程艳｜江西师范大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

基于文本层次化信息增强的多模态情感分析

程艳，房成兴，文煜

《计算机工程与应用》

2026

Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE

Holger Roth, Sarthak Tickoo, Mayank Kumar, Isaac Yang, An Liu, Amit K. Varshney, Sayani Kundu, Iustina Vintila, Peter Madsgaard, Juraj Milcak, Chester Chen, Yan Cheng, Andrew Feng, Jeff Savio, Vikram Singh, Craig Stancill, G. Wan, E. Powell, Anwar Ul Haq, Sudhir Upadhyay, Jisoo Lee

arXiv.org

DOI

2026

Personality-aware emotion recognition in conversation with large language models

Yan Cheng, Huiling Chen, Xuanfeng Guo, Bo Ding, Zhipeng Pei

Pattern Recognition

DOI

2025

基于多层的模态渐进交互融合的图文情感分析

程艳，房成兴，姚宇肖，詹勇鑫，俞恭成，陈彦滢

《中文信息学报》

2025

基于二元模态表示学习与融合网络的多模态情感分析

程艳，詹勇鑫，项国雄，喻晓琛，马明宇

《中文信息学报》

2025

基于空间权重和层间相关性的可解释浅层类激活映射算法研究

程艳，何慧娟，陈彦滢，姚楠楠，林国波

《计算机科学》

2025

双金字塔式编码的人像语义感知自动抠图网络

程艳，严志航

《计算机系统应用》

2025

Secure Federated XGBoost with CUDA-Accelerated Homomorphic Encryption via NVIDIA FLARE

Zi-Yue Xu, Yuan-Ting Hsieh, Zhihong Zhang, Holger R. Roth, Chester Chen, Yan Cheng, Andrew Feng

Conference on Algebraic Informatics

DOI

2025

Overview of real-world applications of federated learning with NVIDIA FLARE.

Holger R. Roth, Zi-Yue Xu, Chester Chen, Da-Guang Xu, Prerna Dogra, Mona G. Flores, Yan Cheng, Andrew Feng

Journal of Biopharmaceutical Statistics

DOI

2025

Optimizing Federated Learning in the Era of LLMs: Message Quantization and Streaming

Zi-Yue Xu, Zhihong Zhang, Holger R. Roth, Chester Chen, Yan Cheng, Andrew Feng

2025 3rd International Conference on Foundation and Large Language Models (FLLM)

DOI

2025

A Relation-Based Surrogate-Assisted Distributed Multi-Objective Evolutionary Algorithm

Yan Cheng, Xuanfeng Guo, Jiaqi Wang, Huiling Chen, Bo Ding, Zhipeng Pei

International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)

DOI

2024

基于速度与准确率权衡的深度认知诊断模型

程艳，周子为，马明宇，林庆龙，詹勇鑫，万凌峰

《计算机科学》

2024

基于双记忆交互网络的领域自适应方面词提取方法

程艳，胡建生，赵松华，罗品，邹海锋，富雁，刘春雷

《中文信息学报》

2024

融合Transformer和交互注意力网络的方面级情感分类模型

程艳，胡建生，赵松华，罗品，邹海锋，詹勇鑫，富雁，刘春雷

《智能系统学报》

2024

C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System

Parker Addison, Minh Nguyen, Tomislav Medan, Jinali Shah, Mohammad T. Manzari, Brendan McElrone, Laksh Lalwani, Aboli More, Smita Sharma, Holger R. Roth, Isaac Yang, Chester Chen, Da-Guang Xu, Yan Cheng, Andrew Feng, Zi-Yue Xu

arXiv.org

DOI

2024

Supercharging Federated Learning with Flower and NVIDIA FLARE

Holger R. Roth, Daniel J. Beutel, Yan Cheng, Javier Marqués, Heng Pan, Chester Chen, Zhihong Zhang, Yuhong Wen, Sean Yang, Isaac Yang, Yuan-Ting Hsieh, Zi-Yue Xu, Daguang Xu, N. Lane, Andrew Feng

arXiv.org

DOI

2024

Empowering Federated Learning for Massive Models with NVIDIA FLARE

Holger R. Roth, Zi-Yue Xu, Yuan-Ting Hsieh, Adithya Renduchintala, Isaac Yang, Zhihong Zhang, Yuhong Wen, Sean Yang, K. Lu, Kristopher Kersten, C. Ricketts, Daguang Xu, Chester Chen, Yan Cheng, Andrew Feng

arXiv.org

DOI

2022

结合自注意力特征过滤分类器和双分支GAN的面部表情识别

程艳，蔡壮，吴刚，罗品，邹海锋

《模式识别与人工智能》

2022

NVIDIA FLARE: Federated Learning from Simulation to Real-World

Holger R. Roth, Yan Cheng, Yuhong Wen, Isaac Yang, Ziyue Xu, Yuan-Ting Hsieh, Kristopher Kersten, A. Harouni, Can Zhao, Kevin Lu, Zhihong Zhang, Wenqi Li, Andriy Myronenko, Dong Yang, Sean Bin Yang, Nicola Rieke, Abood Quraini, Chester Chen, Daguang Xu, Nic Ma, Prerna Dogra, Mona G. Flores, Andrew Feng

