diff --git a/_data/authors.yml b/_data/authors.yml
index 612b5ab1..379fec43 100644
--- a/_data/authors.yml
+++ b/_data/authors.yml
@@ -8,33 +8,33 @@ Andrey Ambartsumov:
     advisor: Victor Livernoche, Reihaneh Rabbany
     affiliation: McGill
     research_directions:
-    - poli-sci
+      - poli-sci
   bio: Generative AI, Graph Learning, Deep Learning
   avatar: /assets/images/bio/Andrey Ambartsumov.jpg
   social_media_links:
-  - label: Website
-    url: https://an-andrey.github.io/
-  - label: GitHub
-    url: https://github.com/an-andrey
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/andrey-ambartsumov/
+    - label: Website
+      url: https://an-andrey.github.io/
+    - label: GitHub
+      url: https://github.com/an-andrey
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/andrey-ambartsumov/
 Heather Bosiljevac:
   name: Heather Bosiljevac
   current_role:
     type: Unaffiliated
     title: "Senior Advisor, Competitive Analytics @ Bell"
   past_roles:
-  - type: Student
-    title: Undergraduate
-    advisor: Reihaneh Rabbany
-    start_date: Summer 2019
-    end_date: Fall 2019
+    - type: Student
+      title: Undergraduate
+      advisor: Reihaneh Rabbany
+      start_date: Summer 2019
+      end_date: Fall 2019
   auto_update_publications: false
   social_media_links:
-  - label: GitHub
-    url: https://github.com/heatherboz
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/heather-bosiljevac-214226174/
+    - label: GitHub
+      url: https://github.com/heatherboz
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/heather-bosiljevac-214226174/
 
 Aurélien Bück-Kaeffer:
   name: Aurélien Bück-Kaeffer
@@ -45,14 +45,14 @@ Aurélien Bück-Kaeffer:
     start_date: Feb 2025
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
+      - poli-sci
   bio: Into RL, currently working on an accurate social media simulation using LLMs
   avatar: /assets/images/bio/Aurélien Bück-Kaeffer.jpg
   social_media_links:
-  - label: GitHub
-    url: https://github.com/Scezaquer
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/aur%C3%A9lien-b%C3%BCck-kaeffer-8b627820b/
+    - label: GitHub
+      url: https://github.com/Scezaquer
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/aur%C3%A9lien-b%C3%BCck-kaeffer-8b627820b/
 Taylor Lynn Curtis:
   name: Taylor Lynn Curtis
   avatar: /assets/images/bio/Taylor Lynn Curtis.jpg
@@ -64,37 +64,38 @@ Taylor Lynn Curtis:
     start_date: September 30, 2024
     affiliation: Mila
     research_directions:
-    - poli-sci
+      - poli-sci
   social_media_links:
-  - label: GitHub
-    url: https://github.com/taylorlynn
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/taylor-lynn-curtis-650746142/
+    - label: GitHub
+      url: https://github.com/taylorlynn
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/taylor-lynn-curtis-650746142/
 
 Jacob Danovitch:
   name: Jacob Danovitch
   avatar: /assets/images/bio/jacob.danovitch.avatar.webp
-  bio: Interested in the intersection of natural language processing and network science,
+  bio:
+    Interested in the intersection of natural language processing and network science,
     with a focus on social media.
   auto_update_publications: false
   current_role:
     type: Unaffiliated
     title: "Data & Applied Scientist II @ Microsoft"
   past_roles:
-  - type: Student
-    title: Master
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2020
-    end_date: Summer 2023
-  social_media_links:
-  - label: Website
-    url: http://jacobdanovitch.me/
-  - label: GitHub
-    url: https://github.com/jacobdanovitch/
-  - label: Scholar
-    url: https://scholar.google.com/citations?hl=en&user=bQTv8rkAAAAJ
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/jacobdanovitch/
+    - type: Student
+      title: Master
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2020
+      end_date: Summer 2023
+  social_media_links:
+    - label: Website
+      url: http://jacobdanovitch.me/
+    - label: GitHub
+      url: https://github.com/jacobdanovitch/
+    - label: Scholar
+      url: https://scholar.google.com/citations?hl=en&user=bQTv8rkAAAAJ
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/jacobdanovitch/
 
