RayeRen · kelvinfkr · Apr 25, 2024 · Apr 25, 2024 · Apr 25, 2024 · Apr 25, 2024
diff --git a/MAINTAINING.md b/MAINTAINING.md
@@ -0,0 +1,43 @@
+# 维护指南 / Maintenance Guide
+
+这个主页大部分内容都可以**只改文本文件**完成，不需要写 HTML/CSS。
+Most updates only require editing a text file — no HTML/CSS needed.
+
+## 1. 增删论文 / Publications
+编辑 **`_data/publications.yml`**。复制一段，改字段即可（`venue` 徽标、`title`
+标题、`url` 链接、`title_zh` 中文标题、`authors` 作者、`highlights` 要点）。
+卡片由 `_includes/pub_list.html` 自动渲染，**不要手写 `<div class="paper-box">`**。
+
+Edit **`_data/publications.yml`**: copy a block, edit the fields. Cards are
+rendered automatically by `_includes/pub_list.html`.
+
+## 2. 更新新闻 / News
+编辑 `_pages/includes/news.md`（普通 Markdown 列表）。
+
+## 3. 个人简介 / Intro
+编辑 `_pages/includes/intro.md`。
+
+## 4. 团队成员 / Teammates
+编辑 `_pages/includes/Student.md`。
+
+## 5. 外观与主题 / Look & feel
+所有「fancy」样式集中在两个独立文件里，和主题构建解耦，改起来安全：
+All visual enhancements live in two decoupled files:
+
+- **`assets/css/extra.css`** — 配色、圆角、阴影、卡片、暗色模式
+  (colours, cards, shadows, **dark mode**). 顶部的 `:root` 变量可一键换色。
+- **`assets/js/extra.js`** — 暗色切换、阅读进度条、回到顶部、滚动浮现、导航高亮
+  (theme toggle, reading-progress bar, back-to-top, scroll-reveal, active nav).
+
+想换主色，只改 `extra.css` 里的 `--accent` / `--accent-2` 两个变量即可。
+To re-brand, change `--accent` / `--accent-2` at the top of `extra.css`.
+
+## 6. 本地预览 / Local preview
+```bash
+bundle install
+bundle exec jekyll serve   # http://localhost:4000
+```
+> 若使用 Ruby 3.2+ 遇到 `tainted?` / `logger` 报错，请将 Ruby 切到 3.1，
+> 或升级 `Gemfile` 中的 Jekyll。GitHub Pages 线上构建不受影响。
+> On Ruby 3.2+ you may hit `tainted?`/`logger` errors from the old Jekyll
+> pin; use Ruby 3.1 locally or bump Jekyll. GitHub Pages builds are fine.
diff --git a/_config.yml b/_config.yml
@@ -6,9 +6,9 @@
 # `jekyll serve`. If you change this file, please restart the server process.
 
 # Site Settings
-title                    : "Yi Ren (任意)"
-description              : "Research scientist in TikTok, Data-Speech Dept. Focusing on speech, NLP and music."
-repository               : "rayeren/rayeren.github.io"
+title                    : "Kairui Feng(冯恺睿)"
+description              : "Professor at The National Key Laboratory of Autonomous Intelligent Unmanned Systems, Tongji Univesrity."
+repository               : "kelvinfkr/kelvinfkr.github.io"
 google_scholar_stats_use_cdn : true
 
 # google analytics
@@ -21,14 +21,14 @@ baidu_site_verification  : code-ZxFK3f4pfb
 
 # Site Author
 author:
-  name             : "Yi Ren (任意)"
+  name             : "Kairui Feng (冯恺睿)"
   avatar           : "images/ry_profile.jpeg"
-  bio              : "TikTok"
-  location         : "Singapore"
+  bio              : "Tongji University"
+  location         : "Shanghai"
   employer         :
   pubmed           : 
-  googlescholar    : "https://scholar.google.com/citations?user=4FA6C0AAAAAJ"
-  email            : "rayeren613@gmail.com"
+  googlescholar    : "https://scholar.google.com/citations?user=4N5hE8YAAAAJ"
+  email            : "kelvinfkr2024@outlook.com"
   researchgate     :  # example: "https://www.researchgate.net/profile/yourprofile"
   uri              :
   bitbucket        :
@@ -37,15 +37,15 @@ author:
   flickr           :
   facebook         :
   foursquare       :
-  github           : "RayeRen"
+  github           : "kelvinfkr"
   google_plus      :
   keybase          :
   instagram        :
   impactstory      : #"https://profiles.impactstory.org/u/xxxx-xxxx-xxxx-xxxx"
   lastfm           :
-  linkedin         : "rayeren"
-  dblp             : "https://dblp.org/pid/75/6568-6.html"
-  orcid            : "https://orcid.org/0000-0002-9160-3848"
+  linkedin         : 
+  dblp             : 
+  orcid            : "https://orcid.org/0000-0001-8978-2480"
   pinterest        :
   soundcloud       :
   stackoverflow    : # http://stackoverflow.com/users/123456/username

diff --git a/_data/Xuxiaohan.jpg b/_data/Xuxiaohan.jpg
diff --git a/_data/group1.jpg b/_data/group1.jpg
diff --git a/_data/navigation.yml b/_data/navigation.yml
@@ -7,16 +7,7 @@ main:
     url: "/#-news"
 
