AI Research Roundup
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LLM Agents Inside Collaborative Editors
AI Research Roundup
SPO: Single-Stream Policy Optimization for LLMs
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Dynamic Reward Weighting for LLM Alignment
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FLUID BENCHMARKING: Adaptive LLM Evaluation
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SearchInstruct: Retrieval-Built SFT Datasets
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Neural Cellular Automata for Bio & Robotics
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InternScenes: Massive Simulatable Indoor Dataset
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Survey: Retrieval + Structuring for LLMs (RAS)
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Reddit Study: Human-Companion Chatbot Bonds
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Nav-R1: Unified Model for Embodied Navigation
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LazyDrag: Stable Drag Editing for Diffusion
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Why Diffusion Locality Comes from Data Stats
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OmniWorld: 4D World Modeling Dataset
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UI-S1: Semi-online RL for GUI Automation
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IGPO: Inpainting-Guided RL for Diffusion LLMs
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X-Part: Controllable 3D Shape Decomposition
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LLaDA-VLA: Diffusion VLA for Robot Control
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PSI: Promptable Probabilistic World Models
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HANRAG: Noise-Resistant RAG for Multi-hop QA
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VStyle: Benchmarking Voice Style Adaptation
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MCP-AgentBench: Benchmarking MCP Language Agents
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SFR-DeepResearch: RL for Autonomous LLM Agents
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InfGen: Resolution-Agnostic Image Generator
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SpatialVID: Massive Video Dataset for 3D
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VLA-Adapter: Tiny VLA Model for Actions
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CausNVS: Autoregressive Multi‑View 3D NVS
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RaC: Human-in-the-Loop Recovery for Robots
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LLM Math Dataset via TPTP + E-Prover
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Mini-o3: Multi-Turn VLM for Visual Search
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Parallel-R1: RL for Parallel Thinking in LLMs
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REER: Reverse-Engineered Reasoning for LLMs
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TraceRL: RL for Diffusion LLMs
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MedVista3D: 3D CT Vision-Language Model
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Graph GNNs for Offline RL in Sepsis Care
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IWR: Better Retrieval for Few-Shot Imitation
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PILOT: Adaptive LLM Routing on a Budget
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Fast Tool-Aware Collision Avoidance for Cobots
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Pref-GRPO: Stable T2I RL via Pairwise Rewards
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Discrete Diffusion VLA: Faster Action Decoding
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TreePO: Faster RL for LLM Reasoning
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Scaling Reasoning Depth with Recurrence & Memory
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Claude for Chrome: Safer Browser Agent Pilot
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Robust LLM Inference Scheduling with Uncertain Outputs
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MCP‑Universe: Real-World LLM Tool Benchmark
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ColorCtrl: Training‑Free Text‑Guided Color Edits
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LongSplat: Unposed 3D Gaussian Splatting for Long Videos
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SSRL: Self-Search RL for LLM Agents
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SPARSE: GANs for Few-Shot Medical Imaging
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UI-Venus: SOTA UI Navigation from Images
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