Graduate Student Research Achievements Site

（Last updated : 2026-02-20 11:29:32）

TENG Shiyu

Department / Course Ritsumeikan University Graduate School Graduate School of Information Science and Engineering Major in Information Science and Engineering

Job

research
- Books and theses
Profile
- Academic background
- Academic conference attendance and presentation
teaching
- Academic awards you received
Others

Books and theses
Papers	Integrating text and medical images for segmentation using interpretable graph neural network Biomedical Signal Processing and Control (Co-authored) 2026/04/15
Papers	Enhancing Depression Detection Using Pre-trained Multi-modal Sentiment Analysis Models with Deep Prefix Tuning ACM Transactions on Computing for Healthcare (Co-authored) 2026/02/20
Papers	DepressionLLM: Emotion-and causality-aware depression detection with foundation models Displays (Co-authored) 2025/12/04
Papers	A motion-aware and temporal-enhanced Spatial–Temporal Graph Convolutional Network for skeleton-based human action segmentation neurocomputing 580 (Co-authored) 2024/03/04
Papers	An Intra- and Inter-Emotion Transformer-based Fusion Model with Homogeneous and Diverse Constraints Using Multi-emotional Audiovisual Features for Depression Detection ieice transactions on information and systems (Co-authored) 2024/03/01

Books and theses

Papers

Integrating text and medical images for segmentation using interpretable graph neural network Biomedical Signal Processing and Control (Co-authored) 2026/04/15

Papers

Enhancing Depression Detection Using Pre-trained Multi-modal Sentiment Analysis Models with Deep Prefix Tuning ACM Transactions on Computing for Healthcare (Co-authored) 2026/02/20

Papers

DepressionLLM: Emotion-and causality-aware depression detection with foundation models Displays (Co-authored) 2025/12/04

Papers

A motion-aware and temporal-enhanced Spatial–Temporal Graph Convolutional Network for skeleton-based human action segmentation neurocomputing 580 (Co-authored) 2024/03/04

Papers

An Intra- and Inter-Emotion Transformer-based Fusion Model with Homogeneous and Diverse Constraints Using Multi-emotional Audiovisual Features for Depression Detection ieice transactions on information and systems (Co-authored) 2024/03/01

Academic background
2021/09/26～2023/09/23	Information Science and Engineering Graduate School of Information Science and Engineering Ritsumeikan University Completed Master

Academic background

2021/09/26～2023/09/23

Information Science and Engineering Graduate School of Information Science and Engineering Ritsumeikan University Completed Master

Academic conference attendance and presentation
2026/05/04	DYNAMIC SUMMARY GENERATION FOR INTERPRETABLE MULTIMODAL DEPRESSION DETECTION (2026 IEEE International Conference on Acoustics, Speech, and Signal Processing)
2025/09/20	Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction (International Conference on Medical Image Computing and Computer-Assisted Intervention)
2025/07/14	Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models (47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society)
2025/07/14	Retrieval-Augmented Multimodal Depression Detection (47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society)
2025/04/09	Enhanced Multimodal Depression Detection with Emotion Prompts (2025 IEEE International Conference on Acoustics, Speech, and Signal Processing)
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Academic conference attendance and presentation

2026/05/04

DYNAMIC SUMMARY GENERATION FOR INTERPRETABLE MULTIMODAL DEPRESSION DETECTION (2026 IEEE International Conference on Acoustics, Speech, and Signal Processing)

2025/09/20

Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction (International Conference on Medical Image Computing and Computer-Assisted Intervention)

2025/07/14

Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models (47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society)

2025/07/14

Retrieval-Augmented Multimodal Depression Detection (47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society)

2025/04/09

Enhanced Multimodal Depression Detection with Emotion Prompts (2025 IEEE International Conference on Acoustics, Speech, and Signal Processing)

Display All（10）