Liyuan Chen

63 papers A* 2B 4C 1Misc 1Journal 44Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A unified gradient-flow-based GAN framework with diffusion condition guided.
Pattern Recognit.
Chang Wan, Yanwei Fu, Minglu Li, Jungang Lou, Liyuan Chen, Zhonglong Zheng
2026 J jnl
CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News.
CoRR
Liyuan Chen, Shilong Li, Jiangpeng Yan, Shuoling Liu, Qiang Yang, Xiu Li
2026 J jnl
Distributed Stochastic Frank-Wolfe Algorithms With Zeroth and First-Order Variance Reduction for Aggregative Optimization.
IEEE Trans. Autom. Control.
Liyuan Chen, Guanghui Wen, Jinlong Lei, Yiguang Hong
2026 J jnl
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents.
CoRR
Shuoling Liu, Zhiquan Tan, Kun Yi, Hui Wu, Yihan Li, Jiangpeng Yan, Liyuan Chen, Kai Chen, Qiang Yang
2026 J jnl
Principal Component Maximization: A Novel Method for SAR Image Recovery From Raw Data Without System Parameters.
IEEE Trans. Image Process.
Huizhang Yang, Liyuan Chen, Shao-Shan Zuo, Zhong Liu, Jian Yang
2026 J jnl
The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting.
CoRR
Chen-Hui Song, Shuoling Liu, Liyuan Chen
2025 J jnl
A complementary dual model for weakly supervised salient object detection.
Pattern Recognit.
Liyuan Chen, Dawei Zhang, Xiao Wang, Chang-Dong Wang, Shan Jin, Zhonglong Zheng
2025 J jnl
Advancing Financial Engineering with Foundation Models: Progress, Applications, and Challenges.
CoRR
Liyuan Chen, Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Henglin Liu, Chuang Li, Kecheng Jiao, Jixuan Ying, Yang Veronica Liu, Qiang Yang, Xiu Li
2025 J jnl
Consistency-Guided Adaptive Alternating Training for Semi-Supervised Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Liyuan Chen, Wei Liu, Hua Wang, Sang-Woon Jeon, Yunliang Jiang, Zhonglong Zheng
2025 — conf
Federated Financial Reasoning Distillation: Training A Small Financial Expert by Learning From Multiple Teachers.
ICAIF
Shuoling Liu, Jiangpeng Yan, Xiaoyu Wang, Yuhang Jiang, Liyuan Chen, Tao Fan, Kai Chen, Qiang Yang
2025 J jnl
MENTOR: a multi-agent framework for event and narrative trend prediction with optimized reasoning.
Frontiers Inf. Technol. Electron. Eng.
Liyuan Chen, Gaoguo Jia, Dongsheng Gu, Jiangpeng Yan, Yuhang Jiang, Xiu Li, Xiao-Jun Zeng
2025 J jnl
MSFDmap: A novel scheme to map monthly soil freeze depth in the pan-Arctic considering spatiotemporal heterogeneity in heat transfer capability.
Int. J. Appl. Earth Obs. Geoinformation
Liyuan Chen, Wenquan Zhu, Cunde Xiao, Cenliang Zhao, Hongxiang Guo
2025 J jnl
Multi-block relaxed-dual linear inertial ADMM algorithm for nonconvex and nonsmooth problems with nonseparable structures.
Numer. Algorithms
Yazheng Dang, Liyuan Chen, Yan Gao
2025 J jnl
Performance Analysis and Preliminary Verification of Novel Milli-Hertz Band Capacitive Displacement Sensing Circuits for Inertial Reference of Space-Borne GW Detection.
IEEE Trans. Aerosp. Electron. Syst.
Yuerong Zhang, Hong Ma, Hua Zhang, Hong Yang, Jie Zang, Liyuan Chen, Xiongwei Wang, Kun Huang
2025 J jnl
RIS-Aided Trajectory Optimization in Layered Urban Air Mobility.
IEEE Internet Things J.
Kai Xiong, Supeng Leng, Liyuan Chen, Dapei Zhang, Chongwen Huang, Chau Yuen
2025 J jnl
Stacked Intelligent Metasurfaces-Aided eVTOL Delay Sensitive Communications.
CoRR
Liyuan Chen, Kai Xiong, Yujie Qin, Hanqing Yu, Supeng Leng, Chau Yuen
2025 J jnl
TripleNet: Exploiting Complementary Features and Pseudo-Labels for Semi-Supervised Salient Object Detection.
IEEE Trans. Image Process.
Liyuan Chen, Ming-Hsuan Yang, Jian Pu, Zhonglong Zheng
2025 J jnl
Universal Dynamics with Globally Controlled Analog Quantum Simulators.
CoRR
Hong-Ye Hu, Abigail McClain Gomez, Liyuan Chen, Aaron Trowbridge, Andy J. Goldschmidt, Zachary Manchester, Frederic T. Chong, Arthur Jaffe, Susanne F. Yelin
2025 J jnl
When DeepSeek-R1 meets financial applications: benchmarking, opportunities, and limitations.
Frontiers Inf. Technol. Electron. Eng.
