ScreenEnv: Deploy your full stack Desktop Agent
…Once we have a stable version ready to share. However, you can already use the Docker image on Mac with the arm64 architecture. The image supports both amd64 and arm64 (aarch64). Have…
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Paper page - Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction
…During execution, workers coordinate through a shared workspace that makes partial findings visible, allowing them to reduce redundant exploration, reconcile conflicting evidence, and adapt to emerging coverage gaps. Web2BigTable sets a new…
Paper page - Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
…JoyAI-Image couples a spatially enhanced Multimodal Large Language Model (MLLM) with a Multimodal Diffusion Transformer (MMDiT), allowing perception and generation to interact through a shared multimodal interface. Around this architecture, we…
Paper page - Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
…Chien Van Nguyen , , , , Franck Dernoncourt , Abstract Orthrus is a dual-architecture framework that combines autoregressive LLMs with diffusion models to achieve fast parallel token generation while maintaining exact inference fidelity through shared…
Paper page - OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories
…We are excited to open-source the OpenSeeker-v2 model weights and share our simple yet effective findings to make frontier search agent research more accessible to the community. View arXiv page…
Paper page - Linking spatial biology and clinical histology via Haiku
…Add to collection Community Haiku: A tri-modal foundation model trained on 26.7M+ spatial proteomics patches with matched H&E and clinical text, aligned in one shared embedding space. This is…
Paper page - Memory-Bound but Not Bandwidth-Limited: The Physical AI Inference Gap in Batch-1 LLM Decode
…ChunkFlow: Communication-Aware Chunked Prefetching for Layerwise Offloading in Distributed Diffusion Transformer Inference (2026) Predictive Multi-Tier Memory Management for KV Cache in Large-Scale GPU Inference (2026) DualKV: Shared-Prompt Flash…
Paper page - Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Scientific figures are among the most effective means of communicating complex research ideas, yet producing publication-quality illustrations remains one of the most labor…
Paper page - PlatonicNav: Unveiling Semantic Correspondence in Navigation with Platonic Topological Maps
…View arXiv page View PDF Project page GitHub 4 Add to collection Community Open-sourced. Get this paper in your agent: hf papers read 2606.01788 Don't have the latest CLI…
Paper page - Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
…View arXiv page View PDF Add to collection Community This work reveals that group-based methods in RLVR share a common geometric structure: each implicitly defines a target distribution on the response…