Ridwan Mahbub

According to our database, Ridwan Mahbub authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices.

Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang

CoRR, October, 2025

LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions.

Mizanur Rahman, Amran Bhuiyan, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Ridwan Mahbub, Ahmed Masry, Shafiq Joty, Enamul Hoque

CoRR, October, 2025

DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards.

Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam, Thinh Lang, Shadikur Rahman, Ridwan Mahbub, Mizanur Rahman, Mahir Ahmed, Md. Rizwan Parvez, Enamul Hoque, Shafiq Joty

CoRR, August, 2025

The Perils of Chart Deception: How Misleading Visualizations Affect Vision-Language Models.

Ridwan Mahbub, Mohammed Saidul Islam, Md. Tahmid Rahman Laskar, Mizanur Rahman, Mir Tafseer Nayeem, Enamul Hoque

CoRR, August, 2025

From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text.

Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque

CoRR, August, 2025

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?

Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Ahmed Masry, Mizanur Rahman, Amran Bhuiyan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang

CoRR, May, 2025

Learning or Cheating? Assessing Data Contamination in Large Vision-Language Models.

Ahmed Masry, Mahir Ahmed, Ridwan Mahbub

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2023

Unveiling the Essence of Poetry: Introducing a Comprehensive Dataset and Benchmark for Poem Summarization.

Ridwan Mahbub, Ifrad Khan, Samiha Anuva, Md Shahriar, Md. Tahmid Rahman Laskar, Sabbir Ahmed

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023