Ruida Liu
Ruida Liu（刘瑞达）
个人简介Personal overview
研究 AI，也设计、造物，和团队一起把想法做出来。I research AI, design, make things, and bring ideas to life with a team.
团队领导力Team leadership
团队领导力Team leadership
从组织竞赛与技术分享，到共同创办公司：把个人积累变成团队能够一起推进的工作。From mentoring competition projects and sharing technical skills to co-founding a company: turn individual experience into work a team can move forward together.
社团与团队经历Team & community experience第二大脑 AgentSecond Brain Agent
第二大脑 AgentSecond Brain Agent
组织与指导Organizer & mentor
自动整理教务系统中的课件与视频，提取关键信息并同步为结构化笔记。我在项目中承担组织与指导工作。A workflow that collects course slides and videos, extracts key information, and syncs structured notes. My role was organizing and mentoring the project.
查看原有项目与获奖记录Project & award record4C 国家三等奖4C · National third prize
中国大学生计算机设计大赛（4C）国家三等奖，2026年8月。获奖项目：第二大脑 Agent；角色：组织与指导。National Third Prize, Chinese Collegiate Computing Competition (4C), August 2026. Project: Second Brain Agent. Role: organizer and mentor.
查看原有项目与获奖记录Project & award record鲁艺科技Luyi Tech
鲁艺科技Luyi Tech
联合创始人兼技术总监Co-founder & Technical Director
参与创办鲁艺科技，推进规则引擎集成、模型部署与面向合作方的技术交付。Co-founded Luyi Tech, working on rule-engine integration, model deployment, and technical delivery for partners.
了解创业与合作Entrepreneurship & partnerships众创杯省赛 金奖Guangdong · Gold award
2026年广东“众创杯”暨“创赢未来”创业大赛广东省选拔赛，民生需求+创业赛道金奖。与高天健共同获奖。Gold award in the livelihood-needs entrepreneurship track of the 2026 Guangdong provincial entrepreneurship competition (Zhongchuang Cup / Chuangying Weilai), jointly with Tianjian Gao.
了解创业与合作Entrepreneurship & partnerships人工智能研究AI research
人工智能研究AI research
当前关注 NLP、AI Agent 与 AI 安全；此前的医学 AI 研究，让我积累了实验设计、代码实现和论文写作经验。My current interests are NLP, AI agents, and AI safety. My existing representative publications primarily come from my earlier work in medical AI.
查看学术论文Browse publicationsCCT-EALCCT-EAL
CCT-EALCCT-EAL
ICASSP 2026 · 共同一作ICASSP 2026 · Co-first author
通过类条件温度学习与熵对齐研究医学图像分类。论文发表于 ICASSP 2026，我担任共同第一作者，并参加会议展示。下方 Travel Grant 是参会资助，不是论文奖项。Medical image classification through class-conditional temperature learning and entropy alignment. Published at ICASSP 2026; I am a co-first author and presented at the conference. The Travel Grant below supported conference participation; it is not a paper award.
阅读论文Read the paperIEEE SPS Travel GrantIEEE SPS Travel Grant
IEEE Signal Processing Society ICASSP 2026 Travel Grant：支持参加 ICASSP 2026 国际会议。IEEE Signal Processing Society ICASSP 2026 Travel Grant, supporting attendance at ICASSP 2026.
阅读论文Read the paperNLP · AI 安全NLP · AI safety
NLP · AI 安全NLP · AI safety
研究助理 · 2026.06 起Research assistant · Since Jun 2026
在 Alex C. Kot 教授与陈昌盛教授指导的团队开展自然语言处理与 AI 安全研究。此前在医学 AI 方向接受科研训练；另受邀担任 IEEE TIFS、ICASSP 2027 与 IWACCE 2026 审稿人。Research on NLP and AI safety in the team guided by Prof. Alex C. Kot and Prof. Changsheng Chen. Earlier medical AI papers belong to a separate research stage. Invited reviewing for IEEE TIFS, ICASSP 2027, and IWACCE 2026 is academic service.
查看科研经历Research experience艺术与设计Art & design
艺术与设计Art & design
从海报叙事、会徽到校园文创，用视觉组织信息，让想法有清晰而亲切的表达。From poster storytelling and emblems to campus merchandise: organize information visually and give ideas a clear, welcoming expression.
查看设计与社团经历Design & community experience海报设计Poster design
海报设计Poster design
蓝桥杯艺术设计赛 · 队长Blue Bridge Cup Art Design · Team leader
以古典人物、手绘云纹与剪纸拼贴组织视觉叙事，让人物和流云共同构成“美”字。作品为蓝桥杯艺术设计赛静态海报（命题）赛道参赛作品。A visual story combining classical figures, hand-drawn cloud motifs, and paper-cut collage, arranged to form the Chinese character for beauty. Created for the assigned static-poster track of the Blue Bridge Cup Art Design Competition.