 Charlotte Ding:
   name: Xiaoye (Charlotte) Ding
@@ -104,14 +105,14 @@ Charlotte Ding:
     type: Unaffiliated
     title: SDE II @ AWS
   past_roles:
-  - type: Student
-    title: Master
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2019
-    end_date: Summer 2021
-  social_media_links:
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/charlottexiaoyeding/
+    - type: Student
+      title: Master
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2019
+      end_date: Summer 2021
+  social_media_links:
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/charlottexiaoyeding/
 
 Mark Ezema:
   name: Mark Ezema
@@ -123,18 +124,19 @@ Mark Ezema:
     start_date: Mar 2023
     affiliation: Mila, McGill
     research_directions:
-    - online-crime
+      - online-crime
   username: mark.ezema@mila.quebec
   social_media_links:
-  - label: GitHub
-    url: https://github.com/mezema
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/markezema/
+    - label: GitHub
+      url: https://github.com/mezema
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/markezema/
 
 Aarash Feizi:
   name: Aarash Feizi
   avatar: /assets/images/bio/aarash.feizi.avatar.webp
-  bio: Works on multi-modal self-supervised learning and applied machine learning
+  bio:
+    Works on multi-modal self-supervised learning and applied machine learning
     techniques in CV and NLP for social good with real-world impacts.
   username: feiziaar
   semantic_scholar_id: "1962954677"
@@ -146,16 +148,16 @@ Aarash Feizi:
     start_date: Fall 2019
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: GitHub
-    url: https://github.com/aarashfeizi
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=wdZdCMoAAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/aarashfeizi/
-  - label: Website
-    url: https://aarashfeizi.github.io/
+      - poli-sci
+  social_media_links:
+    - label: GitHub
+      url: https://github.com/aarashfeizi
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=wdZdCMoAAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/aarashfeizi/
+    - label: Website
+      url: https://aarashfeizi.github.io/
 
 Jean-Francois Godbout:
   name: Jean-François Godbout
@@ -169,18 +171,18 @@ Jean-Francois Godbout:
     title: Professor
     affiliation: Mila, University of Montreal
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://jf-godbout.github.io/
-  - label: Twitter
-    url: https://x.com/JF_Godbout
-  - label: GitHub
-    url: https://github.com/jf-godbout
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=SsVx064AAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/jean-fran%C3%A7ois-godbout-9aa130221
+      - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://jf-godbout.github.io/
+    - label: Twitter
+      url: https://x.com/JF_Godbout
+    - label: GitHub
+      url: https://github.com/jf-godbout
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=SsVx064AAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/jean-fran%C3%A7ois-godbout-9aa130221
 Shenyang Huang:
   name: Shenyang (Andy) Huang
   avatar: /assets/images/bio/shenyang.huang.avatar.webp
@@ -195,16 +197,16 @@ Shenyang Huang:
     start_date: Fall 2019
     affiliation: Mila, McGill
     research_directions:
-    - temporal-graph-learning
-  social_media_links:
-  - label: Website
-    url: https://shenyanghuang.github.io/
-  - label: GitHub
-    url: https://github.com/shenyangHuang
-  - label: Scholar
-    url: https://scholar.google.com/citations?hl=en&user=ljIXv6kAAAAJ
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/shenyang-huang/
+      - temporal-graph-learning
+  social_media_links:
+    - label: Website
+      url: https://shenyanghuang.github.io/
+    - label: GitHub
+      url: https://github.com/shenyangHuang
+    - label: Scholar
+      url: https://scholar.google.com/citations?hl=en&user=ljIXv6kAAAAJ
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/shenyang-huang/
 
