CHI-WEI LEE李騏維 RESEARCH NOTEBOOK研究手帖
SECTION 05 · THE RECORD第 05 節 · 紀錄

RECORD紀錄

22 documented deeds · 15 selected milestones · 8 honours · 5 papers.22 筆具體事蹟 · 15 個精選里程碑 · 8 項獎項與入選 · 5 篇論文。

A four-terrace indigo river carrying a dense record
《楚辭》Search above and below.向上向下,始終求索。
L4

15 selected milestones15 個精選里程碑

Four honest year bands; density follows the events四個真實年份;事件多寡決定密度
  1. 2023

    2 entries2 筆
    1. NTHU-Taiwan beneath the Eiffel Tower during iGEM 2023 Field現場

      Sixteen people, one gold medal十六個人,一面金牌

      2023.10.31 – 11.11 · Paris, France2023.10.31 – 11.11 · Paris, France

    2. At the iGEM 2023 Grand Jamboree stage in Paris Award獎項

      Gold Medal — iGEM金牌 — iGEM

      NTHU-Taiwan · Dry Lab LeadNTHU-Taiwan · Dry Lab 組長

  2. 2024

    1 entry1 筆
    1. Paper論文

      Classifying Vibration Modes Generated by the Michelson Interferometer Using Machine Learning MethodsClassifying Vibration Modes Generated by the Michelson Interferometer Using Machine Learning Methods

      Journal of Modern Physics 15(12)Journal of Modern Physics 15(12)

  3. 2025

    7 entries7 筆
    1. Presenting the NSF HDR challenge work at AAAI-25 Paper論文

      Building Machine Learning Challenges for Anomaly Detection in ScienceBuilding Machine Learning Challenges for Anomaly Detection in Science

      arXiv:2503.02112 · preprint, under submissionarXiv:2503.02112 · preprint, under submission

    2. The 2025 summer research cohort at Academia Sinica IIS Paper論文

      MatrixQR: Matrix-Guided Refinement for Decoupling Reliability Control from Creative Edits in QR Code GenerationMatrixQR: Matrix-Guided Refinement for Decoupling Reliability Control from Creative Edits in QR Code Generation

      TAAI 2025TAAI 2025

    3. The six members of team 20iterations before Philadelphia Field現場

      20 days, 20 iterations20 天,20 次迭代

      2025.02.28 – 03.09 · Philadelphia · New York2025.02.28 – 03.09 · Philadelphia · New York

    4. First place, Maker Track, 2025 Mei-Chu Hackathon Award獎項

      1st place — Mei-Chu Hackathon第一名 — 梅竹黑客松

      Maker Track創客交流組

    5. Team 20iterations at the AAAI-25 workshop in Philadelphia Award獎項

      2nd overall — NSF HDR ML Challenge總排名第二 — NSF HDR ML Challenge

      NSF HDR ML Challenge · Year 1NSF HDR ML Challenge · 首屆

    6. Hsinchu Policy Hackathon finalist notification for team 32 iterations Award獎項

      Finalist — Hsinchu Policy Hackathon決賽入圍 — 新竹政策黑客松

      Technology Co-creation, Smart Hsinchu · 32iterations科技共創,智匯新竹 · 32iterations

    7. iLink Generative AI Competition finalist certificate naming Chi-Wei Lee Award獎項

      Finalist — iLink Generative AI Competition決賽入圍 — iLink 生成式 AI 創意應用大賽

      Practical Application Track實踐組

  4. 2026

    5 entries5 筆
    1. Paper論文

      Langevin Temporal Predictive Coding Lifts Modes to Multimodal DensitiesLangevin Temporal Predictive Coding Lifts Modes to Multimodal Densities

      NeurIPS 2026 · under reviewNeurIPS 2026 · under review

    2. Paper論文

      Predictive Coding with a Sequential Memory-Driven Bayesian DenoiserPredictive Coding with a Sequential Memory-Driven Bayesian Denoiser

      NeurIPS 2026 · under reviewNeurIPS 2026 · under review

    3. Imageomics: Sentinel Beetles leaderboard excerpt showing 20iterations in second place Award獎項

      2nd — Imageomics: Sentinel Beetles第二名 — Imageomics:哨兵甲蟲

      NSF HDR Scientific-MOOD Challenge · Year 2NSF HDR Scientific-MOOD Challenge · 第二屆

