What Makes Interaction Trajectories Effective for Training Terminal Agents? Paper • 2606.03461 • Published Jun 2 • 3
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Paper • 2607.06065 • Published 5 days ago • 7
SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Paper • 2607.06065 • Published 5 days ago • 7
Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models Paper • 2606.10537 • Published Jun 9
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents Paper • 2601.12346 • Published Jan 18 • 52
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation Paper • 2601.18533 • Published Jan 26
GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning Paper • 2604.20659 • Published Apr 22 • 1
What Makes Interaction Trajectories Effective for Training Terminal Agents? Paper • 2606.03461 • Published Jun 2 • 3
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Paper • 2605.14906 • Published May 14 • 79
SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving Paper • 2601.01426 • Published Jan 4 • 25
MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models Paper • 2406.13975 • Published Jun 20, 2024
Effi-Code: Unleashing Code Efficiency in Language Models Paper • 2410.10209 • Published Oct 14, 2024 • 2
SwingArena: Competitive Programming Arena for Long-context GitHub Issue Solving Paper • 2505.23932 • Published May 29, 2025
SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving Paper • 2601.01426 • Published Jan 4 • 25
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization Paper • 2405.15189 • Published May 24, 2024
SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving Paper • 2601.01426 • Published Jan 4 • 25