diff --git a/_cite/.cache/cache.db b/_cite/.cache/cache.db
index 0c0ea88..9dfbb8a 100644
Binary files a/_cite/.cache/cache.db and b/_cite/.cache/cache.db differ
diff --git a/_data/citations.yaml b/_data/citations.yaml
index cd10f7d..4ef39cb 100644
--- a/_data/citations.yaml
+++ b/_data/citations.yaml
@@ -28,7 +28,7 @@
   - Zhiding Yu
   - Alexey Tumanov
   publisher: arXiv
-  date: '2025-02-21'
+  date: '2025-08-14'
   link: https://arxiv.org/abs/2502.14051
   image: images/publication_thumbnails/rocketkv.png
   plugin: sources.py
@@ -40,20 +40,20 @@
   - Amey Agrawal
   - Haoran Qiu
   - Junda Chen
-  - "\xCD\xF1igo Goiri"
+  - "\xC3\x8D\xC3\xB1igo Goiri"
   - Chaojie Zhang
   - Rayyan Shahid
   - Ramachandran Ramjee
   - Alexey Tumanov
   - Esha Choukse
   publisher: arXiv
-  date: '2025-05-12'
+  date: '2025-06-23'
   link: https://arxiv.org/abs/2409.17264
   image: images/publication_thumbnails/medha.png
   plugin: sources.py
   file: sources.yaml
 - id: arxiv:2407.06167
-  title: 'D{\epsilon}pS: Delayed {\epsilon}-Shrinking for Faster Once-For-All Training'
+  title: "D\xCE\xB5pS: Delayed \xCE\xB5-Shrinking for Faster Once-For-All Training"
   authors:
   - Aditya Annavajjala
   - Alind Khare
@@ -349,16 +349,18 @@
   plugin: sources.py
   file: sources.yaml
 - id: arxiv:2310.15938
-  title: 'ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation'
+  title: 'STRIDE: Structure and Embedding Distillation with Attention for Graph Neural
+    Networks'
   authors:
   - Anshul Ahluwalia
-  - Rohit Das
   - Payman Behnam
+  - Rohit Das
   - Alind Khare
+  - Biswadeep Chakraborty
   - Pan Li
   - Alexey Tumanov
   publisher: arXiv
-  date: '2023-10-25'
+  date: '2025-08-19'
   link: https://arxiv.org/abs/2310.15938
   image: images/publication_thumbnails/abkd.png
   plugin: sources.py
diff --git a/_members/dhruv-garg.md b/_members/dhruv-garg.md
index 3921036..54e88d3 100644
--- a/_members/dhruv-garg.md
+++ b/_members/dhruv-garg.md
@@ -1,9 +1,12 @@
 ---
 name: Dhruv Garg
-image: https://media.licdn.com/dms/image/D5603AQEZtG7sR73iBg/profile-displayphoto-shrink_400_400/0/1685509104851?e=1715817600&v=beta&t=KRbmujzSe8bwmVkfkooDKnXZzLnaY3qP_WGlzRMpRNU
+image: https://dhruvsgarg.github.io/images/profile.png
 role: phd
 links:
-  home-page: https://www.linkedin.com/in/dhruvsgarg/
+  home-page: https://dhruvsgarg.github.io/
 ---
 
-CS Grad specializing in Computing Systems.
\ No newline at end of file
+Hi — I'm Dhruv Garg, a third year PhD student in Computer Science at Georgia
+Tech. I am advised by Prof. Alexey Tumanov and Prof. Ada Gavrilovska.
+
+My research focuses on two parts of Systems for Machine Learning. These include Efficient ML Model Serving and Robust Federated Learning.
\ No newline at end of file