14 citations · 27 across the 8 of their papers we have counts for
10 papers
AuthScribe: Supporting Agency and Authorship in LLM-Assisted Reflective Journaling
Lanping Hu, Yinsi Zhou, Zhenchang Xing +2
Large language models are increasingly used in reflective journaling, where articulating an experience is part of interpreting it. This raises questions about how writers retain au…
LEGOUI: Designing with UI-DSL Bricks to Balance Transparency and Controllability
Yinsi Zhou, Mingyue Yuan, Hongyue Xu +8
Generative user interface design tools enable rapid prototyping but often operate as black boxes with limited transparency and controllability. When outputs diverge from the design…
VPD-100K: Towards Generalizable and Fine-grained Visual Privacy Protection
Xiaobin Hu, Enpu Zuo, Lanping Hu +7
Privacy protection has become a critical requirement in the era of ubiquitous visual data sharing, imposing higher demands on efficient and robust privacy detection algorithms. How…
LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements
Jianwei Wang, Mengqi Wang, Yinsi Zhou +5
Health, Safety, and Environment (HSE) compliance assessment demands dynamic real-time decision-making under complicated regulations and complex human-machine-environment interactio…
Image Captioning with Multi-Context Synthetic Data
Feipeng Ma, Yizhou Zhou, Fengyun Rao +2
Image captioning requires numerous annotated image-text pairs, resulting in substantial annotation costs. Recently, large models (e.g. diffusion models and large language models) h…
Device Tuning for Multi-Task Large Model
Penghao Jiang, Xuanchen Hou, Yinsi Zhou
Unsupervised pre-training approaches have achieved great success in many fields such as Computer Vision (CV), Natural Language Processing (NLP) and so on. However, compared to typi…
Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors
Meena Arunachalam, Vrushabh Sanghavi, Yi A Yao +6
End-to-end (E2E) artificial intelligence (AI) pipelines are composed of several stages including data preprocessing, data ingestion, defining and training the model, hyperparameter…
Coupling conditions for linear hyperbolic relaxation systems in two-scales problems
Juntao Huang, Ruo Li, Yizhou Zhou
This work is concerned with coupling conditions for linear hyperbolic relaxation systems with multiple relaxation times. In the region with small relaxation time, an equilibrium sy…
Data-driven discovery of multiscale chemical reactions governed by the law of mass action
Juntao Huang, Yizhou Zhou, Wen-An Yong
In this paper, we propose a data-driven method to discover multiscale chemical reactions governed by the law of mass action. First, we use a single matrix to represent the stoichio…
Learning Thermodynamically Stable and Galilean Invariant Partial Differential Equations for Non-equilibrium Flows
Juntao Huang, Zhiting Ma, Yizhou Zhou +1
In this work, we develop a method for learning interpretable, thermodynamically stable and Galilean invariant partial differential equations (PDEs) based on the Conservation-dissip…