Junlei Zhou

12 papers A* 3Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models.
AAAI
Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025 A* conf
Mitigating Stereotypes in Text-to-Image Generation: A Novel Perspective of Selective Neural Suppression.
ACM Multimedia
Junlei Zhou, Jiashi Gao, Xinwei Guo, Haiyan Wu, Quanying Liu, Xiangyu Zhao, Hongxin Wei, Xin Yao, Xuetao Wei
2025 — conf
Scdiffae: a Diffusion Autoencoder Framework for Clustering Scrna-Seq Data.
BIBM
Yang Li, Junlei Zhou, Zhenhua Yu
2025 — conf
Scotd: Single-Cell Cross-Modality Translation for Unpaired Data Through Optimal Transport-Conditioned Diffusion.
BIBM
Junlei Zhou, Yang Li, Zhenhua Yu
2025 — conf
The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing.
ACL (Findings)
Xinwei Guo, Jiashi Gao, Junlei Zhou, Jiaxin Zhang, Guanhua Chen, Xiangyu Zhao, Quanying Liu, Haiyan Wu, Xin Yao, Xuetao Wei
2025 J jnl
scCMP: A Deep Learning Method for Identifying Clonal Mutational Profiles From Single-Cell Genomic Data.
IEEE Trans. Comput. Biol. Bioinform.
Junlei Zhou, Ruixiang Li, Fangyuan Shi, Xianhao Huo, Fang Du, Zhenhua Yu
2025 J jnl
scDCT: a conditional diffusion-based deep learning model for high-fidelity single-cell cross-modality translation.
Briefings Bioinform.
Junlei Zhou, Jialiang Xue, Yang Li, Furui Liu, Fang Du, Zhenhua Yu
2025 — conf
scDDT: A Feature-Decoupling Conditional Diffusion Framework for Single-Cell Cross-Modality Translation.
BIBM
Jialiang Xue, Junlei Zhou, Yang Li, Zhenhua Yu
2025 J jnl
scSTD: A Swin Transformer-Based Diffusion Model for Recovering scRNA-Seq Data.
IEEE J. Biomed. Health Informatics
Yang Li, Furui Liu, Junlei Zhou, Fangyuan Shi, Zhenhua Yu
2024 A* conf
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation.
NeurIPS
Junlei Zhou, Jiashi Gao, Xiangyu Zhao, Xin Yao, Xuetao Wei
2023 J jnl
CopyScope: Model-level Copyright Infringement Quantification in the Diffusion Workflow.
CoRR
Junlei Zhou, Jiashi Gao, Ziwei Wang, Xuetao Wei
2022 — conf
Deep Learning Based Multi-Target Multi-Camera Tracking System.
ICCAI
Chenwei Dong, Junlei Zhou, Weipeng Wen, Si Chen