diff --git a/bibs/header.bib b/bibs/header.bib
index 4bd9337..ef86ee7 100644
--- a/bibs/header.bib
+++ b/bibs/header.bib
@@ -544,7 +544,8 @@
 
 % ----
 @STRING{hotnets     = "{ACM} Workshop on Hot Topics in Networks ({HotNets})" }
-@STRING{hotnets19   = hotcloud # ", Princeton, New Jersey"}
+@STRING{hotnets19   = hotnets # ", Princeton, New Jersey"}
+@STRING{hotnets23   = hotnets # ", Cambridge, Massachusetts"}
 
 % ----
 @STRING{eucrypt     = "{IACR} {I}nternational {C}onference on the {T}heory and
diff --git a/bibs/myrefs.bib b/bibs/myrefs.bib
index a4960a7..a07d17a 100644
--- a/bibs/myrefs.bib
+++ b/bibs/myrefs.bib
@@ -1,4 +1,12 @@
 %%%%%%%%%%%%%%%%%%%%%%%%%%%% UNPUBLISHED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@unpublished{KH23,
+  title  = {A Type System for Numerical Error Analysis},
+  author = {Ariel Kellison and Justin Hsu},
+  year   = 2023,
+  jh     = yes,
+  jhsite = yes,
+}
+
 @unpublished{AH23,
   title  = {Separated and Shared Effects in Higher-Order Languages},
   author = {Azevedo de Amorim, Pedro H. and Hsu, Justin},
@@ -108,6 +116,19 @@
 }
 
 %%%%%%%%%%%%%%%%%%%%%%%%%%%% CONFERENCES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@inproceedings{GGH23,
+  title  = {Expressive Policies For Microservice Networks},
+  author = {Grewal, Karuna and Godfrey, Brighten and Hsu, Justin},
+  year     = 2023,
+  booktitle = hotnets23,
+  reviewed = yes,
+  url = {https://dl.acm.org/doi/10.1145/3626111.3628181},
+  jh       = yes,
+  jhsite = yes,
+  doi = {10.1145/3626111.3628181},
+  pages ={280--286},
+}
+
 @article{BLH23,
   title  = {Cutting the Cake: A Language for Fair Division},
   author = {Bertram, Noah and Levinson, Alex and Hsu, Justin},
@@ -164,6 +185,7 @@
   jh     = yes,
   jhsite = yes,
   reviewed  = yes,
+  acceptance = {51/209=0.24},
   note = "Distinguished Paper Award."
 }
 
@@ -182,6 +204,7 @@
   jh     = yes,
   jhsite = yes,
   reviewed  = yes,
+  acceptance = {68/330=0.20},
 }
 
 @article{BGHT21,
@@ -256,6 +279,7 @@
   jh     = yes,
   jhsite = yes,
   reviewed  = yes,
+  acceptance = {115/952=0.12},
 }
 
 @article{ABHKKM19,
@@ -1236,6 +1260,19 @@ inproceedings{HHRRW14,
 }
 
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% SURVEYS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@misc{plp-blog-ct,
+  title = {Teaching Category Theory to Computer Scientists},
+  author = {Hsu, Justin},
+  url = {https://blog.sigplan.org/2023/04/04/teaching-category-theory-to-computer-scientists/},
+  howpublished = {{SIGPLAN} {PL} {P}erspectives},
+  year = 2023,
+  month = apr,
+  jh=yes,
+  jhsite = yes,
+  reviewed=no,
+  note = {https://blog.sigplan.org/2023/04/04/teaching-category-theory-to-computer-scientists/},
+}
+
 @misc{plp-blog-plmw,
   title = {Programming Languages Mentoring Workshop: Ten Years Later},
   author = {Balzer, Stephanie and
@@ -1348,6 +1385,14 @@ inproceedings{HHRRW14,
 }
 
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% TALKS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+@talk{njpls23-talk,
+  title = {Cutting the Cake: A Language for Fair Division},
+  organization = {New Jersey Programming Languages and Systems Seminar ({NJPLS})},
+  year = 2023,
+  month = may,
+  jh = yes,
+}
+
 @talk{neu23-talk,
   title = {Separation Logics for Probabilistic Programs},
   organization = {{PRL} Seminar, Northeastern University},
diff --git a/content/news.md b/content/news.md
index 721115a..69e1e82 100644
--- a/content/news.md
+++ b/content/news.md
@@ -1,16 +1,13 @@
++ **09/2023** **Expressive Policies for Microservice Networks** to appear at
+  **HotNets 2023**. Congrats Karuna!
++ **08/2023** This fall, I am once again co-teaching 🐫[**Data Structures and
+  Functional Programming (CS 3110)**](https://www.cs.cornell.edu/courses/cs3110/2023sp/)🐫
+  with Dexter Kozen.
 + **03/2023** **Cutting the Cake: A Language for Fair Division** to appear at
-  **PLDI 2023**.
+  **PLDI 2023**. Congrats Noah!
 + **01/2023** This spring, I am co-teaching 🐫[**Data Structures and Functional
   Programming (CS 3110)**](https://www.cs.cornell.edu/courses/cs3110/2023sp/)🐫
   with Dexter Kozen.
 + **11/2022** My domain is moving to `www.justinhsu.net`. You can reach me at
   **new email address** `email@justinhsu.net`, or at `justin@cs.cornell.edu`. My
   current email **will soon stop working**!
-+ **08/2022** Our paper **Data-Driven Invariant Learning for Probabilistic
-  Programs** received a Distinguished Paper Award at **CAV 2022**!
-+ **08/2022** This fall, I am teaching [**Category Theory for Computer
-  Scientists (CS 6117)**](https://www.cs.cornell.edu/courses/cs6117/2022fa/)!
-+ **07/2022** **Symbolic Execution for Randomized Programs** to
-  appear at **OOPSLA 2022**.
-+ **05/2022** **Data-Driven Invariant Learning for Probabilistic Programs** to
-  appear at **CAV 2022**.