Shengjie Liu

39 papers A* 1B 2Misc 1Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Wideband User Scheduling and Hybrid Precoding With Graph Neural Networks.
IEEE Trans. Wirel. Commun.
Shengjie Liu, Chenyang Yang, Shengqian Han
2025 J jnl
3D LVCN: A Lightweight Volumetric ConvNet.
Concurr. Comput. Pract. Exp.
Xiaoyun Lu, Chunjie Zhou, Shengjie Liu, Jialong Li
2025 J jnl
An improved adaptive decomposition and reconstruction-based signal denoising method for wind turbine drive systems.
Adv. Eng. Informatics
Peng Cui, Liming Wang, Haining Lu, Zihan Ye, Shengjie Liu, Fangyi Li, Jianfeng Li, Yanyan Nie
2025 J jnl
Bridging Tool Dependencies and Domain Knowledge: A Graph-Based Framework for In-Context Planning.
CoRR
Shengjie Liu, Li Dong, Zhenyu Zhang
2025 J jnl
Nonlinear embedding and integration of omics data: a fast and tuning-free approach.
Briefings Bioinform.
Shengjie Liu, Tianwei Yu
2025 J jnl
OrchDAG: Complex Tool Orchestration in Multi-Turn Interactions with Plan DAGs.
CoRR
Yifu Lu, Shengjie Liu, Li Dong
2025 — conf
Resolution Revolution: A Physics-Guided Deep Learning Framework for Spatiotemporal Temperature Reconstruction.
ICCVW
Shengjie Liu, Lu Zhang, Siqin Wang
2025 J jnl
Source-Free Semantic Regularization Learning for Semi-Supervised Domain Adaptation.
IEEE Trans. Multim.
Xinyang Huang, Chuang Zhu, Ruiying Ren, Shengjie Liu, Tie-Jun Huang
2025 J jnl
Source-free Semantic Regularization Learning for Semi-supervised Domain Adaptation.
CoRR
Xinyang Huang, Chuang Zhu, Ruiying Ren, Shengjie Liu, Tiejun Huang
2024 — conf
A Distillation Network using Improved ConvLSTM for Video Anomaly Detection.
CMLDS
Jialong Li, Chunjie Zhou, Shengjie Liu, Xiaoyun Lu
2024 — conf
A Spatio-Temporal Embedding and Attention Mechanism for Traffic Prediction in Large-Scale Road Networks.
ITSC
Yaxin Zhao, Pengcheng Xiang, Xinyu Luan, Shengjie Liu
2024 J jnl
Aberration Modulation Correlation Method for Dim and Small Space Target Detection.
Remote. Sens.
Changchun Jiang, Junwei Li, Shengjie Liu, Hao Xian
2024 J jnl
CROPS: A Deployable Crop Management System Over All Possible State Availabilities.
CoRR
Jing Wu, Zhixin Lai, Shengjie Liu, Suiyao Chen, Ran Tao, Pan Zhao, Chuyuan Tao, Yikun Cheng, Naira Hovakimyan
2024 J jnl
IDPD: improved deformable-DETR for crowd pedestrian detection.
Signal Image Video Process.
Wenjing Han, Ning He, Xin Wang, Fengxi Sun, Shengjie Liu
2024 J jnl
Is Knowledge All Large Language Models Needed for Causal Reasoning?
CoRR
Hengrui Cai, Shengjie Liu, Rui Song
2024 J jnl
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation.
CoRR
Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, Shengjie Liu
2024 B conf
Learning User Scheduling and Hybrid Precoding with Sequential Graph Neural Network.
WCNC
Shengjie Liu, Chenyang Yang
2024 J jnl
Learning robust correlation with foundation model for weakly-supervised few-shot segmentation.
Knowl. Based Syst.
Xinyang Huang, Chuang Zhu, Kebin Liu, Ruiying Ren, Shengjie Liu
2024 J jnl
Multidimensional Graph Neural Networks for Wireless Communications.
IEEE Trans. Wirel. Commun.
Shengjie Liu, Jia Guo, Chenyang Yang
2024 J jnl
Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder.
IEEE Internet Things J.
Yanru Chen, Haoyu He, Shengjie Liu, Yuanyuan Zhang, Yang Li, Bin Xing, Bing Guo, Liangyin Chen
2024 A* conf
SwitchTab: Switched Autoencoders Are Effective Tabular Learners.