    4. Scientific-MOOD Taiwan local hackathon, ecology-and-climate track third place Award獎項

      3rd — Scientific-MOOD Taiwan local hackathon第三名 — Scientific-MOOD 臺灣區黑客松

      Climate Prediction using Ecological Data Track生態資料氣候預測項目

    5. With the Mei Yi-Chi Memorial Medal at NTHU, May 2026 Award獎項

      Mei Yi-Chi Memorial Medal梅貽琦紀念獎章

      National Tsing Hua University國立清華大學

L4b

The complete deed register完整具體事蹟冊

All 22 entries · nothing promoted into filler全 22 筆 · 輕重分明,不以空話填版
A

Academic foundation學業

03
  1. A01 Physics + EECS double major物理學系 × 電機資訊學院學士班雙主修B.S. in Physics and Electrical Engineering & Computer Science, AI Track.跨修物理與電資院學士班人工智慧組,完成雙主修訓練。
  2. A02 T-score rank 6 / 75T 分數排名 6 / 75Fall 2022; one place short of the Academic Excellence Award.111 學年度第 1 學期;距書卷獎一名。
  3. A03 Departmental GPA rank 1 / 72GPA 全系排名 1 / 72Spring 2024 while carrying a 23-credit course load.112 學年度第 2 學期,在修習 23 學分下取得。
S

Scholarships & support獎學金與補助

05
  1. S01 International Visit Scholarship國際訪問獎學金NT$20,000 travel support.獲新臺幣 20,000 元出國支持。
  2. S02 MOE international competition grant教育部國際學術技藝能競賽補助Travel support for representing NTHU at an international academic and skills competition.獲出國支持,代表清華參加國際性學術技藝能競賽。
  3. S03 International Visit Scholarship國際訪問獎學金NT$20,000 travel support.獲新臺幣 20,000 元出國支持。
  4. S04 NSTC international conference grant國科會出席國際學術會議補助NT$10,000 conference support tied to a research project.獲新臺幣 10,000 元專題研究計畫之國際會議補助。
  5. S05 NTHU Physics international conference scholarship清華物理系學生出國參加國際會議獎學金NT$20,000 departmental scholarship.獲新臺幣 20,000 元系所獎學金。
R

Roles & service職務、社團與校隊

05
  1. R01 Dry Lab Lead, NTHU iGEM Club清大 iGEM 基因工程研究社程式模擬組組長Led modelling, simulation and cross-team technical integration.負責模型、模擬與跨組技術整合。 DETAIL詳情
  2. R02 NTHU varsity football team國立清華大學足球校隊Varsity team member alongside a full physics and EECS course load.在物理與電資雙主修課程之外參與校隊訓練。
  3. R03 Academia Sinica summer intern中央研究院暑期實習Research placement with Dr. Jun-Cheng Chen across IIS and the Research Center for IT Innovation.於資訊科學所/資訊科技創新研究中心,在陳駿丞博士指導下進行研究。 SOURCE ↗來源 ↗
  4. R04 Part-time Research Assistant, Academia Sinica中央研究院資訊科技創新研究中心兼任研究助理Continued diffusion-model research after the summer internship.暑期實習後持續投入擴散模型與生成式影像研究。
  5. R05 Teaching Assistant, Introduction to Machine Learning《機器學習概論》課程助教Supported NTHU students with modelling concepts and implementation practice.協助清華學生理解模型概念、實作與除錯。
O

