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upvoted 3 papers about 1 month ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 281

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 54

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

Paper • 2511.13593 • Published Nov 17, 2025 • 25

upvoted 4 papers 3 months ago

A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning

Paper • 2510.12838 • Published Oct 13, 2025 • 24

LIME: Less Is More for MLLM Evaluation

Paper • 2409.06851 • Published Sep 10, 2024 • 2

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13, 2025 • 29

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Paper • 2510.10689 • Published Oct 12, 2025 • 46

upvoted 2 papers 4 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2, 2025 • 83

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24, 2025 • 80

upvoted 5 papers 5 months ago

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6, 2025 • 129

WideSearch: Benchmarking Agentic Broad Info-Seeking

Paper • 2508.07999 • Published Aug 11, 2025 • 110

VeriGUI: Verifiable Long-Chain GUI Dataset

Paper • 2508.04026 • Published Aug 6, 2025 • 161

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24, 2025 • 86

Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving

Paper • 2507.23726 • Published Jul 31, 2025 • 114

upvoted 6 papers 6 months ago

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published Jul 9, 2025 • 23

CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization

Paper • 2507.06181 • Published Jul 8, 2025 • 44

A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 93

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published Jul 8, 2025 • 75

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval

Paper • 2401.13478 • Published Jan 24, 2024 • 3

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents

Paper • 2406.13923 • Published Jun 20, 2024 • 24