-Experts Routers with Manifold Power Iteration 🔑 Keywords: Mixture-of-Experts, Router, Principal Singular Direction, Manifold Power Iteration 💡 Category:…
AI Native Daily Paper Digest – 20260609
1. SWE-Explore: Benchmarking How Coding Agents Explore Repositories 🔑 Keywords: SWE-Explore, coding agents, repository exploration, line budget, agentic exploration 💡…
AI Native Daily Paper Digest – 20260608
1. Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings 🔑 Keywords: Large language models, EmbedFilter, text embeddings,…
AI Native Daily Paper Digest – 20260605
1. Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution 🔑 Keywords: Code2LoRA, LoRA adapters, hypernetwork framework, GRU hidden…
AI Native Daily Paper Digest – 20260604
1. Audio Interaction Model 🔑 Keywords: Audio Interaction Model, Large Audio Language Models, SoundFlow, Streaming Audio Models, Real-time ASR 💡…
AI Native Daily Paper Digest – 20260603
1. OCC-RAG: Optimal Cognitive Core for Faithful Question Answering 🔑 Keywords: task-specialized language models, multi-hop reasoning, question answering, context faithfulness,…
AI Native Daily Paper Digest – 20260602
1. Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs 🔑 Keywords: multi-agent framework, scientific figures, editable…
AI Native Daily Paper Digest – 20260529
1. AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security 🔑 Keywords: agent safety alignment,…