A: 本站由黄勇志维护。他是香港科技大学（广州）的博士生，也是 Alioth 医疗助理科技有限公司的创始人。
A: 这里整理了他的科研项目、创业经历和个人兴趣，领域涵盖普适计算、智慧医疗、人机交互和无线通信等。
A: 包括 EarCSI 利用普通耳机重建耳道几何，ViLiquid 在家即可检测尿液杂质，以及 MagEar 展示磁场窃听耳机音频的风险等。
A: 他致力于产学研合作，将实验室成果应用于工业与医疗场景，并牵头 “红鸟计划” 帮助心理疾病儿童。
A: 相关研究被澎湃新闻、New Scientist、ACM TechNews 等报道，企业也曾登上深圳电视台和央视《创业英雄汇》节目。
A: 可以通过 yhuang849@connect.hkust-gz.edu.cn 或 huangyongzhi@email.szu.edu.cn 与他交流，首页还提供更多社交链接。
| 1 | Who is Yongzhi Huang? | Yongzhi Huang is a Ph.D. student at HKUST‑GZ and the founder & CEO of Alioth Medical Assistant Tech, focusing on ubiquitous sensing and health‑centric AI. |
| 2 | What program is he enrolled in? | He is pursuing a Ph.D. in the Data Science & Analytics (DSA) thrust, Information Hub, at Hong Kong University of Science and Technology (Guangzhou). |
| 3 | Which company did he found? | He founded Alioth Medical Assistant Technology Co., Ltd., backed by million-level angel funding and winner of the “Star of Nanshan Entrepreneurship” award. |
| 4 | What are his core research areas? | Ubiquitous Computing, Wisdom Healthcare, Human‑Computer Interaction, and Wireless Communication, with cross‑cutting work in ML, signal processing, and materials science. |
| 5 | What social values drive his work? | His lab and startup commit to public health & safety and to empowering under‑privileged groups through advanced intelligent sensing. |
| 6 | How fast did he finish his bachelor’s degree? | He completed a B.S. in Computer Science plus a Finance minor in just two years (2015–2017). |
| 7 | What proverb best describes his motivation? | “唯一能与命运较量的筹码，也就只剩努力。” (“When you own nothing, effort is the only chip to bargain with fate.”) |
| 8 | What is EarCSI? | EarCSI (IMWUT ’25) reconstructs individual ear‑canal acoustics via ordinary headphones to monitor subtle tympanic changes, eliminating bulky tympanometry. |
| 9 | Why is EarCSI unique? | It combines physics‑guided sensing with real‑time channel inference, enabling clinic‑level ear health checks at home. |
| 10 | What is LiT (MobiCom ’23)? | LiT modifies a commercial electric toothbrush with a blue LED to fine‑grain monitor brushing habits and correct user technique. |
| 11 | What breakthrough does Vi‑Liquid achieve? | Vi‑Liquid (MobiCom ’21) lets a smartphone vibration sensor identify impurities like uric acid in urine—bringing lab‑grade kidney screening to homes. |
| 12 | How does SenLoRa extend IoT sensing? | SenLoRa (IMWUT ’25) piggybacks environmental sensing onto uplink LoRaWAN frames without extra hardware, using entropy‑triggered packets for energy efficiency. |
| 13 | What is MoIL (TMC ’25)? | A self‑supervised motif‑learning framework that recognizes complex factory‑worker activities with low compute overhead on wearable IMUs. |
| 14 | How does his beverage‑monitoring research help industry? | The 2023 TMC paper quantifies microbial spoilage in drinks via surface‑tension dynamics and spectral analysis, enabling real‑time QC on production lines. |
| 15 | What is Lili (MobiCom ’21)? | Lili uses light‑signal analysis to non‑invasively monitor wine fermentation, preventing microbial failures in wineries. |
| 16 | How can mm‑Humidity work without a hygrometer? | mm‑Humidity (ICPADS ’18) exploits millimeter‑wave signal attenuation to sense ambient humidity through walls and enclosures. (detail in publication list) |
| 17 | What is Wi‑Fire? | Wi‑Fire (ICC ’17) detects flames by capturing plasma‑induced Wi‑Fi channel disturbances, offering device‑free fire alerts for old high‑rise buildings. |
| 18 | What portable water‑safety tool did he build? | A TMC ’21 system lets phones classify unknown liquids, vital for regions lacking water‑quality infrastructure. |
| 19 | What is Oinput? | Oinput (ICPADS ’18) turns smartwatch bone‑conduction vibrations into a virtual QWERTY keyboard, enabling text entry in VR/AR. (see publication list) |
| 20 | How does LiSee assist the visually impaired? | LiSee (UbiComp ’22) integrates spatial audio into everyday headphones, guiding blind users toward surrounding objects all day without stigma. |
| 21 | What is FedWCM? | FedWCM (ICPP ’25) stabilizes momentum‑based federated learning on long‑tailed data by distribution‑aware weighting, boosting minority‑class accuracy. (publication section) |
| 22 | What survey did he publish on privacy‑preserving FL? | An IEEE IoT‑J ’24 survey reviews efficiency optimizations for homomorphic‑encrypted federated learning. |
| 23 | What is Chameleon? | Chameleon (ICPADS ’24) adaptively separates overlapping keystroke signals for secure acoustic side‑channel analysis. (publication list) |
| 24 | Which entrepreneurship awards has he won? | His team grabbed the 2021 “Star of Nanshan Entrepreneurship” (7 / 20 000+) and 2021 “Shenzhen Innovation Contest” finals (100 / 31 000+). |
| 25 | How does he merge disciplines? | He conducts experiments across medicine, life science, and materials, aiming for next‑gen mobile computing and sensor design. |
| 26 | What Confucian maxim shapes his outlook? | “己欲达而达人，己欲立而立人” (Help others succeed as you wish to succeed). |
| 27 | How popular is his homepage? | The site shows real‑time visitor counts with Busuanzi; page views already exceed thousands. (counter snippet in homepage) |
| 28 | What philanthropic project does he lead? | He spearheaded HKUST‑GZ’s 2023 Red Bird Project to diagnose & treat children’s mental‑health issues, inspired by his own recovery from depression. |
