Haowei Cheng
I am a Ph.D. student at the Department of Computer Science and Communications Engineering, Waseda University, supervised by Prof. Hironori Washizaki. My research focuses on software engineering and AI, especially reliability in smart software systems through Generative AI-driven requirements engineering.
// 01. research interests
What I Work On
My work connects requirements engineering, software reliability, and applied AI methods for practical smart software systems.
Generative AI for Requirements Engineering
Applying large language models to support requirements engineering workflows, including specification analysis, consistency checking, and structured scenario generation.
Software Reliability
Enhancing reliability in smart software and systems through AI-assisted requirements engineering and practical validation methods.
Deep-Fake Speech Detection
Studying deep-fake speech detection with features inspired by the human auditory system and robust modeling for realistic spoofing scenarios.
Knowledge Graphs & ML
Exploring knowledge graph and machine learning methods as a complementary line of research, building on prior work from JAIST collaborations.
// 02. publications
Pinned Papers
A short list of pinned work. The full publication page keeps the complete archive with PDF and external links.
Translating Requirements into CARLA Executable Scripts: an LLM-Driven Automated Scenario Realization
IEEE R10 HTC 2025
Generative AI for Requirements Engineering: A Systematic Literature Review
arXiv
Analysis of Spectro-Temporal Modulation Representation for Deep-Fake Speech Detection
APSIPA ASC 2023
// 03. projects
Open Projects
Project pages collect work-in-progress notes, resources, and demos around the main research threads.
Requirements Engineering
A focused project page on requirements engineering methods and practices for software development.
View project pageDeepfake Speech
Research and resources related to deepfake speech generation and detection, including demos and publications.
View project page// 04. news
Pinned Updates
Recent pinned activities appear here. The full news page contains the complete timeline.
Presented at MLSE Workshop in Hakone - Presented "Automating Multi-view Requirements Engineering with Collaborative LLM Agents".
Attended IEEE VIC Summit and Honors Ceremony - Connected with researchers and innovators at the IEEE VIC Summit in Tokyo.
Presented at WIREDS 2024 - Presented SLR work on GenAI in Requirements Engineering and received a distinguished presentation award.