IEEE Data Engineering Bulletin

DOI

2021

融合卷积神经网络与双向GRU的文本情感分析胶囊模型

程艳，孙欢，陈豪迈，李猛，蔡盈盈，蔡壮

《中文信息学报》

2020

基于注意力机制的多通道CNN和BiGRU的文本情感倾向性分析

程艳，尧磊波，张光河，唐天伟，项国雄，陈豪迈，冯悦，蔡壮

《计算机研究与发展》

2020

融合CNN和EWC算法的不平衡文本情绪分类方法

程艳，朱海，项国雄，唐天伟，钟林辉，王国玮

《中文信息学报》

2020

Federated Learning for Breast Density Classification: A Real-World Implementation

Holger R. Roth, Ken Chang, Praveer Singh, N. Neumark, Wenqi Li, Vikash Gupta, Sharut Gupta, Liangqiong Qu, Alvin Ihsani, B. Bizzo, Yuhong Wen, V. Buch, Meesam Shah, F. Kitamura, Matheus Mendonça, Vitor Lavor, A. Harouni, Colin B. Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, S. Erdal, Richard D. White, Behrooz Hashemian, Thomas J. Schultz, Miao Zhang, Adam McCarthy, Min-Chua Yun, Elshaimaa Sharaf, K. Hoebel, J. Patel, Bryan Chen, Sean Ko, E. Leibovitz, E. Pisano, L. Coombs, Daguang Xu, K. Dreyer, Ittai Dayan, R. Naidu, Mona G. Flores, Daniel L. Rubin, Jayashree Kalpathy-Cramer

DART/DCL@MICCAI

DOI

2020

Federated Deep Learning Among Multiple Institutions for Automated Classification of Breast Density

Ken Chang, Praveer Singh, Wenqi Li, Holger R. Roth, Sharut Gupta, Alvin Ihsani, N. Neumark, B. Bizzo, Yuhong Wen, V. Buch, Meesam Shah, F. Kitamura, M. Ribeiro, V. Lavor, A. Harouni, Colin B. Compas, Jesse Tetreault, Prerna Dogra, Yan Cheng, S. Erdal, Vikash Gupta, R. White, Behrooz Hashemian, Thomas J. Schultz, En Zhang, Liangqiong Qu, D. Rubin, Adam McCarthy, Min-Chua Yun, Elshaimaa Sharaf, K. Hoebel, J. Patel, Bryan Chen, E. Leibovitz, E. Pisano, Laura Coombs, Daguang Xu, K. Dreyer, Ittai Dayan, R. Naidu, Mona G. Flores, Jayashree Kalpathy-Cramer

2019

融合卷积神经网络与层次化注意力网络的中文文本情感倾向性分析

程艳，叶子铭，王明文，张强，张光河

《中文信息学报》

2019

Privacy-preserving Federated Brain Tumour Segmentation

Wenqi Li, F. Milletarì, Daguang Xu, Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, S. Ourselin, M. Cardoso, Andrew Feng

MLMI@MICCAI

DOI

2015

教育数据挖掘与教育虚拟社区群集智能化构建方法

程艳

《科学出版社》

2010

基于隶属等级量化的社区学习者能力综合评价

程艳，许维胜，何一文

《计算机科学》

2009

基于本体兴趣特征向量空间模型的社区自组织算法

程艳，许维胜，杨继君，何一文

《系统工程》

2008

面向非常规突发事件的应急资源合作博弈调度

杨继君，吴启迪，程艳，许维胜，韩传峰

《系统工程》

预印本

2026

UPAIR: Diagnosing Reasoning States via Uncertainty-Progress Alignment for Selective Intervention

Cheng Yan, Zhijun Fan, Guangyang Ye, Fan Xu, Xiang Xia, Yawei Wang, Wuyang Zhang

arXiv preprint

2026

Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space

Cheng Yan, Wuyang Zhang, Zhiyuan Ning, Fan Xu, Ziyang Tao, Lu Zhang, Bing Yin, Yanyong Zhang

arXiv preprint

2026

Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents

Yicheng Feng, Yan Zhang, Yan Cheng, Wei Qi

arXiv preprint

2026

Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer

Yuze Li, Dong Gong, Xiao Cao, Junchao Yuan, Dongsheng Li, Lei Zhou, Yun Sing Koh, Cheng Yan, Xinyu Zhang

arXiv preprint

2026

Beyond Global Routing Aggregation: Phase-Aware Expert Merging for MoE Vision-Language Models

