MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery Paper • 2606.24595 • Published 4 days ago • 1
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space Paper • 2603.04948 • Published Mar 5 • 2
Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining Paper • 2606.16246 • Published 8 days ago • 4
Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining Paper • 2606.16246 • Published 8 days ago • 4
Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning Paper • 2605.21488 • Published May 20 • 7
Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning Paper • 2605.21488 • Published May 20 • 7
Learning Modal-Mixed Chain-of-Thought Reasoning with Latent Embeddings Paper • 2602.00574 • Published Jan 31
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration Paper • 2605.08520 • Published May 8 • 6
FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration Paper • 2605.08520 • Published May 8 • 6
CellMaster: Collaborative Cell Type Annotation in Single-Cell Analysis Paper • 2602.13346 • Published Feb 12 • 2
CellMaster: Collaborative Cell Type Annotation in Single-Cell Analysis Paper • 2602.13346 • Published Feb 12 • 2
DeepPersona: A Generative Engine for Scaling Deep Synthetic Personas Paper • 2511.07338 • Published Nov 10, 2025 • 3
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery Paper • 2602.11609 • Published Feb 12 • 2
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery Paper • 2602.11609 • Published Feb 12 • 2
FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights Paper • 2602.02905 • Published Feb 2 • 5
ThinkSum: Probabilistic reasoning over sets using large language models Paper • 2210.01293 • Published Oct 4, 2022 • 1
Bootstrapping a User-Centered Task-Oriented Dialogue System Paper • 2207.05223 • Published Jul 11, 2022
Reasoning with Language Model is Planning with World Model Paper • 2305.14992 • Published May 24, 2023 • 4
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Paper • 2310.16427 • Published Oct 25, 2023 • 2