diff --git a/_bibliography/papers.bib b/_bibliography/papers.bib
index d5355f857607..a5ec4ed25e70 100644
--- a/_bibliography/papers.bib
+++ b/_bibliography/papers.bib
@@ -40,7 +40,7 @@ @InProceedings{ai2023invariance
     editor="Ang Jr, Marcelo H.
     and Khatib, Oussama",
     title="Invariance is Key to Generalization: Examining the Role of Representation in Sim-to-Real Transfer for Visual Navigation",
-    booktitle="International Symposium on Experimental Robotics",
+    booktitle="International Symposium on Experimental Robotics (ISER)",
     year="2023",
     publisher="Springer Nature Switzerland",
     address="Cham",
@@ -50,7 +50,7 @@ @InProceedings{ai2023invariance
     pdf={https://arxiv.org/abs/2310.15020},
     selected={true},
     preview={2023ISER-SEER.gif},
-    note={Published within [Springer Proceedings in Advanced Robotics](https://link.springer.com/chapter/10.1007/978-3-031-63596-0_7).}
+    note={Published within [Springer Proceedings in Advanced Robotics (SPAR)](https://link.springer.com/chapter/10.1007/978-3-031-63596-0_7).}
 }
 
 @inproceedings{
@@ -115,10 +115,7 @@ @inproceedings{ai2022whodunit
                   Pengfei Liu and
                   Ruifeng Xu},
   title        = {Whodunit? Learning to Contrast for Authorship Attribution},
-  booktitle    = {Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the
-                  Association for Computational Linguistics and the 12th International
-                  Joint Conference on Natural Language Processing, {AACL/IJCNLP} 2022
-                  - Volume 1: Long Papers, Online Only, November 20-23, 2022},
+  booktitle    = {International Joint Conference on Natural Language Processing (IJCNLP)},
   pages        = {1142--1157},
   publisher    = {Association for Computational Linguistics},
   year         = {2022},
diff --git a/_pages/about.md b/_pages/about.md
index 9f9327945e76..a5099b6889a0 100644
--- a/_pages/about.md
+++ b/_pages/about.md
@@ -17,8 +17,8 @@ selected_papers: true # includes a list of papers marked as "selected={true}"
 social: true # includes social icons at the bottom of the page
 ---
 
-I am an incoming PhD student in Computer Science and Engineering at UC San Diego, advised by [Hao Su](https://cseweb.ucsd.edu/~haosu/). I am interested in learning dynamics models, large-scale policy learning, and long-horizon skill composition for challenging mobile manipulation tasks.
+I am an incoming PhD student in Computer Science and Engineering at UC San Diego, advised by [Hao Su](https://cseweb.ucsd.edu/~haosu/). I am interested in world model learning, large-scale policy learning, and long-horizon skill composition for challenging mobile manipulation tasks.
 
-I obtained my Bachelor's degree in Computer Science and Statistics from the National University of Singapore under the Turing Program, where I worked with [David Hsu](https://www.comp.nus.edu.sg/~dyhsu/) on long-distance visual navigation using a [Spot](https://bostondynamics.com/products/spot/) robot. I was also a visiting student at the [Stanford Vision and Learning Lab](https://svl.stanford.edu/), where I worked with [Yunzhu Li](https://yunzhuli.github.io/) and [Jiajun Wu](https://jiajunwu.com/). 
+I obtained my Bachelor’s degree with a double major in Computer Science and Statistics from the National University of Singapore under the Turing Program, where I worked with [David Hsu](https://www.comp.nus.edu.sg/~dyhsu/) on long-range navigation using a [Spot](https://bostondynamics.com/products/spot/) robot. I was also a visiting student at the [Stanford Vision and Learning Lab](https://svl.stanford.edu/), where I worked with [Yunzhu Li](https://yunzhuli.github.io/) and [Jiajun Wu](https://jiajunwu.com/). 
 
 [//]: # (Link to your social media connections, too. This theme is set up to use [Font Awesome icons](https://fontawesome.com/) and [Academicons](https://jpswalsh.github.io/academicons/), like the ones below. Add your Facebook, Twitter, LinkedIn, Google Scholar, or just disable all of them.)