查看原有获奖材料View original award material蓝桥杯 国家三等奖Blue Bridge · National third prize
2025年蓝桥杯艺术设计赛，静态海报（命题）赛道国家三等奖；担任队长。National Third Prize in the assigned static-poster track of the 2025 Blue Bridge Cup Art Design Competition. Role: team leader.
查看原有获奖材料View original award material校园视觉Campus visuals
校园视觉Campus visuals
新媒体中心设计部部长Head of Design, New Media Center
参与会徽、校园海报与文创设计，并通过艺术与技术分享交流工具和方法。Designed emblems, campus posters, and merchandise, and shared tools and methods through art-and-technology talks.
查看社团活动Community activities原创学生会会徽Original Student Union emblem
独立原创设计深圳北理莫斯科大学学生会会徽。原网站项目经历及学生会会徽发布链接记录了该作品。Independently designed the Shenzhen MSU-BIT University Student Union emblem, documented in the original project section and Student Union announcement.
查看会徽项目View the emblem project动手实践与硬件Making & hardware
动手实践与硬件Making & hardware
把传感器、模型、网络与界面接成一个完整系统，从硬件联调走到真实演示。Connect sensors, models, networks, and interfaces into a complete system, from hardware integration to a working demonstration.
查看项目经历Browse projects麦粒 AI+ARMaiLi AI+AR
麦粒 AI+ARMaiLi AI+AR
队长 · 软件与硬件开发Team leader · Software & hardware
基于树莓派整合摄像头、麦克风、骨传导音频与 AR 光波导显示，连接多模态模型、识别流程、数据库与 Web 界面。我负责全部软件与大部分硬件工作。Integrated a Raspberry Pi, camera, microphone, bone-conduction audio, and AR waveguide display with multimodal models, recognition pipelines, a database, and a web interface. I led the team and built all the software and most of the hardware.
了解麦粒项目Explore the MaiLi project物联网 国家一等奖IoT design · National first prize
2025年全国大学生物联网设计竞赛国家一等奖；获奖项目：麦粒 AI+AR 眼镜；角色：队长。National First Prize, 2025 National University Student Internet of Things Design Competition. Project: MaiLi AI+AR glasses. Role: team leader.
了解麦粒项目Explore the MaiLi projectAIRhealthAIRhealth
AIRhealthAIRhealth
第一作者 · 多模态膳食健康First author · Multimodal dietary health
将食物检测、多模态模型推理与 IoT 端云协同整合为 AR 眼镜膳食健康系统；对应第一作者论文发表于 IEEE CloudCom 2025，并作口头报告。An AR-glasses dietary-health system integrating food detection, multimodal inference, and IoT edge–cloud collaboration. The first-author paper appeared at IEEE CloudCom 2025 with an oral presentation.
阅读 AIRhealth 论文Read the AIRhealth paperCloudCom 2025 口头报告CloudCom 2025 Oral presentation
AIRhealth: An AIoT AR-Glasses Framework for Multimodal Dietary Recognition and Personalized Nutrition Management，IEEE CloudCom 2025，第一作者、口头报告。AIRhealth: An AIoT AR-Glasses Framework for Multimodal Dietary Recognition and Personalized Nutrition Management. IEEE CloudCom 2025, first author, oral presentation.
阅读 AIRhealth 论文Read the AIRhealth paper关于我About me
深北莫与莫斯科国立大学联合培养本科生，关注 NLP、AI Agent 与 AI 安全。也喜欢设计、动手造物，和团队一起把想法做成作品。已获港科广 MPhil 全额奖学金录取，2027 年入学。An undergraduate jointly cultivated by Shenzhen MSU-BIT University and Lomonosov Moscow State University, exploring NLP, AI agents, and AI safety. I also enjoy design, making things, and bringing ideas to life with a team. Admitted to HKUST(GZ) with a full MPhil scholarship, starting in 2027.
