diff --git a/MAINTAINING.md b/MAINTAINING.md
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+# 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 `
`**。
+
+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
index 9a72a3719b..a926d303a2 100644
--- 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
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diff --git a/_data/group1.jpg b/_data/group1.jpg
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diff --git a/_data/navigation.yml b/_data/navigation.yml
index e477dc319f..d5e4763b7e 100644
--- 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
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diff --git a/_data/pnas2025.jpg b/_data/pnas2025.jpg
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diff --git a/_data/publications.yml b/_data/publications.yml
new file mode 100644
index 0000000000..d0b2b35866
--- /dev/null
+++ 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
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@@ -9,6 +9,13 @@
+
+
+
+
+
+
+