fix

Author: daoyuan14

_pages/about_yixuan.md

@@ -1,4 +1,4 @@
-[Yixuan Yang](https://scholar.google.com/citations?hl=en&user=06muG4sAAAAJ) has been a Remote Intern at AIS2Lab from Jun 2025 to Feb 2026, partially supported by an open fund. He obtained his Bachelor's degree from Nanjing University of Science and Technology in 2024. He is currently pursuing his MSc degree at the University of Twente and EURECOM. After graduation, he is expected to work as a RA at AIS2Lab starting in Sep 2026 before further pursuing his PhD in Spring or Fall 2027. 
+[Yixuan Yang](https://scholar.google.com/citations?hl=en&user=06muG4sAAAAJ) has been a Remote Intern at AIS2Lab from Jun 2025 to Aug 2026, partially supported by an open fund. He obtained his Bachelor's degree from Nanjing University of Science and Technology in 2024. He is currently pursuing his MSc degree at the University of Twente and EURECOM. After graduation, he is expected to work as a RA at AIS2Lab starting in Sep 2026 before further pursuing his PhD in Spring or Fall 2027. 
 
 He has published in Computers & Security 2025 and finished an [MCP paper](https://arxiv.org/abs/2508.13220) conducted at AIS2Lab.
 

_pages/alumni.md

@@ -31,7 +31,7 @@ nav_order: 3
 
 1. Ms. [Mengjie Chen](https://github.com/SpaceStation09): 2020-21 at CUHK; Next: Mask Network.
 
-2. Mr. [Yuzhou Fang](https://yuzhou-fang.github.io/): 2021-22 at CUHK; Next: RA at UST and PhD student at USC.
+2. Mr. [Yuzhou Fang](https://yuzhou-fang.github.io/): 2021-22 at CUHK; Next: RA at HKUST and PhD student at USC.
 
 
 
@@ -43,7 +43,7 @@ nav_order: 3
 
 3. Mr. [Zimo Ji](https://github.com/yan5ui): 2024 - 2025 at HKUST as a visiting student, co-advised with Prof. Shuai Wang; Next: PhD student at HKUST.
 
-4. Mr. [Yixuan Yang](https://github.com/AIS2Lab/AIS2Lab.github.io/blob/main/_pages/about_yixuan.md): 2025.06 - 2026.02 at Lingnan as a remote intern; Next: RA at Lingnan.
+4. Mr. [Yixuan Yang](https://github.com/AIS2Lab/AIS2Lab.github.io/blob/main/_pages/about_yixuan.md): 2025.06 - 2026.08 at Lingnan as a remote intern; Next: RA at Lingnan.
 
 
 
@@ -72,5 +72,3 @@ nav_order: 3
 1. NTU: [Wei Ma](https://scholar.google.com/citations?hl=en&user=ZubTNs0AAAAJ), [Lyuye Zhang](https://scholar.google.com/citations?hl=en&user=vxDRmJ0AAAAJ), [Ye Liu](https://scholar.google.com/citations?hl=en&user=UlTURB0AAAAJ), [Xiuting Ge](https://scholar.google.com/citations?hl=en&user=KGC6zC8AAAAJ)
 
 2. HKUST: [Xunguang Wang](https://scholar.google.com/citations?user=KNdj9HMAAAAJ&hl=en), [Yiteng Peng](https://scholar.google.com/citations?hl=en&user=A2RsjXQAAAAJ), [Zhenlan Ji](https://scholar.google.com/citations?user=-VQxD1UAAAAJ&hl=en), [Zongjie Li](https://scholar.google.com/citations?user=Sd8mmE0AAAAJ&hl=en), [Kunpeng Zhang](https://scholar.google.com/citations?hl=en&user=hL2k2GcAAAAJ), [Huaijing Wang](https://scholar.google.com/citations?hl=en&user=eO-yR-0AAAAJ), [Wai Kin Wong](https://dblp.org/pid/277/4886.html)
-
-3. NUDT: [Jiarui Chen](https://www.researchgate.net/scientific-contributions/Jiarui-Chen-2318868302)