AAAI
Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell
2024 J jnl
SwitchTab: Switched Autoencoders Are Effective Tabular Learners.
CoRR
Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell
2024 J jnl
Towards a Robust Retrieval-Based Summarization System.
CoRR
Shengjie Liu, Jing Wu, Jingyuan Bao, Wenyi Wang, Naira Hovakimyan, Christopher G. Healey
2023 — conf
Alzheimer Classification Based on Inception V3 Convolutional Neural Network.
ICCCS
Shengjie Liu, Teoh Teik Toe
2023 J jnl
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review.
CoRR
Chuang Zhu, Shengjie Liu, Feng Xu, Zekuan Yu, Arpit Aggarwal, Germán Corredor, Anant Madabhushi, Qixun Qu, Hongwei Fan, Fangda Li, Yueheng Li, Xianchao Guan, Yongbing Zhang, Vivek Kumar Singh, Farhan Akram, Md. Mostafa Kamal Sarker, Zhongyue Shi, Mulan Jin
2023 J jnl
Deep Learning With Convolutional Neural Networks for Motor Brain-Computer Interfaces Based on Stereo-Electroencephalography (SEEG).
IEEE J. Biomed. Health Informatics
Xiaolong Wu, Shize Jiang, Guangye Li, Shengjie Liu, Benjamin Metcalfe, Liang Chen, Dingguo Zhang
2023 — conf
Human Action Recognition Method Based on Spatio-temporal Relationship.
ICIG (2)
Haigang Yu, Ning He, Shengjie Liu, Wenjing Han
2023 J jnl
Intelligent Reflecting Surface-Assisted Physical Layer Key Generation with Deep Learning in MIMO Systems.
Sensors
Shengjie Liu, Guo Wei, Haoyu He, Hao Wang, Yanru Chen, Dasha Hu, Yuming Jiang, Liangyin Chen
2023 J jnl
Lightweight human pose estimation algorithm based on polarized self-attention.
Multim. Syst.
Shengjie Liu, Ning He, Cheng Wang, Haigang Yu, Wenjing Han
2023 — conf
Rare Association Rule Mining Based on Reinforcement Learning.
ICCPR
Shengjie Liu, Chunjie Zhou, Jialong Li, Xiaoyun Lu
2023 Misc conf
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels.
ICASSP
Shengjie Liu, Chuang Zhu, Yuan Li, Wenqi Tang
2022 — conf
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix.
CVPR Workshops
Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin
2022 J jnl
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix.
CoRR
Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin
2022 B conf
Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties.
GLOBECOM
Shengjie Liu, Jia Guo, Chenyang Yang
2022 J jnl
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels.
CoRR
Shengjie Liu, Chuang Zhu, Wenqi Tang
2022 J jnl
Your heart rate betrays you: multimodal learning with spatio-temporal fusion networks for micro-expression recognition.
Int. J. Multim. Inf. Retr.
Ren Zhang, Ning He, Shengjie Liu, Ying Wu, Kang Yan, Yuzhe He, Ke Lu
2021 J jnl
Discovery of Novel Small Molecule Inhibitors Disrupting the PCSK9-LDLR Interaction.
J. Chem. Inf. Model.
Hengzhi Sun, Jinzheng Wang, Shengjie Liu, Xinyu Zhou, Liang Dai, Caiping Chen, Qinglong Xu, Xiaoan Wen, Keguang Cheng, Hongbin Sun, Haoliang Yuan
2020 J jnl
Discovery of Ubiquitin-Specific Protease 7 (USP7) Inhibitors with Novel Scaffold Structures by Virtual Screening, Molecular Dynamics Simulation, and Biological Evaluation.
J. Chem. Inf. Model.
Shengjie Liu, Xinyu Zhou, Minglei Li, Wenfeng Zhao, Shuxi Zhou, Keguang Cheng, Qinglong Xu, Caiping Chen, Xiaoan Wen, Hongbin Sun, Haoliang Yuan
2019 J jnl
云环境下SNS隐私保护方案 (Privacy Preserving Scheme for SNS in Cloud Environment).
计算机科学
Shengjie Liu, Jing Wang