diff --git a/CITATION.cff b/CITATION.cff
index 6d3bcbb..37f3a4c 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,19 +1,19 @@
 cff-version: 1.2.0
-title: "XBTorch: A Framework for Optimization and Study of Emerging Neuromorphic Systems"
+title: "XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators"
 message: "If you use this software, please cite it as below."
 authors:
   - family-names: Yousuf
     given-names: Osama
-    affiliation: George Washington University / Western Digital Research
+    affiliation: George Washington University / DEVCOM Army Research Laboratory / Western Digital Research
   - family-names: Glasmann
     given-names: Andreu L.
     affiliation: DEVCOM Army Research Laboratory
-  - family-names: Najmaei
-    given-names: Sina
-    affiliation: DEVCOM Army Research Laboratory
   - family-names: Lueker-Boden
     given-names: Martin
     affiliation: Western Digital Research
+  - family-names: Najmaei
+    given-names: Sina
+    affiliation: DEVCOM Army Research Laboratory
   - family-names: Adam
     given-names: Gina C.
     affiliation: George Washington University
diff --git a/README.md b/README.md
index bf4ecfa..5054bde 100644
--- a/README.md
+++ b/README.md
@@ -86,8 +86,8 @@ If you use this library, please cite this repository according to the informatio
 
 ```bibtex
 @inproceedings{yousuf2025xbtorch,
-  author    = {Yousuf, Osama and Glasmann, Andreu L. and Najmaei, Sina and Lueker-Boden, Martin and Adam, Gina C.},
-  title     = {XBTorch: A Framework for Optimization and Study of Emerging Neuromorphic Systems},
+  author    = {Yousuf, Osama and Glasmann, Andreu L. and Lueker-Boden, Martin and Najmaei, Sina and Adam, Gina C.},
+  title     = {XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators},
   booktitle = {arXiv},
   year      = {2025},
   url       = {https://arxiv.org/abs/XYZ}
diff --git a/docs/citation.rst b/docs/citation.rst
index 28f7fe2..ac63223 100644
--- a/docs/citation.rst
+++ b/docs/citation.rst
@@ -6,8 +6,8 @@ If you use **XBTorch** in your research, please cite:
 .. code-block:: bibtex
 
    @inproceedings{yousuf2025xbtorch,
-     author    = {Yousuf, Osama and Glasmann, Andreu L. and Najmaei, Sina and Lueker-Boden, Martin and Adam, Gina C.},
-     title     = {XBTorch: A Framework for Optimization and Study of Emerging Neuromorphic Systems},
+     author    = {Yousuf, Osama and Glasmann, Andreu L. and Lueker-Boden, Martin and Najmaei, Sina and Adam, Gina C.},
+     title     = {XBTorch: XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators},
      booktitle = {arXiv},
      year      = {2025},
      url       = {https://arxiv.org/abs/XYZ}
diff --git a/docs/index.rst b/docs/index.rst
index 828aa9f..18d7614 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -51,7 +51,7 @@ XBTorch was introduced in:
 .. note::
 
     O. Yousuf.
-    *"XBTorch: A Framework for Optimization and Study of Emerging Neuromorphic Systems"*.  
+    *"XBTorch: XBTorch: A Unified Framework for Modeling and Co-Design of Crossbar-Based Deep Learning Accelerators"*.  
     TBD. https://arxiv.org/abs/XYZ
 
 .. toctree::