   - title: "Publications"
-    url: "/#-publications"
+    url: "/#-pub"
 
-  - title: "Honors and Awards"
-    url: "/#-honors-and-awards"
-
-  - title: "Educations"
-    url: "/#-educations"
-
-  - title: "Invited Talks"
-    url: "/#-invited-talks"
-
-  - title: "Internships"
-    url: "/#-internships"
+  - title: "Team Mate"
+    url: "/#-Student"
diff --git a/_data/nc2025.jpg b/_data/nc2025.jpg
diff --git a/_data/nc2025.tiff b/_data/nc2025.tiff
diff --git a/_data/pnas2025.jpg b/_data/pnas2025.jpg
diff --git a/_data/publications.yml b/_data/publications.yml
@@ -0,0 +1,82 @@
+# =============================================================================
+#  Selected publications / 代表性论文
+# -----------------------------------------------------------------------------
+#  To add a paper, copy one block below and edit the fields. No HTML needed.
+#  添加论文：复制下面任意一段，修改字段即可，无需写 HTML。
+#
+#  venue      : badge shown on the thumbnail  (徽标，如 PNAS / Nature Communications)
+#  image      : thumbnail URL                 (缩略图链接)
+#  title      : paper title (English)         (英文标题，作为链接文字)
+#  url        : link to the paper             (论文链接)
+#  title_zh   : Chinese title (optional)      (中文标题，可留空)
+#  authors    : author list (markdown ok)     (作者，支持 **加粗**)
+#  highlights : bullet points (markdown ok)   (要点，支持链接/加粗，中英可写两行)
+#  extra      : extra markdown line (optional) (额外说明，如数据集下载，可留空)
+# =============================================================================
+
+- venue: "PNAS"
+  image: "https://raw.githubusercontent.com/kelvinfkr/kelvinfkr.github.io/refs/heads/main/_data/pnas2025.jpg"
+  title: "Reinforcement learning–based adaptive strategies for climate change adaptation: An application for coastal flood risk management"
+  url: "https://www.pnas.org/doi/10.1073/pnas.2402826122"
+  title_zh: "《基于强化学习的自适应气候适应策略：纽约曼哈顿海岸洪水风险管理应用》"
+  authors: "**Kairui Feng**, Ning Lin, et al."
+  highlights:
+    - |-
+      Reinforcement learning reduces coastal flood adaptation costs by up to 77%.
+      强化学习可将沿海洪水适应成本最多降低77%。
+    - |-
+      RL integrates protection, accommodation, and retreat strategies for higher efficiency.
+      强化学习整合防护、适应与退避策略，提升经济效益。
+    - |-
+      RL effectively controls tail risks and adapts to climate uncertainties.
+      强化学习有效控制尾部风险，适应气候不确定性。
+
+- venue: "Nature Communications"
+  image: "https://raw.githubusercontent.com/kelvinfkr/kelvinfkr.github.io/refs/heads/main/_data/nc2025.jpg"
+  title: "Hurricane Ida’s blackout-heatwave compound risk in a changing climate"
+  url: "https://www.nature.com/articles/s41467-025-59737-8"
+  title_zh: "《气候变化背景下飓风“艾达”引发的停电-热浪复合风险评估》"
+  authors: "**Kairui Feng**, Ning Lin, et al."
+  highlights:
+    - |-
+      Return period of Ida-like compound events drops from 278 to 16.2 years under SSP5-8.5.
+      “艾达级”复合灾害重现期将从278年降至16.2年（SSP5-8.5）
+    - |-
+      Heatwave intensification is the dominant driver, increasing risk by 3–5 times.
+      热浪增强是风险上升的主要驱动因素，可使风险提升3–5倍
+    - |-
+      Study informs grid resilience and adaptation strategies, such as levee upgrades and distributed energy systems
+      研究为电网韧性提升与气候适应策略（如加高海堤、分布式能源）提供量化依据
+
+- venue: "Nature Communications"
+  image: "https://media.springernature.com/full/springer-static/image/art%3A10.1038%2Fs41467-022-32018-4/MediaObjects/41467_2022_32018_Fig3_HTML.png"
+  title: "Tropical cyclone-blackout-heatwave compound hazard resilience in a changing climate"
+  url: "https://doi.org/10.1038/s41467-022-32018-4"
+  title_zh: "《气候变化下台风-停电-热浪复合灾害韧性研究》"
+  authors: "**Kairui Feng**, Min Ouyang, Ning Lin"
+  highlights:
+    - |-
+      Developed a pioneering model to project power outage resilience under evolving climate conditions.
+      构建了创新模型，预测气候变化背景下电网停电韧性。
+    - |-
+      Proposed a cost-effective strategy to strengthen power systems against compound climate risks.
+      提出低成本强化电力系统应对复合气候灾害的策略。
+    - "Featured by [NSF](https://beta.nsf.gov/news/burying-short-sections-power-lines-could-drastically-reduce-hurricanes-impact-coastal), [The Hill](https://thehill.com/changing-america/resilience/natural-disasters/3606490-burying-just-5-percent-of-power-lines-would-improve-resilience-in-hurricane-prone-regions/), [Yahoo](http://ct.moreover.com/?a=48516502277&p=1pl&v=1&x=8SKzgY8upwY5q_fLSs922Q), [Mirage](http://ct.moreover.com/?a=48509341316&p=1pl&v=1&x=QTjKY8U3xGAsjn1-uI2XWg), [Vox](https://www.vox.com/energy-and-environment/2017/9/14/16301836/florida-irma-harvey-blackouts), etc."
+
+- venue: "NeurIPS"
+  image: "https://github.com/neuralchen/RainNet/raw/main/docs/img/HRGT_201009539_201009571.webp"
+  title: "RainNet: A large-scale imagery dataset and benchmark for spatial precipitation downscaling"
+  url: "https://proceedings.neurips.cc/paper_files/paper/2022/file/3fbf0c1ea0716c03dea93bb6be78dd6f-Paper-Conference.pdf"
+  title_zh: "《RainNet：空间降尺度降水图像数据集与基准》"
+  authors: "Xuanhong Chen, **Kairui Feng (co-first)**, et al."
+  highlights:
+    - |-
+      Compiled a comprehensive real-world precipitation dataset (1979–2018).
+      收集并整理覆盖1979–2018年的大规模实测降水数据集。
+    - |-
+      Evaluated multiple downscaling methods to accurately model high-resolution rainfall patterns.
+      系统评估多种降尺度方法，提升高分辨率降水预测精度。
+    - |-
+      Provided high-resolution (4km) rainfall dataset and benchmark tools.
+      公布高分辨率（4km）降水数据及评估基准。
+  extra: "Download 数据集: [Google Drive](https://drive.google.com/file/d/1cvzT3n9N7o06YhykdakOsboyqwTavkEP/view) \\| 代码仓库: [Github](https://github.com/neuralchen/RainNet?tab=readme-ov-file)."
diff --git a/_includes/head/custom.html b/_includes/head/custom.html
@@ -9,6 +9,13 @@
 <meta name="theme-color" content="#ffffff">
 <link rel="stylesheet" href="assets/css/academicons.css"/>
 
