add citation

app.py

@@ -41,6 +41,19 @@ st.set_page_config(
         a given protein target. We demonstrate state-of-the-art performance over previous methods on multiple 
         well-known benchmarks, particularly in zero-shot settings for unseen protein targets. This app demonstrates the 
         model as a retrieval task of the top-k most active drug compounds predicted for a given query target.
+
+        ## Citation
+
+        Please cite our work using the following reference.
+        """bibtex
+        @article{svensson2024hyperpcm,
+            title={{HyperPCM: Robust Task-Conditioned Modeling of Drug--Target Interactions}},
+            author={Svensson, Emma and Hoedt, Pieter-Jan and Hochreiter, Sepp and Klambauer, G{\"u}nter},
+            journal={Journal of Chemical Information and Modeling},
+            publisher={ACS Publications},
+            year={2024}
+        }
+        """
         '''
     }
     
@@ -75,6 +88,23 @@ def about_page():
     )
 
     st.image('figures/hyper-dti.png', caption='Overview of the HyperPCM architecture.', use_column_width='always')
+
+    st.markdown(
+        """
+        ### Citation
+
+        Please cite our work using the following reference.
+        '''bibtex
+        @article{svensson2024hyperpcm,
+            title={{HyperPCM: Robust Task-Conditioned Modeling of Drug--Target Interactions}},
+            author={Svensson, Emma and Hoedt, Pieter-Jan and Hochreiter, Sepp and Klambauer, G{\"u}nter},
+            journal={Journal of Chemical Information and Modeling},
+            publisher={ACS Publications},
+            year={2024}
+        }
+        '''
+        """
+    )
     
 
 def retrieval():