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3D Spatial Learning for Adsorption Energy Prediction in Multi-Temporal Solution Systems: The MTSS Data Set and a GCN-Based Network 期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2025, 页码: 13
作者:  Li, Lanqi;  Luo, Rui;  Chen, Xiaolu;  Wei, Huapeng;  Zhang, Wenming;  Lu, Qiang;  Dong, Weiming;  Lu, Jianmei;  Zhang, Bing;  Tang, Fan
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 9, 页码: 3490-3503
作者:  Xue, Runzhen;  Yan, Mingyu;  Han, Dengke;  Xiao, Ziheng;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Semantics  Layout  Graph neural networks  Optimization  Vectors  Graphics processing units  Feature extraction  Design automation  Training  Hardware acceleration  Graph neural network (GNN)  hardware accelerator  heterogeneous graph neural network (HGNN)  semantic graph  
Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Modality-Consistent Prompt Tuning With Optimal Transport 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 3, 页码: 2499-2512
作者:  Ren, Hairui;  Tang, Fan;  Zheng, Huangjie;  Zhao, He;  Guo, Dandan;  Chang, Yi
收藏  |  浏览/下载：13/0  |  提交时间：2025/06/25
Prompt tuning  modality-consistent  optimal transport  distribution matching  Prompt tuning  modality-consistent  optimal transport  distribution matching  
OpenClinicalAI: An open and dynamic model for Alzheimer's Disease diagnosis 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 261, 页码: 17
作者:  Huang, Yunyou;  Liang, Xiaoshuang;  Xie, Jiyue;  Lu, Xiangjiang;  Miao, Xiuxia;  Liu, Wenjing;  Zhang, Fan;  Kang, Guoxin;  Ma, Li;  Tang, Suqin;  Zhan, Jianfeng
收藏  |  浏览/下载：71/0  |  提交时间：2024/12/06
Real-world clinical setting  Alzheimer's disease  Diagnose  AI  Deep learning  
Identity-Preserving Face Swapping via Dual Surrogate Generative Models 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 5, 页码: 19
作者:  Huang, Ziyao;  Tang, Fan;  Zhang, Yong;  Cao, Juan;  Li, Chengyu;  Tang, Sheng;  Li, Jintao;  Lee, Tong-yee
收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06
Face swapping  image editing  digital face synthesis  
Row-Column Separated Attention Based Low-Light Image/Video Enhancement 期刊论文
COMPUTER GRAPHICS FORUM, 2024, 页码: 15
作者:  Dong, Chengqi;  Cao, Zhiyuan;  Qi, Tuoshi;  Wu, Kexin;  Gao, Yixing;  Tang, Fan
收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06
Low-light image/video enhancement  Row-column separated attention  Temporal consistency  
Skyway: Accelerate Graph Applications with a Dual-Path Architecture and Fine-Grained Data Management 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 4, 页码: 871-894
作者:  Zou, Mo;  Zhang, Ming-Zhe;  Wang, Ru-Jia;  Sun, Xian-He;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Tang, Zhi-Min
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
graph application  computer architecture  memory hierarchy  
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：52/0  |  提交时间：2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Huang, Nisha;  Zhang, Yuxin;  Tang, Fan;  Ma, Chongyang;  Huang, Haibin;  Dong, Weiming;  Xu, Changsheng
收藏  |  浏览/下载：49/0  |  提交时间：2024/05/20
Arbitrary image stylization  diffusion  textual guidance  neural network applications