Md Mofijul Islam

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)Scientific Discovery & Drug Design (1)

Frequent co-authors

Priyashree Roy (1)Sujitha Martin (1)Mohammad Rostami (1)Spencer Romo (1)

Papers (2)

Aug 3, 2026

Priyashree Roy +8Aug 3, 2026·also USC

Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction

Calibration quality of VLMs varies dramatically, with some models exhibiting near-perfect confidence estimates while others are severely overconfident, impacting automation decisions in document processing.

Priyashree Roy, Sujitha Martin, Mohammad Rostami +6

Eval Frameworks & Benchmarks Multimodal Models

Jul 16, 2026

Amazon ScienceJul 16, 2026·also Affiliation:

RetroAgent: Harnessing LLMs to Search Over Structured Memory for Agentic Retrosynthesis Planning

RetroAgent revolutionizes retrosynthesis planning by combining LLMs with structured memory, leading to significantly improved decision-making in complex chemical searches.

Yanqiao Zhu, Jingru Gan, Jingru Gan +17

Reasoning & Chain-of-Thought Scientific Discovery & Drug Design Tool Use & Agents