 Raika Karimi:
   name: Raika Karimi
@@ -214,15 +216,15 @@ Raika Karimi:
     type: Unaffiliated
     title: "Machine Learning Researcher @ Huawei"
   past_roles:
-  - type: Student
-    title: Intern
-    start_date: Winter 2020
-    end_date: Winter 2021
-  social_media_links:
-  - label: GitHub
-    url: https://github.com/raykakarimi
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/raika-karimi/
+    - type: Student
+      title: Intern
+      start_date: Winter 2020
+      end_date: Winter 2021
+  social_media_links:
+    - label: GitHub
+      url: https://github.com/raykakarimi
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/raika-karimi/
 
 Emma Kondrup:
   name: Emma Kondrup
@@ -234,20 +236,21 @@ Emma Kondrup:
     advisor: Reihaneh Rabbany
     affiliation: Mila
     research_directions:
-    - temporal-graph-learning
-  social_media_links:
-  - label: Website
-    url: https://ekmpa.github.io
-  - label: GitHub
-    url: https://github.com/ekmpa
-  - label: Scholar
-    url: https://scholar.google.ca/citations?user=Ov-LMukAAAAJ&hl=fr&oi=ao
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/emmakondrup/
+      - temporal-graph-learning
+  social_media_links:
+    - label: Website
+      url: https://ekmpa.github.io
+    - label: GitHub
+      url: https://github.com/ekmpa
+    - label: Scholar
+      url: https://scholar.google.ca/citations?user=Ov-LMukAAAAJ&hl=fr&oi=ao
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/emmakondrup/
 Elahe Kooshafar:
   name: Elahe Kooshafar
   avatar: /assets/images/bio/elahe.kooshafar.avatar.webp
-  bio: Working on Graph Representation Learning and Applications, Graph Neural Networks,
+  bio:
+    Working on Graph Representation Learning and Applications, Graph Neural Networks,
     Deep Learning, and Network Science.
   current_role:
     type: Student
@@ -256,21 +259,22 @@ Elahe Kooshafar:
     start_date: Fall 2022
     affiliation: Mila, McGill
     research_directions:
-    - temporal-graph-learning
-  social_media_links:
-  - label: Website
-    url: https://elahekooshafar.github.io/
-  - label: GitHub
-    url: https://github.com/elahekooshafar
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/elahe-kooshafar/
-  - label: Scholar
-    url: https://scholar.google.ca/citations?user=vuUUKUMAAAAJ&hl=en&oi=sra
+      - temporal-graph-learning
+  social_media_links:
+    - label: Website
+      url: https://elahekooshafar.github.io/
+    - label: GitHub
+      url: https://github.com/elahekooshafar
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/elahe-kooshafar/
+    - label: Scholar
+      url: https://scholar.google.ca/citations?user=vuUUKUMAAAAJ&hl=en&oi=sra
 
 Florence Laflamme:
   name: Florence Laflamme
   auto_update_publications: false
-  bio: Florence Laflamme is an undergraduate student at the Université de Montréal,
+  bio:
+    Florence Laflamme is an undergraduate student at the Université de Montréal,
     simultaneously pursuing a B. Sc. (Honors) in political science, a microprogram
     in big data analysis and a microprogram in Indigenous studies. She is particularly
     interested in AI governance, environmental politics and redistribution policies.
@@ -282,15 +286,16 @@ Florence Laflamme:
     advisor: Jean-François Godbout
     start_date: Summer 2020
     research_directions:
-    - poli-sci
+      - poli-sci
   social_media_links:
-  - label: LinkedIn
-    url: https://ca.linkedin.com/in/florence-laflamme-a4b542324
+    - label: LinkedIn
+      url: https://ca.linkedin.com/in/florence-laflamme-a4b542324
 
