3 citations · 6 across the 6 of their papers we have counts for
7 papers
When Does Longer Reasoning Help? Predicting Mathematical Reasoning Through Discovery and Execution
Adib Hasan, Lay Jain, Thanic Nur Samin
Test-time compute can improve mathematical reasoning, but can short-budget runs predict how mathematical reasoning scales with additional compute? We introduce a Discovery--Executi…
AutoFyn Technical Report: Non-Parametric Expert Iteration for Long-Horizon Agents
Adib Hasan, Daniel Schaffield, Akashnil Dutta +1
We introduce AutoFyn, an agent harness inspired by the Expert Iteration algorithm, adapting a frozen model across many rounds by updating persistent state from verified reward sign…
Beyond Accuracy: A Qualitative Analysis of Vision-Language Models for Hate Speech Detection in Memes
Muhammad Jawad Chowdhury, Adiba Hasan, Ishrak Hossain +2
Memes have turned out to be a powerful tool through which individuals share their ideas concerning contemporary social and political problems. Their anonymity, as well as their abi…
VITA: Variational Pretraining of Transformers for Climate-Robust Crop Yield Forecasting
Adib Hasan, Mardavij Roozbehani, Munther Dahleh
Accurate crop yield forecasting is essential for global food security. However, current AI models systematically underperform when yields deviate from historical trends. We attribu…
WeatherFormer: A Pretrained Encoder Model for Learning Robust Weather Representations from Small Datasets
Adib Hasan, Mardavij Roozbehani, Munther Dahleh
This paper introduces WeatherFormer, a transformer encoder-based model designed to learn robust weather features from minimal observations. It addresses the challenge of modeling c…
Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning
Adib Hasan, Ileana Rugina, Alex Wang
This paper investigates the impact of model compression on the way Large Language Models (LLMs) process prompts, particularly concerning jailbreak resistance. We show that moderate…
Graphettes: Constant-time determination of graphlet and orbit identity including (possibly disconnected) graphlets up to size 8
Adib Hassan, Po-Chien Chung, Wayne B. Hayes
Graphlets are small connected induced subgraphs of a larger graph . Graphlets are now commonly used to quantify local and global topology of networks in the field. Methods exist…