Shuoling Liu, Liyuan Chen, Jiangpeng Yan, Yuhang Jiang, Xiaoyu Wang, Xiu Li, Qiang Yang
2024 J jnl
Achieving Linear Convergence in Distributed Aggregative Optimization Over Directed Graphs.
IEEE Trans. Syst. Man Cybern. Syst.
Liyuan Chen, Guanghui Wen, Xiao Fang, Jialing Zhou, Jinde Cao
2024 J jnl
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment.
CoRR
Shuoling Liu, Gaoguo Jia, Yuhang Jiang, Liyuan Chen, Qiang Yang
2024 J jnl
Compressed Gradient Tracking Algorithm for Distributed Aggregative Optimization.
IEEE Trans. Autom. Control.
Liyuan Chen, Guanghui Wen, Hongzhe Liu, Wenwu Yu, Jinde Cao
2024 J jnl
Early Detection of Residual/Recurrent Lung Malignancies on Post-Radiation FDG PET/CT.
Algorithms
Liyuan Chen, Avanka Lowe, Jing Wang
2024 J jnl
Haze-Aware Attention Network for Single-Image Dehazing.
CoRR
Lihan Tong, Yun Liu, Weijia Li, Liyuan Chen, Erkang Chen
2024 J jnl
High-precision estimation of pan-Arctic soil surface temperature from MODIS LST by incorporating multiple environment factors and monthly-based modeling.
Int. J. Appl. Earth Obs. Geoinformation
Hongxiang Guo, Wenquan Zhu, Cunde Xiao, Cenliang Zhao, Liyuan Chen
2024 J jnl
MUPT-Net: Multi-scale U-shape pyramid transformer network for Infrared Small Target Detection.
Displays
Junjie Yin, Jingxia Jiang, Weijia Li, Erkang Chen, Liyuan Chen, Lihan Tong, Bin Huang
2024 — conf
NanoTrack: An Enhanced MOT Method by Recycling Low-score Detections from Light-weight Object Detector.
CVIPPR
Weijia Li, Liyuan Chen, Junzhi Cai, Lihan Tong, Erkang Chen, Bin Huang
2024 — conf
Parallel Cross Strip Attention Network for Single Image Dehazing.
CNIOT
Lihan Tong, Yun Liu, Tian Ye, Weijia Li, Liyuan Chen, Erkang Chen
2024 J jnl
Parallel Cross Strip Attention Network for Single Image Dehazing.
CoRR
Lihan Tong, Yun Liu, Tian Ye, Weijia Li, Liyuan Chen, Erkang Chen
2024 J jnl
RIS-aided Trajectory Optimization in Layered Urban Air Mobility.
CoRR
Kai Xiong, Supeng Leng, Liyuan Chen, Dapei Zhang, Chongwen Huang, Chau Yuen
2024 — conf
The Chain of Narrative Framework: Advancing Controllable Generation of Financial Themes.
ICDM (Workshops)
Shuoling Liu, Gaoguo Jia, Dongsheng Gu, Liyuan Chen, Qiang Yang
2024 — conf
VesselTrack: Multi-object tracking of maritime vessels.
ICBAR
Qingxia Yang, Erkang Chen, Liyuan Chen, Weijia Li
2024 J jnl
Vision Transformer with Key-Select Routing Attention for Single Image Dehazing.
IEICE Trans. Inf. Syst.
Lihan Tong, Weijia Li, Qingxia Yang, Liyuan Chen, Peng Chen
2024 J jnl
Vision Transformer with Key-select Routing Attention for Single Image Dehazing.
CoRR
Lihan Tong, Weijia Li, Qingxia Yang, Liyuan Chen, Peng Chen
2024 J jnl
Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models.
IEEE Trans. Medical Imaging
Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve B. Jiang, Jing Wang, You Zhang
2023 C conf
Distributed Frank-Wolfe Algorithm for Stochastic Aggregative Optimization.
IECON
Liyuan Chen, Guanghui Wen
2023 J jnl
Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models.
CoRR
Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve B. Jiang, Jing Wang, You Zhang
2022 J jnl
Accurate Identification of Pine Wood Nematode Disease with a Deep Convolution Neural Network.
Remote. Sens.
Jixia Huang, Xiao Lu, Liyuan Chen, Hong Sun, Shaohua Wang, Guofei Fang
2022 B conf
Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks.
DSAA
Yuchong Yao, Xiaohui Wang, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee
2022 J jnl
Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks.
CoRR
Yuchong Yao, Xiaohui Wang, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee
2022 J jnl
Cross channel aggregation similarity network for salient object detection.
Int. J. Mach. Learn. Cybern.
Liyuan Chen, Huawen Liu, Jiashuaizi Mo, Dawei Zhang, Jie Yang, Feilong Lin, Zhonglong Zheng, Riheng Jia
2021 J jnl
Event-Based Circular Detection for AUV Docking Based on Spiking Neural Network.
Frontiers Neurorobotics
Feihu Zhang, Yaohui Zhong, Liyuan Chen, Zhiliang Wang
2021 — conf
Microphone Array Speech Separation Algorithm based on DNN.