 Yifei Li:
   name: Yifei Li
   avatar: /assets/images/bio/yifei.li.avatar.webp
-  bio: Interested in data mining and NLP, worked on entity extraction in online escort
+  bio:
+    Interested in data mining and NLP, worked on entity extraction in online escort
     ads.
   semantic_scholar_id: "2163439264"
   auto_update_publications: false
@@ -298,26 +303,26 @@ Yifei Li:
     type: Unaffiliated
     title: Masters @ UBC
   past_roles:
-  - type: Student
-    title: Undergraduate
-    advisor: Reihaneh Rabbany
-    start_date: Summer 2020
-    affiliation: Mila, McGill
-    research_directions:
-    - online-crime
-  social_media_links:
-  - label: Website
-    url: https://www.yifeili.me/
-  - label: GitHub
-    url: https://github.com/tudou0002
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/yifeili2/
+    - type: Student
+      title: Undergraduate
+      advisor: Reihaneh Rabbany
+      start_date: Summer 2020
+      affiliation: Mila, McGill
+      research_directions:
+        - online-crime
+  social_media_links:
+    - label: Website
+      url: https://www.yifeili.me/
+    - label: GitHub
+      url: https://github.com/tudou0002
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/yifeili2/
 
 Victor Livernoche:
   name: Victor Livernoche
   avatar: /assets/images/bio/victor.livernoche.avatar.webp
   bio: Working on generative AI
-  semantic_scholar_id: '2219226719'
+  semantic_scholar_id: "2219226719"
   username: victor.livernoche
   auto_update_publications: false
   current_role:
@@ -327,41 +332,41 @@ Victor Livernoche:
     start_date: Fall 2024
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Twitter
-    url: https://x.com/VicLvne
-  - label: GitHub
-    url: https://github.com/vicliv
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=wgWMIK4AAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/victor-livernoche/
+      - poli-sci
+  social_media_links:
+    - label: Twitter
+      url: https://x.com/VicLvne
+    - label: GitHub
+      url: https://github.com/vicliv
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=wgWMIK4AAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/victor-livernoche/
 
 Sacha Levy:
   name: Sacha Lévy
   avatar: /assets/images/bio/sacha.levy.avatar.webp
-  bio: Applied ML for social good. I implement data pipelines. I am interested in
+  bio:
+    Applied ML for social good. I implement data pipelines. I am interested in
     artificial intelligence, computers and physics.
   current_role:
     type: Unaffiliated
     title: Chief Scientific Officer @ Theseus
   past_roles:
-  - type: Student
-    title: Undergraduate
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2019
-    end_date: Summer 2023
-    affiliation: Mila, McGill
-    research_directions:
-    - poli-sci
-    - online-crime
-  social_media_links:
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/sacha-levy/
-  - label: GitHub
-    url: https://github.com/sachalevy
-
+    - type: Student
+      title: Undergraduate
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2019
+      end_date: Summer 2023
+      affiliation: Mila, McGill
+      research_directions:
+        - poli-sci
+        - online-crime
+  social_media_links:
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/sacha-levy/
+    - label: GitHub
+      url: https://github.com/sachalevy
 
 Shahrad Mohammadzadeh:
   name: Shahrad Mohammadzadeh
@@ -377,18 +382,18 @@ Shahrad Mohammadzadeh:
     start_date: Fall 2023
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://emzedi.github.io/homepage/
-  - label: Twitter
-    url: https://twitter.com/shahrad_mz
-  - label: GitHub
-    url: https://github.com/EMZEDI
-  - label: Scholar
-    url: https://scholar.google.ca/citations?user=6xCdxs0AAAAJ&hl=en
-  - label: LinkedIn
-    url: https://ca.linkedin.com/in/shahrad-mz
+      - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://emzedi.github.io/homepage/
+    - label: Twitter
+      url: https://twitter.com/shahrad_mz
+    - label: GitHub
+      url: https://github.com/EMZEDI
+    - label: Scholar
+      url: https://scholar.google.ca/citations?user=6xCdxs0AAAAJ&hl=en
+    - label: LinkedIn
+      url: https://ca.linkedin.com/in/shahrad-mz
 
