Dingfeng Shi

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upvoted a paper 5 days ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published 6 days ago • 50

upvoted a paper 13 days ago

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

Paper • 2511.13593 • Published 20 days ago • 24

upvoted 2 papers about 2 months ago

Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning

Paper • 2510.18849 • Published Oct 21 • 20

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

Paper • 2510.12838 • Published Oct 13 • 24

upvoted 2 papers 2 months ago

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

Paper • 2509.25301 • Published Sep 29 • 19

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29 • 29

upvoted 2 papers 4 months ago

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

Paper • 2508.13167 • Published Aug 6 • 129

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24 • 85

upvoted a paper 5 months ago

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

Paper • 2507.06229 • Published Jul 8 • 75

upvoted 3 papers 6 months ago

Scaling Test-time Compute for LLM Agents

Paper • 2506.12928 • Published Jun 15 • 63

PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization

Paper • 2506.12915 • Published Jun 15 • 20

TaskCraft: Automated Generation of Agentic Tasks

Paper • 2506.10055 • Published Jun 11 • 32