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Yaqi Li

5 accepted papers

2025

FASTER: Face Attribute Sliders with Semantic Rewards

ICASSP 2025accepted

Large-scale text-to-image generative models have demonstrated remarkable success in generating diverse and high-quality faces. However, current methods for face editing often unintentionally modify facial features that are intended to be preserved. Multi-step denoising methods necessitate storing mu…

Cited by 0SourceScholar
2025

SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis

NAACL 2025findings

Recent breakthroughs in Large Language Models (LLMs) have revolutionized scientific literature analysis. However, existing benchmarks fail to adequately evaluate the proficiency of LLMs in this domain, particularly in scenarios requiring higher-level abilities beyond mere memorization and the handli…

2024

Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains

ICML 2024poster

In recent years, there has been a surge in the development of 3D structure-based pre-trained protein models, representing a significant advancement over pre-trained protein language models in various downstream tasks. However, most existing structure-based pre-trained models primarily focus on the r…

Cited by 6SourcePDFScholar
2023

Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition

NeurIPS 2023poster

Facial expression data is characterized by a significant imbalance, with most collected data showing happy or neutral expressions and fewer instances of fear or disgust. This imbalance poses challenges to facial expression recognition (FER) models, hindering their ability to fully understand various…

Cited by 24SourcePDFScholar
2023

Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks

ICCV 2023poster

We present a comprehensive study on a new task named image color aesthetics assessment (ICAA), which aims to assess color aesthetics based on human perception. ICAA is important for various applications such as imaging measurement and image analysis. However, due to the highly diverse aesthetic pref…

Cited by 22PDFcodeScholar