Update src/streamlit_app.py

src/streamlit_app.py

@@ -735,11 +735,14 @@ st.set_page_config(layout="wide", page_title="LLEP Simulator & Visualizer")
 
 st.title("Least-Loaded Expert Parallelism (LLEP)")
 st.markdown("Compare **Standard EP** against the **LLEP (LLA/LLAS)** plan and visualize step-by-step spilling.")
-st.markdown("""
-**Authors:** [Xuan-Phi Nguyen](https://scholar.google.com/), [Shrey Pandit](https://scholar.google.com/), [Austin Xu](https://scholar.google.com/), [Caiming Xiong](https://scholar.google.com/), [Shafiq Joty](https://scholar.google.com/)  
-**Affiliation:** Salesforce AI Research  
-**Contact:** xnguyen@salesforce.com
-""")
+st.caption("""
+[Xuan-Phi Nguyen](https://scholar.google.com/citations?user=HN8VxX4AAAAJ&hl=en) · 
+[Shrey Pandit](https://scholar.google.com/citations?user=a-dG59sAAAAJ&hl=en) · 
+[Austin Xu](https://scholar.google.com/citations?user=OUw3iQgAAAAJ&hl=en) · 
+[Caiming Xiong](https://scholar.google.com/citations?user=vaSdahkAAAAJ&hl=en) · 
+[Shafiq Joty](https://scholar.google.com/citations?user=hR249csAAAAJ&hl=en)  
+**Salesforce AI Research** · xnguyen@salesforce.com
+""", unsafe_allow_html=True)
 
 tab_stats, tab_anim = st.tabs(["Statistics & Comparison", "Step-by-Step Animation"])