 Andreea Musulan:
   name: Andreea Musulan
@@ -400,26 +405,27 @@ Andreea Musulan:
     advisor: Jean-François Godbout
     affiliation: Mila, Université de Montréal, McGill
     research_directions:
-    - poli-sci
+      - poli-sci
   bio: Works on malicious coordinated activity online
-  semantic_scholar_id: '116225563'
+  semantic_scholar_id: "116225563"
   avatar: /assets/images/bio/Andreea Musulan.jpg
   social_media_links:
-  - label: Website
-    url: https://amusulan.github.io/
-  - label: Twitter
-    url: https://x.com/amusulan
-  - label: GitHub
-    url: https://github.com/boomalope
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=zexyaz0AAAAJ&hl=en&oi=ao
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/andreea-musulan/
+    - label: Website
+      url: https://amusulan.github.io/
+    - label: Twitter
+      url: https://x.com/amusulan
+    - label: GitHub
+      url: https://github.com/boomalope
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=zexyaz0AAAAJ&hl=en&oi=ao
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/andreea-musulan/
 
 Pratheeksha Nair:
   name: Pratheeksha Nair
   avatar: /assets/images/bio/pratheeksha.nair.avatar.webp
-  bio: AI for social good applications - fighting online organized crime; Weak Supervision
+  bio:
+    AI for social good applications - fighting online organized crime; Weak Supervision
     and Graph Machine Learning
   semantic_scholar_id: "48761500"
   auto_update_publications: false
@@ -430,23 +436,24 @@ Pratheeksha Nair:
     start_date: Fall 2020
     affiliation: Mila, McGill
     research_directions:
-    - online-crime
-  social_media_links:
-  - label: Website
-    url: https://nair-p.github.io/
-  - label: GitHub
-    url: https://github.com/nair-p
-  - label: Twitter
-    url: https://twitter.com/prathena_96
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=jHCIepwAAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/pnair96/
+      - online-crime
+  social_media_links:
+    - label: Website
+      url: https://nair-p.github.io/
+    - label: GitHub
+      url: https://github.com/nair-p
+    - label: Twitter
+      url: https://twitter.com/prathena_96
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=jHCIepwAAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/pnair96/
 
 Soroush Omranpour:
   name: Soroush Omranpour
   avatar: /assets/images/bio/soroush.omranpour.avatar.webp
-  bio: Working on building scalable and efficient machine learning models for tensor-structured
+  bio:
+    Working on building scalable and efficient machine learning models for tensor-structured
     or highly complex and evolving data.
   current_role:
     type: Student
@@ -454,14 +461,14 @@ Soroush Omranpour:
     advisor: Reihaneh Rabbany, Guillaume Rabusseau
     start_date: Fall 2022
   social_media_links:
-  - label: Website
-    url: https://s-omranpour.github.io/
-  - label: GitHub
-    url: https://github.com/s-omranpour
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=gDfZkT4AAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/soroush-omranpour/
+    - label: Website
+      url: https://s-omranpour.github.io/
+    - label: GitHub
+      url: https://github.com/s-omranpour
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=gDfZkT4AAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/soroush-omranpour/
 
 Albert Orozco:
   name: Albert Orozco
@@ -472,25 +479,26 @@ Albert Orozco:
     type: Unaffiliated
     title: "PhD @ Concordia University"
   past_roles:
-  - type: Student
-    title: Master
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2019
-    end_date: Summer 2021
-  social_media_links:
-  - label: Website
-    url: https://alorozco53.github.io/
-  - label: GitHub
-    url: https://github.com/alorozco53
-  - label: Scholar
-    url: https://scholar.google.com/citations?hl=en&user=zYXzEisAAAAJ
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/alorozco53/
+    - type: Student
+      title: Master
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2019
+      end_date: Summer 2021
+  social_media_links:
+    - label: Website
+      url: https://alorozco53.github.io/
+    - label: GitHub
+      url: https://github.com/alorozco53
+    - label: Scholar
+      url: https://scholar.google.com/citations?hl=en&user=zYXzEisAAAAJ
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/alorozco53/
 
