Perouz Taslakian

Most-cited papers

1. Context-Aware Visual Compatibility Prediction

   Guillem Cucurull, Perouz Taslakian, David Vázquez

   2019Computer Vision and Pattern Recognition110 citations

   Semantic Scholar

   Save

2. Efficient multi-robot coverage of a known environment

   Nare Karapetyan, Kelly Benson, Chris McKinney, Perouz Taslakian +1 more

   2017IEEE/RJS International Conference on Intelligent RObots and Systems109 citations Open access

   Semantic Scholar

   Save

3. Knowledge Hypergraphs: Prediction Beyond Binary Relations

   Bahare Fatemi, Perouz Taslakian, David Vázquez, D. Poole

   2019International Joint Conference on Artificial Intelligence102 citations Open access

   Semantic Scholar

   Save

4. Multi-View Causal Representation Learning with Partial Observability

   Ding-Ling Yao, Dan-Ru Xu, Sébastien Lachapelle, Sara Magliacane +4 more

   2023International Conference on Learning Representations100 citations

   Semantic Scholar

   Save

5. Necklaces, Convolutions, and X+Y

   David Bremner, T. Chan, E. Demaine, Jeff Erickson +5 more

   2006Algorithmica100 citations Open access

   Semantic Scholar

   Save

6. UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction

   Shravan Nayak, Xiang-Ru Jian, K. Lin, Juan A. Rodriguez +10 more

   2025International Conference on Machine Learning83 citations

   Semantic Scholar

   Save

7. A Sparsity Principle for Partially Observable Causal Representation Learning

   Dan-Ru Xu, Ding-Ling Yao, Sébastien Lachapelle, Perouz Taslakian +3 more

   2024International Conference on Machine Learning44 citations

   Semantic Scholar

   Save

8. Rendering-Aware Reinforcement Learning for Vector Graphics Generation

   Juan A. Rodriguez, Hao-Tian Zhang, Abhay Puri, Aarash Feizi +11 more

   2025Neural Information Processing Systems43 citations

   Semantic Scholar

   Save

9. InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation

   Gaurav Sahu, Abhay Puri, Juan A. Rodriguez, Amirhossein Abaskohi +9 more

   2024International Conference on Learning Representations39 citations

   Semantic Scholar

   Save

10. RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content

    João Monteiro, Pierre-André Noël, Étienne Marcotte, S. Rajeswar +5 more

    2024Neural Information Processing Systems38 citations

    Semantic Scholar

    Save

11. New and Improved Spanning Ratios for Yao Graphs

    Luis Barba, P. Bose, Mirela Damian, Rolf Fagerberg +6 more

    2013Journal of Computational Geometry37 citations Open access

    Semantic Scholar

    Save

12. Non-crossing matchings of points with geometric objects

    G. Aloupis, J. Cardinal, Sébastien Collette, E. Demaine +9 more

    2013Computational geometry26 citations Open access

    Semantic Scholar

    Save

13. Knowledge Hypergraph Embedding Meets Relational Algebra

    Bahare Fatemi, Perouz Taslakian, David Vázquez, D. Poole

    2021Journal of machine learning research23 citations

    Semantic Scholar

    Save

14. WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation

    Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li +9 more

    2025Conference on Empirical Methods in Natural Language Processing22 citations

    Semantic Scholar

    Save

15. Grounding Computer Use Agents on Human Demonstrations

    Aarash Feizi, Shravan Nayak, Xiang-Ru Jian, K. Lin +13 more

    2025arXiv.org22 citations

    Semantic Scholar

    Save

16. Fitting Voronoi Diagrams to Planar Tesselations

    G. Aloupis, Hebert Pérez-Rosés, Guillermo Pineda-Villavicencio, Perouz Taslakian +1 more

    2013International Workshop on Combinatorial Algorithms21 citations

    Semantic Scholar

    Save

17. Coloring and Guarding Arrangements

    P. Bose, J. Cardinal, Sébastien Collette, F. Hurtado +3 more

    2012Discrete Mathematics & Theoretical Computer Science19 citations Open access

    Semantic Scholar

    Save

18. Knowledge Hypergraphs: Extending Knowledge Graphs Beyond Binary Relations

    Bahare Fatemi, Perouz Taslakian, David Vázquez, D. Poole

    2019arXiv.org18 citations

    Semantic Scholar

    Save

19. Sand drawings and Gaussian graphs

    E. Demaine, M. Demaine, Perouz Taslakian, Godfried Toussaint

    200717 citations Open access

    Semantic Scholar

    Save

20. Theta-3 is connected

    O. Aichholzer, S. Bae, Luis Barba, P. Bose +4 more

    2014Canadian Conference on Computational Geometry16 citations Open access

    Semantic Scholar

    Save

21. XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference

    João Monteiro, Étienne Marcotte, Pierre-André Noël, V. Zantedeschi +4 more

    2024Conference on Empirical Methods in Natural Language Processing15 citations

    Semantic Scholar

    Save

22. Typing assumptions improve identification in causal discovery

    P. Brouillard, Perouz Taslakian, Alexandre Lacoste, Sébastien Lachapelle +1 more

    2021CLEaR15 citations

    Semantic Scholar

    Save

23. BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning

    Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodriguez +12 more

    2025arXiv.org14 citations

    Semantic Scholar

    Save

24. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding

    Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang +18 more

    2025arXiv.org14 citations

    Semantic Scholar

    Save

25. Structural properties of Euclidean rhythms

    Francisco Gómez-Martín, Perouz Taslakian, G. Toussaint

    200914 citations

    Semantic Scholar

    Save

26. Competitive Online Routing on Delaunay Triangulations

    P. Bose, J. De Carufel, Stephane Durocher, Perouz Taslakian

    2014Scandinavian Workshop on Algorithm Theory13 citations Open access

    Semantic Scholar

    Save

27. Interlocking and Euclidean rhythms

    Francisco Gómez-Martín, Perouz Taslakian, G. Toussaint

    200913 citations

    Semantic Scholar

    Save

28. On Rolling Cube Puzzles

    K. Buchin, M. Buchin, E. Demaine, M. Demaine +5 more

    2007Canadian Conference on Computational Geometry13 citations

    Semantic Scholar

    Save

29. Transversals in Trees

    Victor A. Campos, V. Chvátal, L. Devroye, Perouz Taslakian

    2007Journal of Graph Theory13 citations

    Semantic Scholar

    Save

30. VCR: Visual Caption Restoration

    Tianyu Zhang, Suyuchen Wang, Lu Li, Ge Zhang +5 more

    2024arXiv.org12 citations

    Semantic Scholar

    Save

31. BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks

    Juan A. Rodriguez, Xiang-Ru Jian, Siba Smarak Panigrahi, Tianyu Zhang +39 more

    202412 citations

    Semantic Scholar

    Save

32. VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text

    Tianyu Zhang, Suyuchen Wang, Lu Li, Ge Zhang +5 more

    2024International Conference on Learning Representations11 citations

    Semantic Scholar

    Save

33. Relaxed Gabriel Graphs

    P. Bose, J. Cardinal, Sébastien Collette, E. Demaine +3 more

    2009Canadian Conference on Computational Geometry11 citations

    Semantic Scholar

    Save

34. Colorful Strips

    G. Aloupis, J. Cardinal, Sébastien Collette, S. Imahori +5 more

    2009Latin American Symposium on Theoretical Informatics11 citations

    Semantic Scholar

    Save

35. BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks

    Juan A. Rodriguez, Xiang-Ru Jian, Siba Smarak Panigrahi, Tianyu Zhang +39 more

    2024arXiv.org10 citations

    Semantic Scholar

    Save

36. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding

    Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang +18 more

    2025Neural Information Processing Systems9 citations Open access

    Semantic Scholar

    Save

37. Vertex Pops and Popturns

    G. Aloupis, Brad Ballinger, P. Bose, Mirela Damian +8 more

    2007Canadian Conference on Computational Geometry8 citations

    Semantic Scholar

    Save

38. Matching Points with Things

    G. Aloupis, J. Cardinal, Sébastien Collette, E. Demaine +9 more

    2010Latin American Symposium on Theoretical Informatics7 citations Open access

    Semantic Scholar

    Save

39. The Distance Geometry of Deep Rhythms and Scales

    E. Demaine, Francisco Gómez-Martín, H. Meijer, D. Rappaport +4 more

    2005Canadian Conference on Computational Geometry7 citations

    Semantic Scholar

    Save

40. VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing

    Joan Rodriguez, Hao-Tian Zhang, Abhay Puri, Hao-Ran Dai +13 more

    2026arXiv.org6 citations

    Semantic Scholar

    Save

41. The distance geometry of music

    E. Demaine, Francisco Gómez-Martín, H. Meijer, D. Rappaport +4 more

    2007Computational geometry6 citations Open access

    Semantic Scholar

    Save

42. Orderly broadcasting in a 2D torus

    Hovhannes A. Harutyunyan, Perouz Taslakian

    2004Proceedings. Eighth International Conference on Information Visualisation, 2004. IV 2004.6 citations

    Semantic Scholar

    Save

43. Improving GUI Grounding with Explicit Position-to-Coordinate Mapping

    Suyuchen Wang, Tianyu Zhang, Ahmed Masry, C. Pal +3 more

    2025arXiv.org5 citations

    Semantic Scholar

    Save

44. Continuous Yao Graphs

    Davood Bakhshesh, Luis Barba, P. Bose, J. De Carufel +6 more

    2014Canadian Conference on Computational Geometry5 citations Open access

    Semantic Scholar

    Save

45. A Pumping Lemma for Homometric Rhythms

    J. O'Rourke, Perouz Taslakian, G. Toussaint

    2008Canadian Conference on Computational Geometry5 citations

    Semantic Scholar

    Save

46. Geometric properties of musical rhythms

    Perouz Taslakian, G. Toussaint

    20065 citations

    Semantic Scholar

    Save

47. Curves in the Sand: Algorithmic Drawing

    Mirela Damian, E. Demaine, M. Demaine, V. Dujmović +9 more

    2006Canadian Conference on Computational Geometry5 citations

    Semantic Scholar

    Save

48. PrivacyAlign: Contextual Privacy Alignment for LLM Agents

    M. Tamber, Abhay Puri, Marc-Etienne Brunet, Perouz Taslakian +2 more

    2026arXiv.org4 citations

    Semantic Scholar

    Save

49. PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems

    Shubham Gupta, N. Sepahvand, Abhinav Kumar, Cem Subakan +5 more

    2026arXiv.org4 citations

    Semantic Scholar

    Save

50. Capture the Flag: Uncovering Data Insights with Large Language Models

    I. Laradji, Perouz Taslakian, S. Rajeswar, V. Zantedeschi +5 more

    2023arXiv.org4 citations

    Semantic Scholar

    Save