Lu Xudong

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upvoted a paper 3 months ago

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

Paper • 2510.25602 • Published Oct 29, 2025 • 78

upvoted 2 papers 4 months ago

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Paper • 2510.11696 • Published Oct 13, 2025 • 181

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

Paper • 2510.08540 • Published Oct 9, 2025 • 109

upvoted a paper 9 months ago

Scaling Law for Quantization-Aware Training

Paper • 2505.14302 • Published May 20, 2025 • 76

upvoted a paper 11 months ago

GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

upvoted 4 papers about 1 year ago

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 440

Qwen2.5-1M Technical Report

Paper • 2501.15383 • Published Jan 26, 2025 • 72

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published Jan 31, 2025 • 39

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices

Paper • 2411.10640 • Published Nov 16, 2024 • 46

upvoted 8 papers over 1 year ago

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree

Paper • 2410.16268 • Published Oct 21, 2024 • 69

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation

Paper • 2410.13861 • Published Oct 17, 2024 • 56

MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code

Paper • 2410.08196 • Published Oct 10, 2024 • 48

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 32

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10, 2024 • 72

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Paper • 2407.07895 • Published Jul 10, 2024 • 42

Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning

Paper • 2407.00782 • Published Jun 30, 2024 • 24

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Paper • 2406.06282 • Published Jun 10, 2024 • 39

upvoted a paper almost 2 years ago

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 259

upvoted an article almost 2 years ago

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Article

Welcome Llama 3 - Meta's new open LLM

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Apr 18, 2024

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296

upvoted a paper almost 2 years ago

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Paper • 2402.14800 • Published Feb 22, 2024 • 3