Research & competition outcomes研究與競賽成果

09
  1. O01 Gold Medal, iGEM Grand JamboreeiGEM Grand Jamboree 金牌Presented NTHU-Taiwan's NanoCircDx project in Paris as Dry Lab Lead.以程式模擬組組長身分赴巴黎發表 NTHU-Taiwan 的 NanoCircDx 專案。 DETAIL詳情SOURCE ↗來源 ↗
  2. O02 Journal of Modern Physics paper《Journal of Modern Physics》期刊論文Machine-learning classification of Michelson-interferometer vibration modes.以機器學習分類 Michelson 干涉儀產生的振動模式。 DETAIL詳情SOURCE ↗來源 ↗
  3. O03 2nd overall + 2nd in gravitational waves, NSF HDR Year 1NSF HDR 首屆總積分全球第二、重力波項目第二Led 20iterations and presented the work at the AAAI-25 Workshop in Philadelphia.帶領 20iterations,並受邀於費城 AAAI-25 Workshop 發表技術成果。 DETAIL詳情SOURCE ↗來源 ↗
  4. O04 1st place, Mei-Chu Hackathon Maker Track梅竹黑客松創客交流組冠軍GuardNet: a wearable-and-app system for dementia walking-safety monitoring.以 GuardNet 穿戴裝置與應用程式進行失智症行走安全監測。 DETAIL詳情SOURCE ↗來源 ↗
  5. O05 MatrixQR extended abstract accepted at TAAIMatrixQR 延伸摘要獲 TAAI 接受First-author poster on separating scan reliability from creative edits in generated QR codes.以第一作者海報呈現如何將生成式 QR 碼的掃描可靠性與創意編輯解耦。 DETAIL詳情SOURCE ↗來源 ↗
  6. O06 Finalist, Hsinchu Policy Hackathon新竹政策黑客松決賽入圍Selected as a finalist team with 32iterations.以 32iterations 團隊入選決賽。 DETAIL詳情
  7. O08 3rd, Scientific-MOOD Taiwan local hackathonScientific-MOOD 臺灣區黑客松第三名Third place in the ecology-and-climate prediction track.於生態資料氣候預測項目獲第三名。 DETAIL詳情
  8. O09 2nd in Imageomics, NSF HDR Scientific-MOOD Year 2NSF HDR Scientific-MOOD 第二屆生態影像項目全球第二Team 20iterations placed second in Imageomics: Sentinel Beetles and tied fourth overall.20iterations 於 Imageomics: Sentinel Beetles 獲第二名,總排名並列第四。 DETAIL詳情SOURCE ↗來源 ↗
APPX.

Supporting facsimiles補充文件

Research appointment · acceptance · publication研究經歷 · 接受紀錄 · 出版成果

Academia Sinica 2025 two-month Summer Internship certificate
01Certificate · research appointment證書 · 研究經歷Academia Sinica 2025 two-month Summer Internship certificate中央研究院 2025 兩個月暑期實習證書
TAAI 2025 acceptance record listing MatrixQR as an accepted poster
02Acceptance record · primary evidence接受紀錄 · 主要佐證TAAI 2025 acceptance record listing MatrixQR as an accepted posterTAAI 2025 接受紀錄,MatrixQR 列為海報發表
First-page record of the 2024 Journal of Modern Physics paper
03Paper facsimile · published record論文首頁 · 出版紀錄First-page record of the 2024 Journal of Modern Physics paper2024 年《Journal of Modern Physics》論文首頁紀錄

All 22 entries are transcribed from the specific-achievements table supplied with the Mei Yi-Chi application and reconciled against the current CV. Public outcomes link to primary records where available; student IDs, application contact fields and home-address details are not reproduced on this page.22 筆全部轉錄自梅貽琦獎章申請文件的具體事蹟表,並與最新 CV 交叉核對;公開成果盡量連至一手紀錄,申請表內的學號、聯絡欄位與住址資訊不轉載於本頁。

L5a

Honours獎項

Certificate when one exists; no stand-ins有證書才放證書,不以其他文件代替
012026

Mei Yi-Chi Memorial Medal梅貽琦紀念獎章

National Tsing Hua University國立清華大學

NTHU's highest honour for graduating students — one of eight recipients university-wide and the sole recipient from the College of Science.清華大學畢業生最高榮譽——全校八位獲獎者之一,也是理學院唯一獲獎者。

With the Mei Yi-Chi Memorial Medal at NTHU, May 2026
01Event photograph現場影像With the Mei Yi-Chi Memorial Medal at NTHU, May 2026於清華大學手持梅貽琦紀念獎章,2026 年 5 月NTHU · 2026.05.30 · MEI YI-CHI MEDAL
022026

2nd — Imageomics: Sentinel Beetles第二名 — Imageomics:哨兵甲蟲

NSF HDR Scientific-MOOD Challenge · Year 2NSF HDR Scientific-MOOD Challenge · 第二屆

Team 20iterations placed second in Imageomics: Sentinel Beetles and tied fourth overall.20iterations 團隊於 Imageomics: Sentinel Beetles 項目獲第二名,總排名並列第四。