 Kellin Pelrine:
   name: Kellin Pelrine
   avatar: /assets/images/bio/kellin.pelrine.avatar.webp
-  bio: AI Security, AI Agents. Cross-functional solutions on a foundation of technical
+  bio:
+    AI Security, AI Agents. Cross-functional solutions on a foundation of technical
     research.
   semantic_scholar_id: "104333826"
   auto_update_publications: false
@@ -500,24 +508,24 @@ Kellin Pelrine:
     start_date: Fall 2025
     affiliation: FAR.AI
     research_directions:
-    - poli-sci
+      - poli-sci
   past_roles:
-  - type: Student
-    title: PhD
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2022
-    affiliation: Mila, McGill
-    research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://kellinpelrine.github.io/
-  - label: GitHub
-    url: https://github.com/kellinpelrine/
-  - label: Scholar
-    url: https://scholar.google.com/citations?hl=en&user=_s2HT_0AAAAJ
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/kellin-pelrine/
+    - type: Student
+      title: PhD
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2022
+      affiliation: Mila, McGill
+      research_directions:
+        - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://kellinpelrine.github.io/
+    - label: GitHub
+      url: https://github.com/kellinpelrine/
+    - label: Scholar
+      url: https://scholar.google.com/citations?hl=en&user=_s2HT_0AAAAJ
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/kellin-pelrine/
 
 Farimah Poursafaei:
   name: Farimah Poursafaei
@@ -529,27 +537,27 @@ Farimah Poursafaei:
     start_date: Fall 2024
     affiliation: Mila
     research_directions:
-    - temporal-graph-learning
-    - text-attributed-graphs
-    - foundation-models
+      - temporal-graph-learning
+      - text-attributed-graphs
+      - foundation-models
   past_roles:
-  - type: Postdoc
-    title: Postdoc
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2022
-  - type: Student
-    title: PhD
-    advisor: Zeljko Zilic, Reihaneh Rabbany
-    start_date: Fall 2017
-  social_media_links:
-  - label: Website
-    url: https://fpour.github.io/
-  - label: GitHub
-    url: https://github.com/fpour
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=gZ7HEsMAAAAJ&hl=en
-  - label: LinkedIn
-    url: https://ca.linkedin.com/in/farimah-poursafaei-133195167
+    - type: Postdoc
+      title: Postdoc
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2022
+    - type: Student
+      title: PhD
+      advisor: Zeljko Zilic, Reihaneh Rabbany
+      start_date: Fall 2017
+  social_media_links:
+    - label: Website
+      url: https://fpour.github.io/
+    - label: GitHub
+      url: https://github.com/fpour
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=gZ7HEsMAAAAJ&hl=en
+    - label: LinkedIn
+      url: https://ca.linkedin.com/in/farimah-poursafaei-133195167
 
 Reihaneh Rabbany:
   name: Reihaneh Rabbany
@@ -563,22 +571,43 @@ Reihaneh Rabbany:
     title: Assistant Professor
     affiliation: Mila, McGill
     research_directions:
-    - online-toxicity
-    - poli-sci
-    - online-crime
-    - temporal-graph-learning
-  social_media_links:
-  - label: Website
-    url: http://www.reirab.com/
-  - label: Twitter
-    url: https://x.com/reirabb
-  - label: GitHub
-    url: https://github.com/rabbanyk
-  - label: Scholar
-    url: https://scholar.google.ca/citations?hl=en&user=Foh_c-QAAAAJ
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/reihaneh-rabbany/
+      - online-toxicity
+      - poli-sci
+      - online-crime
+      - temporal-graph-learning
+  social_media_links:
+    - label: Website
+      url: http://www.reirab.com/
+    - label: Twitter
+      url: https://x.com/reirabb
+    - label: GitHub
+      url: https://github.com/rabbanyk
+    - label: Scholar
+      url: https://scholar.google.ca/citations?hl=en&user=Foh_c-QAAAAJ
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/reihaneh-rabbany/
 
