Author: insights

1. SWE-Explore: Benchmarking How Coding Agents Explore Repositories 🔑 Keywords: SWE-Explore, coding agents, repository exploration, line budget, agentic exploration 💡 Category: AI […]

1. Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings 🔑 Keywords: Large language models, EmbedFilter, text embeddings, high-frequency tokens, […]

1. Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution 🔑 Keywords: Code2LoRA, LoRA adapters, hypernetwork framework, GRU hidden state, repository-specific […]

1. Audio Interaction Model 🔑 Keywords: Audio Interaction Model, Large Audio Language Models, SoundFlow, Streaming Audio Models, Real-time ASR 💡 Category: Human-AI […]

1. OCC-RAG: Optimal Cognitive Core for Faithful Question Answering 🔑 Keywords: task-specialized language models, multi-hop reasoning, question answering, context faithfulness, structured reasoning […]

1. Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs 🔑 Keywords: multi-agent framework, scientific figures, editable SVGs, CraftBench, […]

1. AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security 🔑 Keywords: agent safety alignment, taxonomy-guided training, […]

1. Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players 🔑 Keywords: Generative multi-agent world model, Simplex Rotary Agent Encoding, Sparse Hub Attention, […]

1. LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding 🔑 Keywords: Parallel Box Decoding, unified visual grounding, detection, decoding throughput, […]

1. DVAO: Dynamic Variance-adaptive Advantage Optimization for Multi-reward Reinforcement Learning 🔑 Keywords: DVAO, Reinforcement Learning, multi-reward settings, empirical reward variance, training stability […]

1. SkillOpt: Executive Strategy for Self-Evolving Agent Skills 🔑 Keywords: SkillOpt, agent skills, text-space optimizer, stable updates, AI-generated summary 💡 Category: AI […]

1. TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation 🔑 Keywords: TransitLM, Large Language Models, Transit Route Planning, GPS […]