联系我Get in touch全部照片Photos
深圳卫视采访Shenzhen TV interview
世界人工智能大会World AI Conference.jpg)
物联网项目答辩IoT project presentation
物联网国家一等奖National IoT first prize
ICIC 口头报告ICIC oral presentation
AAAI 交流AAAI exchange
莫斯科学习Studies in Moscow
ICPC 竞赛现场ICPC competition
青年科学家会议Young scientists meeting
ICASSP 论文展示ICASSP paper presentation
ICASSP 校内分享ICASSP campus talk📰 最新动态 News
Invited to serve as a Reviewer for ICASSP 2027, the flagship conference of the IEEE Signal Processing Society and a leading international conference in signal processing; also invited to review for IEEE Transactions on Information Forensics and Security (TIFS; Impact Factor 8.0; CCF A), a top journal in information security and digital forensics
"Second Brain Agent" received the National Third Prize in the Chinese Collegiate Computing Competition (4C), after placing among the top ~8% at the provincial stage
Invited to serve as a Reviewer for IWACCE 2026
Joined the research team guided by Prof. Alex C. Kot (Distinguished Professor and Chief Scientist at Shenzhen MSU-BIT University; IEEE Life Fellow) and Prof. Changsheng Chen, working on NLP and AI Safety & Security
Selected as one of only two recipients nationwide in China for the IEEE Signal Processing Society ICASSP 2026 Grant, awarded $1,000
Google Scholar citations exceeded 10, I am making steady progress in my academic journey! (As of August 20, 2026, the citation count has exceeded 30.)
Paper Learning class-conditional temperature with entropy alignment for medical image classification accepted at ICASSP 2026 (CCF-B, Co-first author)
🚀 创业经历 Entrepreneurship Experience
DESIGN × AI × ON-DEVICE INTELLIGENCE
鲁艺科技 · 联合创始人兼技术总监
Luyi Tech · Co-founder & Technical Director
推动规则驱动型 AI、端侧部署与设计产业智能化落地。
🎓 学业 Education
香港科技大学 QS 世界大学排名 2027 #33
The Hong Kong University of Science and Technology (Guangzhou) — MPhil (Full Scholarship), 2027–2029 HKUST QS World University Rankings 2027 #33
软科排名 #106 ｜ GPA 3.4 / 4.0
Shenzhen MSU-BIT University — Faculty of Computational Mathematics and Cybernetics, Undergraduate 2023–2027 Shanghai Ranking #106 ｜ GPA 3.4 / 4.0
QS排名 #94
Lomonosov Moscow State University — Faculty of Computational Mathematics and Cybernetics, Joint-Cultivation 2023–2027 QS Ranking #94
Since Jun 2026, serving as a Research Assistant (RA) in the team guided by Prof. Alex C. Kot (Distinguished Professor and Chief Scientist at Shenzhen MSU-BIT University; IEEE Life Fellow and Fellow of the Academy of Engineering Singapore) and Prof. Changsheng Chen, focusing on Natural Language Processing (NLP) and AI Safety & Security.
担任研究助理（RA），几乎全职参与深度学习科研，主导或协助多篇论文与项目。
May 2025 – Jun 2026, served as Research Assistant (RA) under Prof. Runhao Zeng at the AI Institute, Shenzhen MSU-BIT University. Near-full-time involvement in deep learning research — leading and collaborating on multiple papers and projects.
📄 学术论文 Publications
自2026年6月起，我的研究重心转向自然语言处理（NLP）与AI 安全，并继续推进 Agent 与可信、可控人工智能相关研究。
From May 2025 to June 2026, I received research training in Prof. Zeng's Medical and Affective Intelligence Research Group, working alongside outstanding graduate researchers. With Prof. Zeng's guidance and the team's accumulated experience, I progressed from supporting research tasks to independently completing the full paper pipeline—from idea formulation and experiments to writing. My existing publications primarily focus on AI for Medical Applications.
Since June 2026, my research focus has shifted to Natural Language Processing (NLP) and AI Safety & Security, while I continue exploring AI agents and trustworthy, controllable AI.
Proposes CCT-EAL, a loss function integrating class-conditional temperature scaling with entropy alignment to jointly address domain gap and class imbalance in medical image classification. Validated on 5 public medical benchmarks across multiple backbones.
Builds the first end-to-end AR glasses system for dietary health, unifying YOLO-based food detection, Qwen2.5-VL (LoRA fine-tuned) reasoning, and IoT edge–cloud collaboration into one wearable. Achieves 70.17% dish recognition accuracy and 90.42% gesture detection accuracy.
🏆 获奖荣誉 Awards & Honors
共获得 六项国家级奖项（获奖率普遍低于 5%），锻炼了思考规划、动手学习与领导团队的能力。
From 2024 to 2026, I participated in Ministry of Education-recognized national university competitions across computer algorithms, deep learning, AI agents, and graphic design.
Received a total of six national-level awards (acceptance rates generally below 5%), sharpening skills in strategic planning, hands-on learning, and team leadership.
