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Issam H. Laradji

8 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

AAAI ×1AISTATS ×1CVPR ×1EMNLP ×1ICLR ×1ICML ×1NAACL ×1NeurIPS ×1

Frequent coauthors

David Vázquez
×5
Juan A. Rodríguez
×4
Abhay Puri
×4
Christopher Pal
×4
Sai Rajeswar
×4
Marco Pedersoli
×3
Nicolas Chapados
×3
Gaurav Sahu
×2
Perouz Taslakian
×2
Spandana Gella
×2
Amirhossein Abaskohi
×2
Alexandre Drouin
×2

Papers

  1. A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
    NAACL 2025 ·
    Gaurav Sahu
    ,
    Olga Vechtomova
    , Issam H. Laradji
  2. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
    NeurIPS 2025 ·
    Ahmed Masry
    ,
    Juan A. Rodríguez
    ,
    Tianyu Zhang
    ,
    Suyuchen Wang
    ,
    Chao Wang
    ,
    Aarash Feizi
    ,
    Akshay Kalkunte Suresh
    ,
    Abhay Puri
    ,
    Xiangru Jian
    ,
    Pierre-André Noël
    ,
    Sathwik Tejaswi Madhusudhan
    ,
    Marco Pedersoli
    ,
    Bang Liu
    ,
    Nicolas Chapados
    ,
    Yoshua Bengio
    ,
    Enamul Hoque
    ,
    Chris Pal
    , Issam Hadj Laradji,
    David Vázquez
    ,
    Perouz Taslakian
    ,
    Spandana Gella
    ,
    Sai Rajeswar Mudumba
  3. FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
    EMNLP 2025 ·
    Amirhossein Abaskohi
    ,
    Spandana Gella
    ,
    Giuseppe Carenini
    , Issam H. Laradji
  4. Fast Convergence of Softmax Policy Mirror Ascent
    AISTATS 2025 ·
    Reza Asad
    ,
    Reza Babanezhad Harikandeh
    , Issam H. Laradji,
    Nicolas Le Roux
    ,
    Sharan Vaswani
  5. InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
    ICLR 2025 ·
    Gaurav Sahu
    ,
    Abhay Puri
    ,
    Juan A. Rodríguez
    ,
    Amirhossein Abaskohi
    ,
    Mohammad Chegini
    ,
    Alexandre Drouin
    ,
    Perouz Taslakian
    ,
    Valentina Zantedeschi
    ,
    Alexandre Lacoste
    ,
    David Vázquez
    ,
    Nicolas Chapados
    ,
    Christopher Pal
    ,
    Sai Rajeswar
    , Issam H. Laradji
  6. StarVector: Generating Scalable Vector Graphics Code from Images and Text
    AAAI 2025 ·
    Juan A. Rodríguez
    ,
    Abhay Puri
    ,
    Shubham Agarwal
    , Issam H. Laradji,
    Sai Rajeswar
    ,
    David Vázquez
    ,
    Christopher Pal
    ,
    Marco Pedersoli
  7. StarVector: Generating Scalable Vector Graphics Code from Images and Text
    CVPR 2025 ·
    Juan A. Rodríguez
    ,
    Abhay Puri
    ,
    Shubham Agarwal
    , Issam H. Laradji,
    Pau Rodríguez
    ,
    Sai Rajeswar
    ,
    David Vázquez
    ,
    Christopher Pal
    ,
    Marco Pedersoli
  8. WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
    ICML 2024 ·
    Alexandre Drouin
    ,
    Maxime Gasse
    ,
    Massimo Caccia
    , Issam H. Laradji,
    Manuel Del Verme
    ,
    Tom Marty
    ,
    David Vázquez
    ,
    Nicolas Chapados
    ,
    Alexandre Lacoste