+Dorsaf Sallami:
+  name: Dorsaf Sallami
+  auto_update_publications: false
+  current_role:
+    type: Postdoc
+    title: Postdoc
+    affiliation: Mila
+    research_directions:
+      - poli-sci
+    start_date: Winter 2026
+  bio: Works on AI Misinformation Mitigation
+  avatar: /assets/images/bio/Dorsaf Sallami.jpg
+  social_media_links:
+    - label: Website
+      url: https://dorsafsallami.github.io/
+    - label: GitHub
+      url: https://github.com/dorsafsallami
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=wUa3IWgAAAAJ&hl=fr&oi=ao
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/dorsaf-sallemi/
 Sahar Omidi Shayegan:
   name: Sahar Omidi Shayegan
   avatar: /assets/images/bio/sahar.omidi.shayegan.avatar.webp
@@ -593,16 +622,16 @@ Sahar Omidi Shayegan:
     start_date: Fall 2022
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://saharshayegan.github.io/
-  - label: Twitter
-    url: https://x.com/sahar_shayegan
-  - label: GitHub
-    url: https://github.com/saharshayegan
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/sahar-shayegan/
+      - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://saharshayegan.github.io/
+    - label: Twitter
+      url: https://x.com/sahar_shayegan
+    - label: GitHub
+      url: https://github.com/saharshayegan
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/sahar-shayegan/
 
 Camille Thibault:
   name: Camille Thibault
@@ -614,16 +643,16 @@ Camille Thibault:
     advisor: Jean-François Godbout
     affiliation: University of Montreal, Mila
     research_directions:
-    - poli-sci
+      - poli-sci
   bio: Works on disinformation
   avatar: /assets/images/bio/Camille Thibault.jpg
   social_media_links:
-  - label: GitHub
-    url: https://github.com/CamilleThibault
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=r0mfGz0AAAAJ&hl=fr&oi=ao
-  - label: LinkedIn
-    url: www.linkedin.com/in/camille-thibault-2b9929220
+    - label: GitHub
+      url: https://github.com/CamilleThibault
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=r0mfGz0AAAAJ&hl=fr&oi=ao
+    - label: LinkedIn
+      url: www.linkedin.com/in/camille-thibault-2b9929220
 Jacob-Junqi Tian:
   name: Jacob-Junqi Tian
   avatar: /assets/images/bio/jacob-junqi.tian.avatar.webp
@@ -635,48 +664,48 @@ Jacob-Junqi Tian:
     title: Associate Applied Machine Learning Specialist at Vector Institute
     affiliation: Vector
     research_directions:
-    - poli-sci
+      - poli-sci
   past_roles:
-  - type: Student
-    title: Undergraduate
-    advisor: Reihaneh Rabbany
-    start_date: Summer 2022
-    end_date: Fall 2023
-    affiliation: Mila, McGill
-    research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://j7n.me/
-  - label: GitHub
-    url: https://github.com/jacobthebanana
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=Bkl3SakAAAAJ
+    - type: Student
+      title: Undergraduate
+      advisor: Reihaneh Rabbany
+      start_date: Summer 2022
+      end_date: Fall 2023
+      affiliation: Mila, McGill
+      research_directions:
+        - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://j7n.me/
+    - label: GitHub
+      url: https://github.com/jacobthebanana
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=Bkl3SakAAAAJ
 
 Maximilian Puelma Touzel:
   name: Maximilian Puelma Touzel
   avatar: /assets/images/bio/Maximilian Puelma Touzel.jpg
   bio: Research scientist in human and machine social decision-making for social impact
   username: puelmatm
-  semantic_scholar_id: '114414606'
+  semantic_scholar_id: "114414606"
   current_role:
     type: Staff
     title: Research Associate
     start_date: Fall 2024
     affiliation: Mila
     research_directions:
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://mptouzel.github.io/
-  - label: Twitter
-    url: https://x.com/mptouzel
-  - label: GitHub
-    url: https://github.com/mptouzel
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=-EHSwJ4AAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/maximilian-puelma-touzel-b170595/
+      - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://mptouzel.github.io/
+    - label: Twitter
+      url: https://x.com/mptouzel
+    - label: GitHub
+      url: https://github.com/mptouzel
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=-EHSwJ4AAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/maximilian-puelma-touzel-b170595/
 