Imageomics: Sentinel Beetles leaderboard excerpt showing 20iterations in second place
01Leaderboard excerpt · supporting evidence榜單節錄 · 佐證Imageomics: Sentinel Beetles leaderboard excerpt showing 20iterations in second placeImageomics:哨兵甲蟲榜單節錄,20iterations 位列第二
032026

3rd — Scientific-MOOD Taiwan local hackathon第三名 — Scientific-MOOD 臺灣區黑客松

Climate Prediction using Ecological Data Track生態資料氣候預測項目

Third place in the Taiwan local hackathon's ecology-and-climate track. The named certificate is dated 14 January 2026; this local result is distinct from the global Year 2 result.於臺灣區黑客松的生態資料氣候預測項目獲第三名;具名證書日期為 2026 年 1 月 14 日。此為區域賽,與第二屆全球賽成績分開呈現。

Scientific-MOOD Taiwan local hackathon, ecology-and-climate track third place
01Event photograph現場影像Scientific-MOOD Taiwan local hackathon, ecology-and-climate track third placeScientific-MOOD 臺灣區黑客松生態氣候項目第三名TAIWAN · 2026.01.14 · LOCAL TRACK THIRD
Scientific-MOOD Taiwan local third-place certificate naming Chi-Wei Lee, dated 14 January 2026
02Certificate · primary evidence證書 · 主要佐證Scientific-MOOD Taiwan local third-place certificate naming Chi-Wei Lee, dated 14 January 2026Scientific-MOOD 臺灣區第三名具名證書,日期為 2026 年 1 月 14 日
042025

2nd overall — NSF HDR ML Challenge總排名第二 — NSF HDR ML Challenge

NSF HDR ML Challenge · Year 1NSF HDR ML Challenge · 首屆

Led a six-person team to second place in the Year 1 overall competition. The challenge drew more than 600 participating teams across its three datasets; we were invited to present at the AAAI-25 Workshop in Philadelphia.帶領六人團隊獲首屆總排名第二。該賽事三項資料集合計吸引 600 支以上參賽隊伍;團隊並受邀於費城 AAAI-25 Workshop 發表。

Team 20iterations at the AAAI-25 workshop in Philadelphia
01Event photograph現場影像Team 20iterations at the AAAI-25 workshop in Philadelphia20iterations 團隊於費城 AAAI-25 workshopPHILADELPHIA · 2025.03.04 · AAAI-25
NSF HDR ML Challenge Year 1 Overall Second Place certificate
02Certificate · primary evidence證書 · 主要佐證NSF HDR ML Challenge Year 1 Overall Second Place certificateNSF HDR ML Challenge 首屆總排名第二證書
A3D3 Gravitational-Wave Challenge Second Place certificate naming Chi-Wei Lee
03Certificate · track result證書 · 分項成績A3D3 Gravitational-Wave Challenge Second Place certificate naming Chi-Wei LeeA3D3 重力波項目第二名證書,具名 Chi-Wei Lee
052025

1st place — Mei-Chu Hackathon第一名 — 梅竹黑客松

Maker Track創客交流組

A wearable-and-app system modelling walking trajectories for dementia safety monitoring.以穿戴裝置結合行動應用,建模失智症患者的行走軌跡並進行安全監測。

First place, Maker Track, 2025 Mei-Chu Hackathon
01Event photograph現場影像First place, Maker Track, 2025 Mei-Chu Hackathon2025 梅竹黑客松創客交流組第一名HSINCHU · 2025 · MAKER TRACK FIRST PLACE
062025

Finalist — Hsinchu Policy Hackathon決賽入圍 — 新竹政策黑客松

Technology Co-creation, Smart Hsinchu · 32iterations科技共創,智匯新竹 · 32iterations

Selected for the final round as team 32iterations. The evidence is the organiser's finalist notification; this is presented as a team selection, not an individual prize.以 32iterations 團隊獲選進入決賽。圖證為主辦方入圍通知;網站依原始紀錄呈現為團隊入選,不將其誇大為個人獎項。

Hsinchu Policy Hackathon finalist notification for team 32 iterations
01Finalist notice · supporting evidence決賽通知 · 佐證Hsinchu Policy Hackathon finalist notification for team 32 iterations新竹政策黑客松 32 iterations 團隊決賽入圍通知
082023