Hongyu Zhang, Cheng Yan, Xiang Xia, Wuyang Zhang

arXiv preprint

2026

DAVET: Denoising-Aware Visual Evidence Trajectory Allocation for Diffusion Vision-Language Models

Yongkang Zhou, Xiang Xia, Cheng Yan, Fan Xu, Wuyang Zhang

arXiv preprint

2026

REFLEX: Rethinking MoE Inference as Refinement-Aware Compute Allocation in Diffusion Language Models

Xiang Xia, Cheng Yan, Yiming Zhang, Jiazheng Liu, Hongyu Zhang, Wuyang Zhang

arXiv preprint

2026

Wuying-Browser-Agent: Real-World Centric Fundamental Long-Horizon Browser Agents

AIMAE Team, Tianxiang Chen, Yan Cheng, Zhangye Han, Xiaowei Li, Chang Liu, Cheng Liu, Zhongqiang Ma, Long Peng, Xiaobing Tu, Yinggui Wang, Hongliang Wei, Chen Wu, Daiping Xin, Kunyu Zhou, Pengyang Zhou, Peiyuan Chen, Ziyuan Chen, Yutao Deng, Chunyu Dong, Xiangyu Fu, Yicheng Feng, Ruian He, Haochen Li, Miancan Liu, Zhengqin Liu, Wei Peng, Jinkui Ren, Haoyu Tan, Dong Xiao, Rongkun Xue, Shujian Yang, Xianhang Ye, Ziqi Yuan, Ziyang Yu, Linghan Zhang, Xiantao Zhang, Xuanpu Zhao, Yinan Zhao, Zhenghui Zhao, Bin Zhu, Likai Zou

arXiv preprint

2026

One Readout, Many Repairs: Diffusion-Guided Hierarchical Search for Tool-Agent Repair

Xiang Xia, Cheng Yan, Wuyang Zhang, Fan Xu, Zhijun Fan, Shuyuan Zhang, Yanyong Zhang

arXiv preprint

2026

DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference

Xiang Xia, Wuyang Zhang, Jiazheng Liu, Cheng Yan, Yanyong Zhang

arXiv preprint

2026

GeoQuery: Geometry-Query Diffusion for Sparse-View Reconstruction

Xiao Cao, Yuze Li, Youmin Zhang, Jiayu Song, Cheng Yan, Wen Li, Lixin Duan

arXiv preprint

2026

More Rejective, Not More Discriminative: The Unit of Verification in Pre-Execution LLM Oversight

Yuchen Han, Cheng Yan, Wuyang Zhang

arXiv preprint

2025

Learning Visual Proxy for Compositional Zero-Shot Learning

Shiyu Zhang, Cheng Yan, Yang Liu, Chenchen Jing, Lei Zhou, Wenjun Wang

arXiv preprint

2025

ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object

Zhe Shan, Yang Liu, Lei Zhou, Cheng Yan, Heng Wang, Xia Xie

arXiv preprint

2025

CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee

Chao Yang, Xiannan Huang, Shuhan Qiu, Yan Cheng

arXiv preprint

DOI

2024

DART: Depth-Enhanced Accurate and Real-Time Background Matting

Hanxi Li, Guofeng Li, Bo Li, Lin Wu, Yan Cheng

arXiv preprint

2024

Incorporating Long-term Data in Training Short-term Traffic Prediction Model

Xiannan Huang, Shuhan Qiu, Yan Cheng, Quan Yuan, Chao Yang

arXiv preprint

2023

Edge-Assisted Lightweight Region-of-Interest Extraction and Transmission for Vehicle Perception

Yan Cheng, Peng Yang, Ning Zhang, Jiawei Hou

arXiv preprint

2023

Edge-Assisted On-Device Model Update for Video Analytics in Adverse Environments

Yuxin Kong, Peng Yang, Yan Cheng

arXiv preprint

2020

Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss

Cheng Yan, Guansong Pang, Xiao Bai, Jun Zhou, Lin Gu

arXiv preprint

2020

A New Action Recognition Framework for Video Highlights Summarization in Sporting Events

Cheng Yan, Xin Li, Guoqiang Li

arXiv preprint

2020

Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Guansong Pang, Cheng Yan, Chunhua Shen, Anton van den Hengel, Xiao Bai

arXiv preprint

2019

Unified Multifaceted Feature Learning for Person Re-Identification

Cheng Yan, Guansong Pang, Xiao Bai, Chunhua Shen

arXiv preprint

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