Huzefa Rangwala

Relatron: Automating Relational Machine Learning over Relational Databases

VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks

Generating Data-Driven Reasoning Rubrics for Domain-Adaptive Reward Modeling

When Does Multimodality Lead to Better Time Series Forecasting?

The Kinetics of Reasoning: How Chain-of-Thought Shapes Learning in Transformers?

BoundRL: Efficient Structured Text Segmentation through Reinforced Boundary Generation

ReSyn: Autonomously Scaling Synthetic Environments for Reasoning Models

MaxCode: A Max-Reward Reinforcement Learning Framework for Automated Code Optimization

Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models

MLZero: A Multi-Agent System for End-to-end Machine Learning Automation

Protein Structure Tokenization: Benchmarking and New Recipe

Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer

AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

AutoG: Towards automatic graph construction from tabular data

From Demonstrations to Rewards: Alignment Without Explicit Human Preferences

Long-context Protein Language Model

Agent-G: An Agentic Framework for Graph Retrieval Augmented Generation