Gold Medal — iGEM金牌 — iGEM

NTHU-Taiwan · Dry Lab LeadNTHU-Taiwan · Dry Lab 組長

Machine-learning colorectal-cancer screening with an Arduino-integrated diagnostic device. Presented in Paris.以機器學習進行大腸癌篩檢,並整合 Arduino 自動化診斷裝置;成果於巴黎發表。

At the iGEM 2023 Grand Jamboree stage in Paris
01Event photograph現場影像At the iGEM 2023 Grand Jamboree stage in Paris於巴黎 iGEM 2023 Grand Jamboree 舞台PARIS EXPO · 2023.11.02 · iGEM
iGEM 2023 Gold Medal participation certificate
02Certificate · primary evidence證書 · 主要佐證iGEM 2023 Gold Medal participation certificateiGEM 2023 金牌參賽證書
L5b

In the public record公開報導

5 first-party reports · excerpted, not inflated5 則一手報導 · 節錄而不誇飾
With the Mei Yi-Chi Memorial Medal at NTHU, May 2026 National Tsing Hua University · Secretariat國立清華大學 · 秘書處 Eight graduates receive NTHU's highest honour8 位畢業生獲頒清華最高榮譽「梅貽琦獎章」 NTHU's commencement report names Chi-Wei Lee of Physics among eight medal recipients whose work spans research, service and international competition.清華畢典新聞列出全校八位獎章得主,物理系李騏維名列其中;報導概括得主表現橫跨研究、服務與國際競賽。 PRIMARY SOURCE ↗閱讀一手來源 ↗ The six members of team 20iterations before Philadelphia National Tsing Hua University · Interdisciplinary Program of Engineering國立清華大學 · 工學院學士班 20iterations finishes second worldwide清交學生國際黑客松勇奪全球第二 The university report records 609 teams and more than 3,000 model submissions, names Chi-Wei Lee as the student who convened the team, and follows the group to its AAAI-25 presentation.校方報導記錄 609 支隊伍、逾 3,000 次模型上傳,並指出李騏維號召同學組隊,最終赴 AAAI-25 發表成果。
It was unexpected, but I am glad the hard work was rewarded.很開心辛苦都有了回饋。
PRIMARY SOURCE ↗閱讀一手來源 ↗
First place, Maker Track, 2025 Mei-Chu Hackathon Hsinchu City Youth Development Center新竹市青年發展中心 32iterations wins the 2025 Hsinchu × Mei-Chu Hackathon32iterations 勇奪 2025 新竹 × 梅竹黑客松冠軍 The city report describes GuardNet's shoe-mounted sensors, behavioural geofence and abnormal-route alerts, and names Chi-Wei Lee among the winning team.市府新聞說明 GuardNet 的鞋上感測器、數據圍籬與異常路徑通知,並列出李騏維為冠軍團隊成員。 PRIMARY SOURCE ↗閱讀一手來源 ↗ Imageomics: Sentinel Beetles leaderboard excerpt showing 20iterations in second place NSF HDR · official winners recordNSF HDR · 主辦單位得獎公告 20iterations returns with an Imageomics second place20iterations 再奪 Imageomics 項目第二名 The Year 2 winners page lists Lee Chi-Wei on 20iterations: second in Imageomics: Sentinel Beetles and tied fourth in the overall standings.第二屆官方得獎頁將 Lee Chi-Wei 列為 20iterations 成員;團隊於 Imageomics: Sentinel Beetles 獲第二名,總排名並列第四。 PRIMARY SOURCE ↗閱讀一手來源 ↗ Sixteen people, one iGEM Gold Medal NTHU Department of Biomedical Engineering and Environmental Sciences國立清華大學生醫工程與環境科學系 NTHU-Taiwan earns Gold at iGEM 2023NTHU-Taiwan 於 iGEM 2023 獲金牌 The university report records the NanoCircDx project and Gold Medal; the official team page lists Arthur (Chi-Wei Lee) as Dry Lab lead.校方報導記錄 NanoCircDx 專案與金牌成果;iGEM 官方隊伍頁並列 Arthur(李騏維)為 Dry Lab 組長。 PRIMARY SOURCE ↗閱讀一手來源 ↗
L5c

Field work現場

22 DEEDS · 15 SELECTED MILESTONES · 08 HONOURS · 05 PAPERS · 02 FIELD22 筆事蹟 · 15 個精選里程碑 · 獎項與入選 08 · 論文 05 · 現場 02

STIMULUS CONSOLE刺激控制台ESC
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