Doyen Sahoo

Learning to Reason over Continuous Tokens with Reinforcement Learning

Entropy-Based Block Pruning for Efficient Large Language Models

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Scalable Chain of Thoughts via Elastic Reasoning

Fractured Chain-of-Thought Reasoning

Automatic Curriculum Expert Iteration for Reliable LLM Reasoning

ThinK: Thinner Key Cache by Query-Driven Pruning

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

GIFT-Eval: A Benchmark for General Time Series Forecasting Model Evaluation

UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting

Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs