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Browse AI research papers and methods. Search paper profiles, read recorded summaries and follow source links for the full research.

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  1. Quantum Federated Learning Based on Bures--Uhlmann Geometry for Heterogeneous Noisy Clients taaft Quantum federated learning enables collaborative model training across quantum devices without shar… 2026-08-28 published
  2. Quantum MeanFlow: single-shot generative sampling on NISQ hardware taaft Quantum generative models offer a promising framework for exploring whether quantum computation can… 2026-09-02 published
  3. Quantum Neural Physics: Solving Partial Differential Equations on Quantum Simulators using Quantum Convolutional Neural Networks taaft Neural Physics recasts local discretisations of partial differential equations (PDEs) as fixed conv… 2026-03-25 published
  4. Quantum Random Forest for the Regression Problem taaft The Random Forest model is one of the popular models of Machine learning. We present a quantum algo… 2026-03-24 published
  5. Quantum SEDONet: Spectrally-Embedded Quantum Deep Operator Networks for Partial Differential Equations taaft Quantum DeepONet accelerates neural-operator inference by evaluating an orthogonally parameterized… 2026-08-27 published
  6. Quantum Sparse Autoencoders for Q-Matrix Estimation in Cognitive Diagnosis taaft Q-matrices play a central role in cognitive diagnosis within educational data mining (EDM), specify… 2026-09-01 published
  7. Quantum-Inspired Modeling of Driving Behavior taaft Driver behavior is heterogeneous, context-dependent, and changes over time, and these properties sh… 2026-08-26 published
  8. Quantum-inspired tensor networks in machine learning models taaft Tensor networks were developed in the context of many-body physics as compressed representations of… 2026-04-15 published
  9. QuantumBoostNet: A Hybrid Classical-Quantum Architecture for Enhanced Accuracy in Cardiac Ultrasound View Identification taaft Accurate identification of the correct view or angle in cardiac ultrasound (echocardiogram) is crit… 2026-08-27 published
  10. Query Expansion Is More Than Generation: Improving Dense Retrieval through Better Integration taaft Large language models (LLMs) can generate query expansions without task-specific training, yet the… 2026-08-26 published
  11. Query Rewriting for Complex Object Segmentation in 4D Gaussian Representations taaft Recent 4D Gaussian representation frameworks have demonstrated strong performance in language-guide… 2026-09-02 published
  12. Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation taaft GNN-based Knowledge Graph Question Answering (KGQA) pipelines process queries through four discrete… 2026-08-26 published
  13. QuerySplat: Decoupling Geometry and Appearance Representations in 3DGS Prediction taaft While feed-forward 3D Gaussian Splatting (3DGS) enables efficient 3D reconstruction, achieving high… 2026-08-02 published
  14. QuitoBench: A High-Quality Open Time Series Forecasting Benchmark taaft Time series forecasting is critical across finance, healthcare, and cloud computing, yet progress i… 2026-03-27 published
  15. QUORUM: QUality-Optimized Routing Using Multiple annotators taaft Data annotation remains a central bottleneck in natural language processing, requiring human effort… 2026-08-28 published
  16. Quotient Geometry, Effective Curvature, and Implicit Bias in Simple Shallow Neural Networks taaft Overparameterized shallow neural networks admit substantial parameter redundancy: distinct paramete… 2026-03-23 published
  17. QuRating: Selecting High-Quality Data for Training Language Models taaft Selecting high-quality pre-training data is important for creating capable language models, but exi… 2024-02-15 published
  18. QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents taaft LLM agents increasingly act over long horizons, where a single trajectory can contain hundreds or t… 2026-06-30 published
  19. Qwen Technical Report Alibaba Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling nat… 2023-09-28 published
  20. Qwen-3D: A Generalist 3D Vision-Language Model for Spatial Understanding taaft Large Multimodal Models (LMMs) have achieved remarkable success on images and short videos, yet sca… 2026-08-04 published
  21. Qwen-AgentWorld: Language World Models for General Agents taaft A world model predicts environment dynamics based on current observations and actions, serving as a… 2026-06-23 published
  22. Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving taaft We present Qwen-Drive-1.0, an initial step towards a vision-language foundation model for autonomou… 2026-08-31 published
  23. Qwen-Image-2.0 Technical Report taaft We present Qwen-Image-2.0, an omni-capable image generation foundation model that unifies high-fide… 2026-05-11 published
  24. Qwen-Image-2.0-RL Technical Report taaft We present Qwen-Image-2.0-RL, a post-training pipeline that applies reinforcement learning from hum… 2026-06-25 published
  25. Qwen-Image-VAE-2.0 Technical Report taaft We present Qwen-Image-VAE-2.0, a suite of high-compression Variational Autoencoders (VAEs) that ach… 2026-05-13 published
  26. Qwen-Music Technical Report taaft We introduce Qwen-Music, a music generation model that produces high-fidelity songs with complete v… 2026-07-13 published
  27. Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation Models taaft Foundation models in language and multimodality achieve strong generalization by aligning heterogen… 2026-06-16 published
  28. Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System taaft Agentic navigation systems require a base navigation model whose observation strategy can be extern… 2026-06-16 published
  29. Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation taaft We introduce Qwen-RobotWorld, a language-conditioned video world model for embodied intelligence. W… 2026-06-15 published
  30. Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents taaft GUI agents have the potential to become a general purpose executor over existing digital devices. T… 2026-07-30 published
  31. Qwen-Video-Edit: Instruction-Based Video Editing by Repurposing an Image Editing Model taaft Instruction-based video editing is commonly built on video-pretrained generative backbones: a video… 2026-08-14 published
  32. Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond Alibaba In this work, we introduce the Qwen-VL series, a set of large-scale vision-language models (LVLMs)… 2023-08-24 published
  33. Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments taaft Embodied intelligence is often studied through specialized models for individual tasks such as mani… 2026-05-28 published
  34. Qwen3.5-Omni Technical Report taaft In this work, we present Qwen3.5-Omni, the latest advancement in the Qwen-Omni model family. Repres… 2026-04-17 published
  35. R2M-Bench: Evaluating Revisit Memory via Relative Consistency in Interactive Video World Models taaft High similarity between first-visit and return frames does not necessarily show that a video world… 2026-08-27 published
  36. R4DSG: Relative 4D Scene Graph Memory for Object-Centric Question Answering in Long Egocentric Video taaft Long-horizon egocentric video is a rich substrate for wearable AI assistants, but object-centric qu… 2026-08-11 published