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PhD/Intern Recruiting @ Singapore Management University 霍茵桐(Yintong Huo) 老师将于2025年初加入新加坡管理大学 (Singapore Management University) 计算机系担任助理教授 (Tenure-Track Assistant Professor)。她于2024年在香港中文大学 (CUHK) 计算机科学与工程系取得博士学位，导师为Michael Lyu，2020年在电子科技大学 (UESTC) 获得计算机学士学位。她的研究方向为智能化软件工程（AI for SE），包括智能代码开发，智能运维，日志分析，程序修复，软件测试等，其研究成果已经发表在顶级软件工程会议上（包括ICSE, ASE, FSE, ISSTA）。具体项目包括： 1. Code production: Provide automated code suggestions by boosting program analysis with NLP techniques (e.g., large language models). 2. Code repair: Develop automatic code-repairing approaches. 3. Software operation: Identify, localize, and analyze faults/anomalies via system logs. ===== Opportunities: Yintong目前计划在2025年春季/秋季招收2-3名全额奖学金博士，并且长期欢迎本科，硕士，和访问博士生的交流，实习与合作。如果你对软件可靠性、代码生成、智能运维等感兴趣，欢迎加入 :-) 联系方式：yintonghuo98@gmail.com 个人主页：https://yintonghuo.github.io/ Opening details：https://yintonghuo.github.io/openings.html To apply (fill in the Google form): https://forms.gle/VH4iDwhHQaMWsuj49 ===== 学校介绍（新加坡管理大学）: 新加坡管理大学（Singapore Management University）是一所位于新加坡的公立研究型大学，成立于2000年，是新加坡第三所综合性大学。SMU以其独特的教学方法、紧密的学术研究与业界合作、以及对学生全面发展的重视而闻名。大学的使命是培养具有全球视野、创新精神和领导能力的未来领袖。根据CSRanking对软件工程领域的排名（亚洲第5，世界第11），新加坡管理大学被评估为亚洲地区最有影响力的学校之一。 ===== A Letter to Prospective Students ===== Dear prospective students, Thank you for your interests in me and my work :) In our daily lives, software surrounds us, from opening computer applications to writing programs. As a software engineering researcher, I envision a world where reliable software enhances the lives of everyone. Software engineering research is empirical and easy-to-start due to its problem-solving nature. Rather than solely focusing on cutting-edge performance, we prioritize solving real-world problems. Remember those programming challenges you faced -- selecting APIs, optimizing program logic, or debugging? Each presents an opportunity for software engineering research. Additionally, software engineering is an applied and interdisciplinary field, offering extensive opportunities as AI complements traditional rule-based processes. Just as language models revolutionize daily life, they also impact developers. Have you experimented with AI-generated programs? While tools like ChatGPT can write programs in seconds, they may be error-prone, highlighting the need for domain-aware improvements. One of the most rewarding aspects of software engineering research is its significant academic and societal impacts. By tackling the real-world challenges, your work not only garners attention from other scholars, but also finds practical deployment in industry. For instance, our work, LogPAI, has been adopted by world-leading tech companies for system performace monitoring. Undoubtedly, the PhD journey in software engineering is challenging. You'll confront problems faced by thousands, work with massive codebases, and analyze extensive performance data. Yet, you won't be alone. As your supervisor, I am committed to supporting you every step of the way, from exploring new topics, implementing novel approaches, to crafting scientific papers. Moreover, apart from many excellent collaborators outside Singapore (Canada, HK, US), I can also connect you with industry resources for internship opportunities, if needed. Established in 2020, SMU is a young and esteemed institution for research. According to CSRankings (2014-2024), SMU ranks No. 11 (No. 5 in Asia) in Software Engineering, No. 39 (No. 16 in Asia) in AI, and No. 84 (No. 14 in Asia) overall in computer science. Our graduates have pursued professor careers at renowned institutions worldwide, including NCSU, UNSW, and Queen’s University, as well as in leading industry companies like Microsoft, Grab, and Salesforce. Last but not least, Singapore, where we are located in the heart of the city, is a thriving area riping with opportunities! Having received tremendous support throughout my academic journey, I am now eager to extend that support to establish your career. Thank you for reading, and I look forward to hearing from you! Best regards, Yintong

新加坡管理大学(SMU) - 智能化软件工程（AI for SE）方向 PhD/I