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Publications

2026

Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models
Yao Zhang
, 
Lang Qin
, 
Zhongtian Bao
, 
Hongru Liang
, 
Jun Wang
, 
Zhenglu Yang
, 
Zhe Sun
, 
Andrzej Cichocki
A2VAD: Attribute-augmented prompt learning for weakly supervised video anomaly detection
Yu Zhang
, 
Zhihua Yang
, 
Xing Xu
, 
Dechao Chen
, 
Peiyu Yang
, 
Andrzej Cichocki
, 
Heng Tao Shen
, 
Liang Bao
, 
Zhe Sun
A robust denoising diffusion framework for completing missing regions of multiple biomedical signals
Shurun Wang
, 
Hao Tang
, 
Ryutaro Himeno
, 
Jordi Solé-Casals
, 
Cesar F. Caiafa
, 
Shigeki Aoki
, 
Zhe Sun

2025

So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning
Haoran Li
, 
Zhibo Zhang
, 
Jiarong Kang
, 
Xun Jiang
, 
Xiaoli Gong
, 
Jin Zhang
, 
Zhe Sun
, 
Andrzej Cichocki
Short-time Variational Mode Decomposition
Hao Jia
, 
Pengfei Cao
, 
Tong Liang
, 
Cesar F. Caiafa
, 
Zhe Sun
, 
Yasuhiro Kushihashi
, 
Grau A
, 
Bolea Y
, 
Feng Duan
, 
Jordi Sole-Casals
Short-time variational mode decomposition
Hao Jia
, 
Pengfei Cao
, 
Tong Liang
, 
Cesar F Caiafa
, 
Zhe Sun
, 
Yasuhiro Kushihashi
, 
Antoni Grau
, 
Yolanda Bolea
, 
Feng Duan
, 
Jordi Solé-Casals
Real-Time Anomaly Detection and Completion in Data Streams Based on RRCF and RTHaLRTC Tensor Completion
Tong Liang
, 
Hao Jia
, 
Binghua Li
, 
Ziqing Chang
, 
Chao Li
, 
Jiahe Guo
, 
Kai Zhang
, 
Jordi Solé-Casals
, 
Yasuhiro Kushihashi
, 
Ryutaro Himeno
, 
Others
Predicting nasal diseases based on microbiota relationship network
Yibo Liang
, 
Jie Mao
, 
Tianlei Qiu
, 
Binghua Li
, 
Chenting Zhang
, 
Kai Zhang
, 
Zhe Sun
, 
Guimin Zhang
Parameter-efficient fine-tuning of 3d ddpm for mri image generation using tensor networks
Binghua Li
, 
Ziqing Chang
, 
Tong Liang
, 
Chao Li
, 
Toshihisa Tanaka
, 
Shigeki Aoki
, 
Qibin Zhao
, 
Zhe Sun
HSBNN: A High-Scalable Bayesian Neural Networks Accelerator Based on Field Programmable Gate Arrays (FPGA)
Yinghao Liu
, 
Hao Zhang
, 
Zhe Sun
, 
Feng Duan
, 
Yuan Ma
, 
Wenyi Lu
, 
Cesar F Caiafa
, 
Jordi Solé-Casals