A Survey on Intelligent Network Operations and Performance Optimization Based on Large Language Models

S Long, J Tan, B Mao, F Tang, Y Li… - … Surveys & Tutorials, 2025 - ieeexplore.ieee.org
As Large Language Models (LLMs) have achieved significant success in handling multi-
modal tasks such as text, images, videos, and sounds, particularly showcasing emergent …

OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation

H Li, M Xu, Y Zhan, S Mu, J Li, K Cheng, Y Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in visual generation technologies have markedly increased the scale
and availability of video datasets, which are crucial for training effective video generation …

VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding

H Chen, X Wang, H Chen, Z Zhang, W Feng… - arxiv preprint arxiv …, 2024 - arxiv.org
Existing Video Corpus Moment Retrieval (VCMR) is limited to coarse-grained
understanding, which hinders precise video moment localization when given fine-grained …

SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector

K Lee, H Kim, JJ Whang - arxiv preprint arxiv:2501.08814, 2025 - arxiv.org
The rapid adoption of generative AI in the public sector, encompassing diverse applications
ranging from automated public assistance to welfare services and immigration processes …

[PDF][PDF] Identity-Text Video Corpus Grounding

B Huang, X Wang, H Chen, H Chen, Y Wu, W Zhu - 2025 - mn.cs.tsinghua.edu.cn
Video corpus grounding (VCG), which aims to retrieve relevant video moments from a video
corpus, has attracted significant attention in the multimedia research community. However …

Research and Application of Transformation-based Generative AI Technology

Y Yuan - Applied and Computational Engineering, 2024 - ewadirect.com
In recent times, generative AI has cropped up with many potential areas where its
implementation can promise great efficiency. Above all, there is the Transformer model for …