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Yuzhe Zhang

6 accepted papers

2025

A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning

ICASSP 2025accepted

Attention is a vital cognitive process in the learning and memory environment, particularly in the context of online learning. Traditional methods for classifying attention states of online learners based on behavioral signals are prone to distortion, leading to increased interest in using electroen…

Cited by 0SourceScholar
2025

C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis

ICCV 2025poster

Graph-based Multiple Instance Learning (MIL) is widely used in survival analysis with Hematoxylin and Eosin (H&E)-stained whole slide images (WSIs) due to its ability to capture topological information. However, variations in staining and scanning can introduce semantic bias, while topological subgr…

2025

SuperPromptSeg: A Novel Fine-Tuning-Free Segmentation Method Leveraging Superpixel-Based Point Prompts

ICASSP 2025accepted

The efficient segmentation of histopathological tissues plays a crucial role in aiding diagnostics and prognosis. However, the existing segmentation methods not only typically demand extensive human annotation and/or time-consuming model fine-tuning, but also exhibit limited generalization capabilit…

Cited by 0SourceScholar
2024

Diffusion-based Blind Text Image Super-Resolution

CVPR 2024poster

Recovering degraded low-resolution text images is challenging especially for Chinese text images with complex strokes and severe degradation in real-world scenarios. Ensuring both text fidelity and style realness is crucial for high-quality text image super-resolution. Recently diffusion models have…

2023

rPPG-Toolbox: Deep Remote PPG Toolbox

NeurIPS 2023poster

Camera-based physiological measurement is a fast growing field of computer vision. Remote photoplethysmography (rPPG) utilizes imaging devices (e.g., cameras) to measure the peripheral blood volume pulse (BVP) via photoplethysmography, and enables cardiac measurement via webcams and smartphones. How…

2021

Power in Liquid Democracy

AAAI 2021technical

The paper develops a theory of power for delegable proxy voting systems. We define a power index able to measure the influence of both voters and delegators. Using this index, which we characterize axiomatically, we extend an earlier game-theoretic model by incorporating power-seeking behavior by ag…

Cited by 47SourcePDFScholar