 Ubisoft:
   name: Ubisoft
@@ -687,7 +716,7 @@ Ubisoft:
     title: Professor
     affiliation:
     research_directions:
-    - online-toxicity
+      - online-toxicity
 Junhao Wang:
   name: Junhao Wang
   avatar: /assets/images/bio/junhao.wang.avatar.webp
@@ -697,16 +726,16 @@ Junhao Wang:
     type: Unaffiliated
     title: Microsoft
   past_roles:
-  - type: Student
-    title: Master
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2019
-    end_date: Winter 2021
-  social_media_links:
-  - label: GitHub
-    url: https://github.com/JunhaoWang
-  - label: Scholar
-    url: https://scholar.google.com/citations?hl=en&user=Nfg0gaoAAAAJ
+    - type: Student
+      title: Master
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2019
+      end_date: Winter 2021
+  social_media_links:
+    - label: GitHub
+      url: https://github.com/JunhaoWang
+    - label: Scholar
+      url: https://scholar.google.com/citations?hl=en&user=Nfg0gaoAAAAJ
 
 Zachary Yang:
   name: Zachary Yang
@@ -722,49 +751,49 @@ Zachary Yang:
     start_date: Winter 2021
     affiliation: Mila, McGill
     research_directions:
-    - online-toxicity
-    - poli-sci
-  social_media_links:
-  - label: Website
-    url: https://rstzzz.github.io/
-  - label: GitHub
-    url: https://github.com/RSTZZZ
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=ljOxbowAAAAJ&hl=en
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/zachary-y-647209103/
+      - online-toxicity
+      - poli-sci
+  social_media_links:
+    - label: Website
+      url: https://rstzzz.github.io/
+    - label: GitHub
+      url: https://github.com/RSTZZZ
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=ljOxbowAAAAJ&hl=en
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/zachary-y-647209103/
 
 Hao Yu:
   name: Hao Yu
   avatar: /assets/images/bio/hao.yu.avatar.webp
-  bio: Interested in LLMs, RAG and Data Mining. Worked on NER in online escort ads
+  bio:
+    Interested in LLMs, RAG and Data Mining. Worked on NER in online escort ads
     and LLMs in detecting misinformation.
   current_role:
     type: Collaborator
     title: Master (Thesis) @ McGill
     affiliation: Mila, McGill
     research_directions:
-    - poli-sci
+      - poli-sci
   past_roles:
-  - type: Student
-    title: Undergraduate
-    advisor: Reihaneh Rabbany
-    start_date: Fall 2022
-    end_date: Winter 2024
-    affiliation: Mila, McGill
-    research_directions:
-    - poli-sci
-    - online-crime
-  social_media_links:
-  - label: Website
-    url: https://yhpeter.github.io/
-  - label: GitHub
-    url: https://github.com/YHPeter
-  - label: Scholar
-    url: https://scholar.google.com/citations?user=5Z10ts4AAAAJ&hl=zh-CN
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/haoy/
-
+    - type: Student
+      title: Undergraduate
+      advisor: Reihaneh Rabbany
+      start_date: Fall 2022
+      end_date: Winter 2024
+      affiliation: Mila, McGill
+      research_directions:
+        - poli-sci
+        - online-crime
+  social_media_links:
+    - label: Website
+      url: https://yhpeter.github.io/
+    - label: GitHub
+      url: https://github.com/YHPeter
+    - label: Scholar
+      url: https://scholar.google.com/citations?user=5Z10ts4AAAAJ&hl=zh-CN
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/haoy/
 
 Svetlana Zhuk:
   name: Svetlana Zhuk
@@ -775,8 +804,8 @@ Svetlana Zhuk:
     start_date: May 2024
     affiliation: Mila, University of Montreal
     research_directions:
-    - poli-sci
+      - poli-sci
   avatar: /assets/images/bio/Svetlana Zhuk.jpg
   social_media_links:
-  - label: LinkedIn
-    url: https://www.linkedin.com/in/svetazhuk/
+    - label: LinkedIn
+      url: https://www.linkedin.com/in/svetazhuk/
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