2025.5-2025.9
National University Student Internet of Things Design Competition - First Prize (Team Leader)
2026.6-2026.8
Chinese Collegiate Computing Competition (4C) — National Third Prize
2025.2-2025.5
Blue Bridge Cup Art Design Competition - Static Poster Track, National Third Prize (Team Leader)
2024.12-2025.1
Global Campus AI Algorithm Elite Competition - Algorithm Track, National Third Prize
2025.09-2025.10
National University Student Digital Media Technology Work and Creative Competition, National Third Prize
2025.4
Blue Bridge Cup Software Programming Competition - Python Group B, Provincial Second Prize (Individual)
2026.6
Chinese Collegiate Computing Competition (4C) — Provincial Third Prize
2026.4 · 资助 $1,000
IEEE Signal Processing Society ICASSP 2026 Grant · One of only two recipients nationwide in China · Awarded $1,000
2025.11
One Invention Patent · First Inventor (Under Review)
2024.11-2025.11
Project Leader, Top 10 Outstanding Creative Projects at Shenzhen MSU-BIT University
2025.5
CCF CAT National Algorithm Elite Competition - Top 30% Nationally (Team Leader)
Two-time Recipient of Shenzhen MSU-BIT University Academic Scholarship
🌐 语言能力 Language Proficiency
College English Test Band 6 — CET-6
College Russian Test Band 4 — CRT-4
Currently preparing for IELTS
💻 项目经历 Projects
「物联网大赛国一」麦粒AI+AR眼镜，基于树莓派，结合各种大小模型、硬件设备实现您的私人营养管家
「IoT Competition National First Prize」MaiLi AI+AR Smart Glasses: Raspberry Pi-based Personal Nutrition Assistant with Integrated AI Models and Hardware
Overview: The hardware components include AR optical waveguide lenses, bone conduction speakers, microphones, cameras, and 3D-printed frames, providing comprehensive information acquisition for seamless user interaction. The software architecture deploys multiple AI models in the cloud, including Qwen multimodal large language model, YOLO image segmentation model, Chinese cuisine recognition model, gesture recognition model, nutritional analysis model, and chronic disease prediction model. The system implements advanced features such as gesture-based food ordering, multimodal AI interaction, chronic disease risk assessment, and personalized nutritional recommendations. This project demonstrates comprehensive functionality, high innovation, and significant practical value. Currently applying for an invention patent.
深圳企业家日受邀宣讲 · 获投资意向
Featured at Shenzhen Entrepreneurs Day · Investor Interest
The MaiLi AI+AR smart glasses project was invited to Shenzhen Entrepreneurs Day as a featured youth innovation pitch. The on-site presentation attracted strong interest from multiple entrepreneurs and investors, with in-depth discussions on productization, supply chain, and market strategy — culminating in concrete investment-collaboration intent currently being advanced toward commercialization.
深圳卫视新闻报导
Project Video
深圳卫视新闻报道与部分功能演示
Watch the video to see the project in action and learn more about its features.
💼 实习经历 Internship Experience
Alex C. Kot 教授（深圳北理莫斯科大学特聘教授、首席科学家，IEEE Life Fellow、新加坡工程院院士）与陈昌盛教授指导团队
主要开展自然语言处理（NLP）、大语言模型与AI 安全相关研究。
Research Assistant in the team guided by Prof. Alex C. Kot (Distinguished Professor and Chief Scientist at Shenzhen MSU-BIT University; IEEE Life Fellow and Fellow of the Academy of Engineering Singapore) and Prof. Changsheng Chen, focusing on Natural Language Processing, Large Language Models, and AI Safety & Security.
深圳北理莫斯科大学人工智能研究院情感智能与普适计算研究中心
负责科研项目辅助，人工智能算法研究，数据处理与分析，学术论文撰写等工作。
Research Assistant at the Center for Affective Intelligence and Ubiquitous Computing, AI Institute, Shenzhen MSU-BIT University. Responsibilities included assisting with research projects, AI algorithm research, data processing and analysis, and academic paper writing.
深圳北理莫斯科大学招生办公室
主持招生宣讲会议，招生信息数据整理，协助招生政策制定，学生咨询接待等工作。
Worked at the Admissions Office of Shenzhen MSU-BIT University. Responsibilities included leading admissions presentations, organizing enrollment data, assisting in admission policy development, and student consultation services.
临沂市体育局实习
管理市体育小程序后台，日常数据库维护与Debug，体育活动宣传推广，用户数据分析等工作。
Interned at the Linyi Municipal Sports Bureau. Responsible for managing the backend of the city's sports mini program, database maintenance and debugging, sports event promotion, and user data analysis.
🎭 社团活动 Extracurricular Activities
I actively participate in student organizations and volunteer activities, serving as Head of the Design Department of the New Media Center, a core member of the Computer Association, and a core member of the Mathematical Modeling Association. I have repeatedly led student organizations in university competitions and organized technical training sessions, through which I have connected with many innovative talents on campus.
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Ruida Liu
刘瑞达Researching NLP & AI Security · Seeking PhD opportunities.
Self-driven researcher with genuine passion for AI.
充满热情与自驱力，期待与您交流合作。
The website was originally designed by Liu Ruida, last edited in 2026-11-06