- 2024
- Chengyu Wang
, Limin Yu
, Jionglong Su
, Juming Shen
, Valerio Selis
, Chunxiao Yang, Fei Ma
:
Fully Automatic Karyotyping via Deep Convolutional Neural Networks. IEEE Access 12: 46081-46092 (2024) - Shudong Wang, Yu Zhang, Yuanyuan Zhang, Yulin Zhang
, Shanchen Pang, Jionglong Su, Yingye Liu:
Graph attention autoencoder model with dual decoder for clustering single-cell RNA sequencing data. Appl. Intell. 54(6): 5136-5146 (2024) - Qiuzhen Wan
, Jiong Liu, Peng Qin, Kunliang Sun, Qinghui Hong:
The design of self-healing memristive network circuit based on VTA DA neurons and its application. Neurocomputing 575: 127283 (2024) - Shu Li, Jiong Yu, Yi Lu, Guangqi Yang, Xusheng Du, Su Liu:
Self-supervised enhanced denoising diffusion for anomaly detection. Inf. Sci. 669: 120612 (2024) - Chia-Hung Wang, Qing Ye, Jiongbiao Cai, Yifan Suo, Shengming Lin, Jinchen Yuan, Xiaojing Wu:
A novel data-driven integrated detection method for network intrusion classification based on multi-feature imbalanced data. J. Intell. Fuzzy Syst. 46(3): 5893-5910 (2024) - Haoyan Gong, Jionglong Su, Kah Phooi Seng, Anh Nguyen, Ao Liu, Hongbin Liu
:
Film-GAN: towards realistic analog film photo generation. Neural Comput. Appl. 36(8): 4281-4291 (2024) - Qiuzhen Wan
, Jiong Liu, Tieqiao Liu, Kunliang Sun, Peng Qin:
Memristor-based circuit design of episodic memory neural network and its application in hurricane category prediction. Neural Networks 174: 106268 (2024) - Yinan Wang
, Wenbo Sun
, Jionghua Jin
, Zhenyu James Kong, Xiaowei Yue
:
WOOD: Wasserstein-Based Out-of-Distribution Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 944-956 (2024) - Jingrui Sun
, Jiongmin Yong:
Turnpike Properties for Mean-Field Linear-Quadratic Optimal Control Problems. SIAM J. Control. Optim. 62(1): 752-775 (2024) - Su Liu
, Yushuai Li, Peiyuan Guan
, Tianyi Li
, Jiong Yu, Amir Taherkordi
, Christian S. Jensen
:
FedAGL: A Communication-Efficient Federated Vehicular Network. IEEE Trans. Intell. Veh. 9(2): 3704-3720 (2024) - Ting Su
, Jiongtao Zhu
, Xin Zhang, Yuhang Tan, Han Cui, Dong Zeng
, Jinchuan Guo, Hairong Zheng
, Jianhua Ma
, Dong Liang
, Yongshuai Ge
:
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector. IEEE Trans. Medical Imaging 43(2): 734-744 (2024) - Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell
, David Berard, Evgeni Burovski
, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala:
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation. ASPLOS (2) 2024: 929-947 - Zhilu Zhang, Procheta Sen, Zimu Wang, Ruoyu Sun, Zhengyong Jiang, Jionglong Su:
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model. EACL (1) 2024: 246-257 - Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou:
Distortion-Disentangled Contrastive Learning. WACV 2024: 75-85 - Charles Dickens
, Edward W. Huang
, Aishwarya Reganti
, Jiong Zhu
, Karthik Subbian
, Danai Koutra
:
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training. WWW (Companion Volume) 2024: 1502-1510 - Ruoyu Sun, Angelos Stefanidis, Zhengyong Jiang, Jionglong Su:
Combining Transformer based Deep Reinforcement Learning with Black-Litterman Model for Portfolio Optimization. CoRR abs/2402.16609 (2024) - Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S. Kevin Zhou:
ProMISe: Promptable Medical Image Segmentation using SAM. CoRR abs/2403.04164 (2024) - Jiachen Sun, Changsheng Wang, Jiongxiao Wang, Yiwei Zhang, Chaowei Xiao:
Safeguarding Vision-Language Models Against Patched Visual Prompt Injectors. CoRR abs/2405.10529 (2024) - 2023
- Huafeng Hu
, Ruijie Ye, Jeyan Thiyagalingam
, Frans Coenen
, Jionglong Su
:
Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis. Appl. Intell. 53(17): 20311-20326 (2023) - Zitao Song, Yining Wang, Pin Qian, Sifan Song, Frans Coenen
, Zhengyong Jiang, Jionglong Su
:
From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization. Appl. Intell. 53(12): 15188-15203 (2023) - Jingrui Sun, Jiongmin Yong:
Stochastic linear-quadratic optimal control problems - Recent developments. Annu. Rev. Control. 56: 100899 (2023) - Chengyu Wang
, Limin Yu, Jionglong Su
, Trevor Mahy, Valerio Selis
, Chunxiao Yang, Fei Ma
:
Down Syndrome detection with Swin Transformer architecture. Biomed. Signal Process. Control. 86(Part B): 105199 (2023) - Shudong Wang, Yu Zhang
, Yulin Zhang, Wenhao Wu, Lan Ye, YunYin Li, Jionglong Su, Shanchen Pang:
scASGC: An adaptive simplified graph convolution model for clustering single-cell RNA-seq data. Comput. Biol. Medicine 163: 107152 (2023) - Su Liu
, Peiyuan Guan
, Jiong Yu
, Amir Taherkordi:
FedSSC: Joint client selection and resource management for communication-efficient federated vehicular networks. Comput. Networks 237: 110100 (2023) - Bowen Song
, Daiyun Huang
, Yuxin Zhang
, Zhen Wei
, Jionglong Su
, João Pedro de Magalhães
, Daniel J. Rigden
, Jia Meng
, Kunqi Chen
:
m6A-TSHub: Unveiling the Context-specific m6A Methylation and m6A-affecting Mutations in 23 Human Tissues. Genom. Proteom. Bioinform. 21(4): 678-694 (2023) - Chia-Hung Wang
, Jiongbiao Cai
, Qing Ye, Yifan Suo, Shengming Lin, Jinchen Yuan:
A two-stage convolution network algorithm for predicting traffic speed based on multi-feature attention mechanisms. J. Intell. Fuzzy Syst. 45(3): 5181-5196 (2023) - Hualin Wang, Yuhong Zhou, Jiong Zhang, Jianqin Lei, Dongke Sun, Feng Xu, Xiayu Xu:
Erratum to ' Anomaly Segmentation in Retinal Images with Possion-Blending Data Augmentation' [Medical Image Analysis 81 (2022) 102534]. Medical Image Anal. 83: 102671 (2023) - Yifan Zhang, Yue Wang, Zhaoqing Li, Zejun Wang
, Juange Cheng, Xiaoyan Bai, Yi-Cheng Hsu, Yi Sun, Shiping Li, Jiong Shi, Binbin Sui
, Ruiliang Bai
:
Vascular-water-exchange MRI (VEXI) enables the detection of subtle AXR alterations in Alzheimer's disease without MRI contrast agent, which may relate to BBB integrity. NeuroImage 270: 119951 (2023) - Zihang Su, Jiong Yu, Haotian Tan, Xueqiang Wan, Kaiyang Qi:
MSA-YOLO: A Remote Sensing Object Detection Model Based on Multi-Scale Strip Attention. Sensors 23(15): 6811 (2023) - Congfang Huang
, Jaesung Lee
, Yang Zhang
, Shiyu Zhou
, Jiong Tang
:
Mixed-Input Bayesian Optimization Method for Structural Damage Diagnosis. IEEE Trans. Reliab. 72(2): 678-691 (2023)