Gengjia Zhang

16 papers C 3Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations. Neurocomputing Zhiqiang Liu, Gengjia Zhang, Jisun Hong, Jihun Lee, Daegil Choi, Jaehyo Jung, Meina Li
2025	J	`jnl`	Evaluating Time-Series Deep Learning Models for Accurate and Efficient Reconstruction of Clinical 12-Lead ECG Signals. IEEE Access Min-gu Kim, Gengjia Zhang, Meina Li, Jaehyo Jung
2025	J	`jnl`	STSFF-Net: A two-stream network for depression detection from facial expressions. Neurocomputing Daegil Choi, Jisun Hong, Jihun Lee, Zhiqiang Liu, Gengjia Zhang, Jaehyo Jung
2024	—	`conf`	Building an Explainable Deep Residual Network for Depression Detection from ECG Signals. BIBM Gengjia Zhang, Ziyu Shi, Zhiqiang Liu, Jaehyo Jung, Meina Li
2024	J	`jnl`	Development of continuous cuffless blood pressure prediction platform using enhanced 1-D SENet-LSTM. Expert Syst. Appl. Gengjia Zhang, Daegil Choi, Jaehyo Jung
2024	—	`conf`	Mental Stress Detection Using PPG Signals Based on Transformer-LSTM Model. BIBM Zhiqiang Liu, Ziyu Shi, Gengjia Zhang, Jaehyo Jung, Meina Li
2024	J	`jnl`	Reconstruction of arterial blood pressure waveforms based on squeeze-and-excitation network models using electrocardiography and photoplethysmography signals. Knowl. Based Syst. Gengjia Zhang, Daegil Choi, Jaehyo Jung
2023	J	`jnl`	Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals. Appl. Soft Comput. Gengjia Zhang, Siho Shin, Jaehyo Jung
2023	—	`conf`	Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms. ICAIC Gengjia Zhang, Daegil Choi, Siho Shin, Jaehyo Jung
2023	—	`conf`	Decision Tree Algorithm for Depression Diagnosis from Facial Images. ICAIC Daegil Choi, Gengjia Zhang, Siho Shin, Jaehyo Jung
2023	C	`conf`	Depression Diagnosis Algorithm Based on 2-stream CNN Using Facial Image. ICIS Daegil Choi, Gengjia Zhang, Da Eun Kim, Jaehyo Jung
2023	C	`conf`	Depression Diagnosis Algorithm Based on R2U-Net Using Facial Images. ICMLA Daegil Choi, Gengjia Zhang, Jaehyo Jung
2023	C	`conf`	Reconstruction of ABP Waveform from the ECG or PPG Signals Using Enhanced 1-D UNetwork. ICIS Gengjia Zhang, Daegil Choi, Da Eun Kim, Jaehyo Jung
2022	—	`conf`	Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier. AIKE Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim
2022	—	`conf`	Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals. AIKE Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim
2021	J	`jnl`	Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals. Sensors Mingu Kang, Siho Shin, Gengjia Zhang, Jaehyo Jung, Youn Tae Kim

2023 — conf

Not What You've Signed Up For: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection.

AISec

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz

2026 — preprint

CCX: Enabling Unmodified Intel SGX Applications on Arm CCA.

arXiv

Matti Schulze, Thorsten Holz, Felix C. Freiling