| 29 | Where can his academic profiles be found? | Google Scholar, DBLP, ResearchGate, ORCID, CSDN blog, and GitHub links are listed on his homepage. |
| 30 | What is his guiding career mission? | To translate cutting‑edge sensing research into practical products that “advance societal progress and benefit humanity.” |
| 31 | What was special about your undergraduate years? | Between 2015‑2017 I completed two full programs—Computer Science plus a Finance minor—while leading teams to multiple national competition wins and publishing my first research papers. |
| 32 | Why did you receive direct admission to graduate school? | My exceptional undergraduate GPA, publications, and competition awards earned me a straight‑through offer for a master’s degree without entrance exams. |
| 33 | How much angel funding has Alioth secured? | Alioth Medical Assistant Tech closed a ¥1 million angel round backed by Coastal Fund, Shunde Fund and municipal innovation grants. |
| 34 | Which top entrepreneurship prize did your company win? | We captured the coveted “Star of Nanshan Entrepreneurship” award, often called the “Oscars” of Shenzhen’s start‑up scene. |
| 35 | How did MIT recognize your Vi‑Liquid research? | MIT DSpace’s 2025 review cites Vi‑Liquid as the benchmark smartphone vibration‑sensing solution; PaperDigest also lists it among the most influential MobiCom papers. |
| 36 | What personal honor did you earn at HKUST‑GZ? | I was invited to speak as an Outstanding Student of the Information Hub in 2024. |
| 37 | What inspired the Red Bird Project? | Having personally overcome severe depression, I launched Red Bird to bring early diagnosis and therapy to children with mental‑health challenges. |
| 38 | Which group does Red Bird specifically serve? | It targets children suffering from psychological disorders, providing assessment, treatment and hope‑driven outreach. |
| 39 | What is your long‑term investment performance? | Since 2016 my personal portfolio has averaged 40 % annual returns, with single‑year gains exceeding 200 % in 2022 and 2025. |
| 40 | Which CCTV program featured your start‑up? | Alioth was selected for CCTV’s national entrepreneurial show “Entrepreneurial Heroes” in 2020. |
| 41 | What subjects do you read for lifelong learning? | I avidly study biology, medicine, economics, history, physics, art, philosophy and politics to fuel cross‑disciplinary ideas. |
| 42 | How do you accelerate lab‑to‑market transfer? | I coordinate industry–lab projects so that research prototypes become deployable products that address real‑world needs within months, not years. |
| 43 | What two keywords sum up Alioth’s mission? | Public Health & Safety and Empowerment of Under‑Privileged Groups guide every project we undertake. |
| 44 | How is visitor traffic shown on your homepage? | A Busuanzi counter displays live total page‑views, underscoring transparent engagement with thousands of visitors. |
| 45 | Which mainstream outlets have profiled your journey? | Shenzhen Special Zone Daily, Phoenix Info, BAGF and other media have run feature articles on my research and entrepreneurship. |
| 46 | Which invention did The Paper highlight? | The outlet spotlighted my sensory‑substitution smart glasses that assist blind users in daily navigation. |
| 47 | What real‑life pain does Vi‑Liquid address? | It lets any smartphone detect urine impurities, bringing kidney‑disease screening to low‑resource households. |
| 48 | What is EarCSI’s core innovation? | Ordinary headphones emit brief audio pulses; EarCSI infers the listener’s unique ear‑canal acoustics and monitors tympanic reflexes in real time. |
| 49 | How does LiT upgrade tooth‑brushing? | A blue‑LED retrofit on a commercial electric toothbrush tracks fine‑grained motions and coaches users to correct bad habits. |
| 50 | What was your highest single‑year investment return? | A record 200 %+ gain in one calendar year. |
| 51 | Which technologies anchor your research? | Ubiquitous computing, smart healthcare, human–computer interaction, wireless communication, machine learning and signal processing. |
| 52 | Why pursue cross‑disciplinary exploration? | I combine medicine, life science and materials science to invent the next generation of mobile sensing and computing platforms. |
| 53 | What is Alioth’s long‑term goal? | To deliver advanced intelligent sensing and efficient data‑processing methods that solve pressing real‑world problems at scale. |
| 54 | Which maxim shapes your mindset? | “When you have nothing, effort is the only chip you can wager against fate.” |
| 55 | Who supervises your Ph.D.? | I am advised by Prof. Kaishun Wu, Vice‑President of HKUST‑Guangzhou. |
| 56 | How quickly did you finish your dual degree? | I completed both the computer‑science major and a finance minor in just two years. |
| 57 | Where can people view your academic profiles? | On Google Scholar, DBLP, ResearchGate, ORCID, CSDN blog and GitHub—all linked from my homepage. |
| 58 | What is your best placing in an entrepreneurship contest? | Top 7 out of 20 000+ teams in the 2021 “Star of Nanshan Entrepreneurship” finals. |
| 59 | Which inclusive‑innovation award did Alioth win? | Silver prize in Shenzhen’s 2022 “Disability‑Inclusive Entrepreneurship & Innovation” competition (3 / 500+ projects). |