diff --git a/_bibliography/papers.bib b/_bibliography/papers.bib
index 6ba6a87..9d30a55 100644
--- a/_bibliography/papers.bib
+++ b/_bibliography/papers.bib
@@ -71,7 +71,7 @@ @inproceedings{mahdavi2024revisiting
   booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
   pages={7410--7414},
   year={2024},  
-  selected={true},  
+  selected={false},  
   organization={IEEE}
 }
 
@@ -84,7 +84,7 @@ @inproceedings{xu2024self
   pages={1339--1349},
   year={2024},
   pdf={https://openaccess.thecvf.com/content/WACV2024/papers/Xu_Self-Supervised_Relation_Alignment_for_Scene_Graph_Generation_WACV_2024_paper.pdf},
-  selected={true}
+  selected={false}
 }
 
 @article{liao2022gaussian,
@@ -192,8 +192,9 @@ @inproceedings{ravi2023vlc
   author={Ravi, Sahithya and Chinchure, Aditya and Sigal, Leonid and Liao, Renjie and Shwartz, Vered},
   booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision},
   pdf={https://openaccess.thecvf.com/content/WACV2023/papers/Ravi_VLC-BERT_Visual_Question_Answering_With_Contextualized_Commonsense_Knowledge_WACV_2023_paper.pdf},
-  %code={https://github.com/DSL-Lab/Specformer},
+  code={https://github.com/aditya10/VLC-BERT},
   pages={1155--1165},
+  selected={false},
   year={2023}
 }
 
@@ -205,7 +206,8 @@ @inproceedings{sun2023neuralbf
   booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
   pages={551--560},
   pdf={https://openaccess.thecvf.com/content/WACV2023/papers/Sun_NeuralBF_Neural_Bilateral_Filtering_for_Top-Down_Instance_Segmentation_on_Point_WACV_2023_paper.pdf},
-  html={https://neuralbf.github.io/},  
+  html={https://neuralbf.github.io/},
+  selected={false},
   year={2023}
 }
 
diff --git a/_pages/member.md b/_pages/member.md
index 82b94f0..2500a86 100644
--- a/_pages/member.md
+++ b/_pages/member.md
@@ -53,7 +53,7 @@ nav_order: 3
 - Xue Yu (Stats PhD at Renmin University of China)
 - [Deyu Bo](https://bdy9527.github.io/) (CS PhD at Beijing University of Posts and Telecommunications, now research fellow at National University of Singapore)
 - Zhengyang Liang (CS Undergrad at Tongji University)
-- Joshua White (ENPH Undergrad at UBC, now Engineer at Tesla)
+- Joshua White (EnPh Undergrad at UBC, now Engineer at Tesla)
 
 
 **Collaborating Students**