APSIPA ASC
Chaoyan Wu, Lin Zhou, Xijin Chen, Liyuan Chen
2021 J jnl
Rain to Rain: Learning Real Rain Removal Without Ground Truth.
IEEE Access
Abderraouf Khodja, Zhonglong Zheng, Jiashuaizi Mo, Dawei Zhang, Liyuan Chen
2021 A* conf
ReDoSHunter: A Combined Static and Dynamic Approach for Regular Expression DoS Detection.
USENIX Security Symposium
Yeting Li, Zixuan Chen, Jialun Cao, Zhiwu Xu, Qiancheng Peng, Haiming Chen, Liyuan Chen, Shing-Chi Cheung
2021 B conf
Single Image Super-Resolution Via Global-Context Attention Networks.
ICIP
Pengcheng Bian, Zhonglong Zheng, Dawei Zhang, Liyuan Chen, Minglu Li
2020 J jnl
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification.
Int. J. Comput. Assist. Radiol. Surg.
Ying Ren, Min-Yu Tsai, Liyuan Chen, Jing Wang, Shulong Li, Yufei Liu, Xun Jia, Chenyang Shen
2020 B conf
Learning Fine-Grained Similarity Matching Networks for Visual Tracking.
ICMR
Dawei Zhang, Zhonglong Zheng, Xiaowei He, Liu Su, Liyuan Chen
2020 A* conf
Reinforced Similarity Learning: Siamese Relation Networks for Robust Object Tracking.
ACM Multimedia
Dawei Zhang, Zhonglong Zheng, Minglu Li, Xiaowei He, Tianxiang Wang, Liyuan Chen, Riheng Jia, Feilong Lin
2020 — conf
Theoretical Analysis of Illumination-Light VN-CSK Based Equal-Weight (2, 2) VSS with MPOMS Balancer.
GCCE
Keisuke Manaka, Liyuan Chen, Hiromasa Habuchi, Yusuke Kozawa
2019 — conf
Proposal of Equal-Weight (2, 2) Visual Secret Sharing Scheme on VN-CSK Illumination Light Communication.
APWCS
Keisuke Manaka, Liyuan Chen, Hiromasa Habuchi, Yusuke Kozawa
2019 — conf
Reliable lymph node metastasis prediction in head & neck cancer through automated multi-objective model.
BHI
Zhiguo Zhou, Michael Dohopolski, Liyuan Chen, Xi Chen, Steve B. Jiang, David J. Sher, Jing Wang
2019 Misc conf
Theoretical Analysis of Equal-Weight (2, 2) VSS on VN-CSK Illumination Light Communication.
ITNAC
Keisuke Manaka, Liyuan Chen, Hiromasa Habuchi, Yusuke Kozawa
2019 J jnl
Variational Image Restoration and Segmentation with Rician Noise.
J. Sci. Comput.
Liyuan Chen, Yutian Li, Tieyong Zeng
2018 J jnl
Accurate segmenting of cervical tumors in PET imaging based on similarity between adjacent slices.
Comput. Biol. Medicine
Liyuan Chen, Chenyang Shen, Zhiguo Zhou, Genevieve Maquilan, Kimberly Thomas, Michael R. Folkert, Kevin Albuquerque, Jing Wang
2018 B conf
Automatic PET cervical tumor segmentation by deep learning with prior information.
Image Processing
Liyuan Chen, Chenyang Shen, Shulong Li, Genevieve Maquilan, Kevin Albuquerque, Michael R. Folkert, Jing Wang
2018 J jnl
Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning.
IEEE Trans. Medical Imaging
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
2018 J jnl
Predicting Lung Nodule Malignancies by Combining Deep Convolutional Neural Network and Handcrafted Features.
CoRR
Shulong Li, Panpan Xu, Bin Li, Liyuan Chen, Zhiguo Zhou, Hongxia Hao, Yingying Duan, Michael Folkert, Jianhua Ma, Steve B. Jiang, Jing Wang
2018 — conf
Predicting Lymph Node Metastasis in Head and Neck Cancer by Combining Many-objective Radiomics and 3-dimensioal Convolutional Neural Network through Evidential Reasoning.
EMBC
Zhiguo Zhou, Liyuan Chen, David J. Sher, Qiongwen Zhang, Jennifer Shah, Nhat-Long Pham, Steve B. Jiang, Jing Wang
2017 J jnl
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning.
CoRR
Chenyang Shen, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia
2016 — conf
Perception auditory factor for speaker recognition in noisy environment.
ICNC-FSKD
Di Wu, Heming Zhao, Zhe Feng, Liyuan Chen, Zhongzhe Xiao, Xiaojun Zhang, Zhi Tao
2015 J jnl
A Convex Variational Model for Restoring Blurred Images with Large Rician Noise.
J. Math. Imaging Vis.
Liyuan Chen, Tieyong Zeng
2012 J jnl
A global-local optimization approach to parameter estimation of RBF-type models.
Inf. Sci.
Min Gan, Hui Peng, Liyuan Chen