+<!-- Fancy visual layer: web font + enhancement stylesheet + script (see assets/css/extra.css) -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap">
+<link rel="stylesheet" href="assets/css/extra.css"/>
+<script defer src="assets/js/extra.js"></script>
+
 <script type="text/x-mathjax-config"> MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: "all" } } }); </script>
 <script type="text/x-mathjax-config">
   MathJax.Hub.Config({

diff --git a/_includes/pub_list.html b/_includes/pub_list.html
@@ -0,0 +1,20 @@
+{%- comment -%}
+  Renders the publication cards from _data/publications.yml.
+  从 _data/publications.yml 读取并渲染论文卡片。编辑论文请改 YAML，不要改这里。
+{%- endcomment -%}
+{% for p in site.data.publications %}
+<div class='paper-box'><div class='paper-box-image'><div><div class="badge">{{ p.venue }}</div><img src='{{ p.image }}' alt="{{ p.title | strip_html | escape }}" width="100%"></div></div> <div class='paper-box-text'>
+{%- capture pub_md -%}
+[{{ p.title }}]({{ p.url }})
+
+{% if p.title_zh %}{{ p.title_zh }}
+
+{% endif %}{{ p.authors }}
+
+{% for h in p.highlights %}- {{ h }}
+
+{% endfor %}{% if p.extra %}{{ p.extra }}{% endif %}
+{%- endcapture -%}
+{{ pub_md | markdownify }}
+</div> </div>
+{% endfor %}
diff --git a/_pages/about.md b/_pages/about.md
@@ -8,15 +8,15 @@ redirect_from:
   - /about.html
 ---
 
-<span class='anchor' id='about-me'></span>
+<span class="anchor" id="about-me"></span>
 {% include_relative includes/intro.md %}
 
-If you like the template of this homepage, welcome to star and fork my open-sourced template version [AcadHomepage ![](https://img.shields.io/github/stars/RayeRen/acad-homepage.github.io?style=social)](https://github.com/RayeRen/acad-homepage.github.io).
-
+<span class="anchor" id="-news"></span>
 {% include_relative includes/news.md %}
 
+<span class="anchor" id="-pub"></span>
 {% include_relative includes/pub.md %}
 
-{% include_relative includes/honers.md %}
+<span class="anchor" id="-Student"></span>
+{% include_relative includes/Student.md %}
 
-{% include_relative includes/others.md %}