Proxy Exploration and Reusable Guidance: A Modular LLM Post-Training Paradigm via Proxy-Guided Update Signals Paper • 2607.11505 • Published 16 days ago • 18
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published 30 days ago • 103
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published 30 days ago • 103
MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery Paper • 2606.06473 • Published Jun 4 • 21
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision Paper • 2602.12164 • Published Feb 12 • 5
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision Paper • 2602.12164 • Published Feb 12 • 5
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 84
DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi-modal Large Language Models Paper • 2406.11633 • Published Jun 17, 2024 • 1
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing Paper • 2503.04629 • Published Mar 6, 2025 • 19
TrustGeoGen: Scalable and Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving Paper • 2504.15780 • Published Apr 22, 2025 • 6
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Paper • 2505.16938 • Published May 22, 2025 • 121
OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment Paper • 2510.10609 • Published Oct 12, 2025 • 1
AutoMLGen: Navigating Fine-Grained Optimization for Coding Agents Paper • 2510.08511 • Published Oct 9, 2025
FlowSearch: Advancing deep research with dynamic structured knowledge flow Paper • 2510.08521 • Published Oct 9, 2025
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction Paper • 2601.05107 • Published Jan 8 • 24
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 84
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 84
The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios Paper • 2601.08173 • Published Jan 13 • 9
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 38