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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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Use the summary to find relevant work, then read the original paper. Compare the method, evaluation setting, baselines and limitations with your own problem. Check whether code and datasets are available; a reported benchmark result may not transfer to your use case.

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  1. Proximity Features: Privacy-Compliant Cold-Start Personalization at Airbnb taaft Personalization in two-sided marketplaces relies heavily on user-level features, yet for platforms… 2026-07-14 published
  2. PRQ-KMeans: Projection Residual Quantization for Semantic ID Tokenization taaft Semantic identifiers (SIDs) represent entities as hierarchical token sequences for generative retri… 2026-08-25 published
  3. Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression taaft What happens when multiple compression methods are combined-does the order in which they are applie… 2026-03-19 published
  4. PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX taaft We introduce PTXBench, a benchmark for evaluating and adapting large language models (LLMs) to use… 2026-08-18 published
  5. Public-Sharing Labels and Verbatim Field Egress in an MCP-to-A2A Agent Configuration: A Controlled Multi-Model Study taaft Safety properties assessed separately for Model Context Protocol (MCP) tool use and Agent2Agent (A2… 2026-09-01 published
  6. Publicly-Detectable Watermarking for Language Models taaft We present a publicly-detectable watermarking scheme for LMs: the detection algorithm contains no s… 2023-10-27 published
  7. Puffin-World: Scaling a Unified Multimodal Model with Native 3D World States taaft We propose Puffin-World, a unified multimodal architecture that integrates physical understanding,… 2026-09-03 published
  8. Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090 taaft Language model pretraining has become almost synonymous with prohibitive cost, placing it out of re… 2026-08-27 published
  9. Pushing Forward Multi-Secret-Key Homomorphic Encryption for Private Average Aggregation taaft Federated Learning enables multiple clients to train a shared model while keeping their local datas… 2026-09-01 published
  10. PuTR-CouT: Counting-by-Tracking in Camera-Trap Image Sequences taaft Species identification in camera trap images has been widely studied, but key ecological modeling t… 2026-09-04 published
  11. PuzzleKV: Page-Wise Low-Rank Decomposition for KV Cache Compression taaft Long-context inference in large language models (LLMs) is increasingly limited by the memory requir… 2026-08-24 published
  12. PV3D: A 3D Generative Model for Portrait Video Generation taaft Recent advances in generative adversarial networks (GANs) have demonstrated the capabilities of gen… 2022-12-13 published
  13. PyDoseRT Proton: A GPU Pencil-Beam Engine with a Convolutional Residual-Correction Network for Fast Proton Dose Calculation taaft Architecture category. Hybrid method: a physics-based analytical pencil-beam (PB) dose engine follo… 2026-09-01 published
  14. PyTorch: An Imperative Style, High-Performance Deep Learning Library Meta Platforms Deep learning frameworks have often focused on either usability or speed, but not both. PyTorch is… 2019-12-03 published
  15. Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection taaft With the rapid growth of interconnected devices, accurately detecting malicious activities in netwo… 2026-03-23 published
  16. Q-Strata: Hierarchical Bit Allocation for Mixed-Precision Quantization of Mixture-of-Experts LLMs taaft Mixed-precision quantization (MPQ) assigns a different bitwidth to each linear layer of a large lan… 2026-08-31 published
  17. Q-Tacit: Image Quality Assessment via Latent Visual Reasoning taaft Vision-Language Model (VLM)-based image quality assessment (IQA) has been significantly advanced by… 2026-03-23 published
  18. Q&A or Document-Based? The Effects of Interface Type on How Screen Reader Users Access Interconnected Documents taaft Blind and low-vision (BLV) users are increasingly engaging with large language model (LLM) interfac… 2026-08-26 published
  19. QGPINNs: A Physics-Informed Neural Network Framework for Nonlocal Differential Equations on Quantum Graphs taaft We propose QGPINNs, a physics-informed neural network framework developed in PyTorch for the numeri… 2026-08-28 published
  20. Qlippy: A Retrieval-Augmented GenAI Assistant for Reproducible Quantum Workflows and Experiment Tracking taaft Quantum software development is iterative and error-prone. Noisy hardware and repeated re-execution… 2026-09-04 published
  21. QLoRA: Efficient Finetuning of Quantized LLMs Microsoft We present QLoRA, an efficient finetuning approach that reduces memory usage enough to finetune a 6… 2023-05-23 published
  22. QML for Quantum Sensing under Measurement-Induced Information Loss taaft Nitrogen-vacancy (NV) centers in diamond can serve as highly sensitive solid-state quantum sensors… 2026-08-25 published
  23. QMoP: Query Guided Mixture-of-Projector for Efficient Visual Token Compression taaft Multimodal large language models suffer from severe computational and memory bottlenecks, as the nu… 2026-03-22 published
  24. QTEA: Ternary LLMs with Sparse Residual Salient Weight and By-Column Optimization taaft Weight-only post-training quantization (PTQ) can alleviate the computational burden of serving larg… 2026-08-31 published
  25. Quality Over Clicks: Intrinsic Quality-Driven Iterative Reinforcement Learning for Cold-Start E-Commerce Query Suggestion taaft Existing dialogue systems rely on query suggestion to enhance user engagement. Recent approaches ma… 2026-03-24 published
  26. QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation taaft Large Language Models (LLMs) are increasingly used for code generation, yet quantum code generation… 2026-03-25 published
  27. Quanta Perception as Probabilistic Events taaft Autonomous systems rely on extracting information from light, yet remain brittle in extreme environ… 2026-08-27 published
  28. Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models taaft Korean introduces an additional typographical perturbation level not captured by ordinary character… 2026-08-31 published
  29. Quantifying Ranking Uncertainty in LLM Benchmarks taaft Pretrained models are typically ranked on multi-task leaderboards to assess their effectiveness acr… 2026-06-28 published
  30. Quantifying System-Level Harms from AI Adoption in Complex Sociotechnical Systems taaft Artificial Intelligence (AI) is increasingly integrated into complex sociotechnical systems, includ… 2026-08-24 published
  31. Quantifying the Utility of User Simulators for Building Collaborative LLM Assistants taaft User simulators are increasingly leveraged to build interactive AI assistants, yet how to measure t… 2026-05-10 published
  32. Quantitative Analysis of $ω$-Regular Robust MDPs taaft Robust Markov Decision Processes (RMDPs) generalize classical MDPs by allowing uncertainty in trans… 2026-08-26 published
  33. Quantitative Evidence Mining for Plausibility-Aware Biomedical AI taaft Biomedical artificial intelligence is moving from literature retrieval toward evidence synthesis fo… 2026-08-31 published
  34. Quantization Effects on Bangla Language Understanding in Large Language Models: A Systematic Evaluation taaft Post-training quantization lowers the memory footprint of Large Language Models (LLMs) and speeds u… 2026-08-25 published
  35. Quantizing Ideogram 4.0 onto a 3090: an INT8 build that matches FP8 and a 4-bit GGUF that beats NF4 Transformer Lab Develops post-training quantization recipes for Ideogram 4.0 (9.3B-param diffusion transformer) for… Transformer Lab
  36. Quantum Coordination Advantages in AI State-Tracking Tasks: Semantic Compilation and Latent Memory taaft We prove inference-time quantum coordination advantages for specified AI state-tracking tasks. A so… 2026-08-11 published