Beihang University

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https://ev.buaa.edu.cn/

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AI & ML interests

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Xingyu-Zheng

authored 2 papers about 2 months ago

A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms

Paper • 2409.16694 • Published Sep 25, 2024

An Empirical Study of Qwen3 Quantization

Paper • 2505.02214 • Published May 4 • 24

Rocky5502

authored 3 papers 2 months ago

Advancing Autonomous Vehicle Intelligence: Deep Learning and Multimodal LLM for Traffic Sign Recognition and Robust Lane Detection

Paper • 2503.06313 • Published Mar 8 • 1

CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates

Paper • 2504.10738 • Published Apr 14 • 1

RUL forecasting for wind turbine predictive maintenance based on deep learning

Paper • 2412.17823 • Published Dec 9, 2024 • 1

Rocky5502

authored a paper 3 months ago

FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness

Paper • 2504.07801 • Published Apr 10 • 1

Rocky5502

updated a collection 3 months ago

LLM Papers

2 items • Updated Apr 12

Rocky5502

authored a paper 4 months ago

Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems

Paper • 2401.04057 • Published Jan 8, 2024 • 1

Aaron-LHR

authored 2 papers 9 months ago

Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal

Paper • 2404.17808 • Published Apr 27, 2024

MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts

Paper • 2407.09816 • Published Jul 13, 2024 • 1

Fictionary

authored 2 papers 9 months ago

Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis

Paper • 2307.09323 • Published Jul 18, 2023

TalkingGaussian: Structure-Persistent 3D Talking Head Synthesis via Gaussian Splatting

Paper • 2404.15264 • Published Apr 23, 2024

aries-iai

authored a paper 11 months ago

Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study

Paper • 2406.07057 • Published Jun 11, 2024 • 17

moongoat

updated a Space 12 months ago

README

Xingyu-Zheng

authored 3 papers about 1 year ago

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention

Paper • 2402.05445 • Published Feb 8, 2024 • 1

BinaryDM: Towards Accurate Binarization of Diffusion Model

Paper • 2404.05662 • Published Apr 8, 2024 • 1

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published Apr 22, 2024 • 46

OnlyAR

authored a paper over 1 year ago

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 107

bczhou

authored a paper over 1 year ago

TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Paper • 2402.14289 • Published Feb 22, 2024 • 21