Kun Luo

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upvoted a paper 26 days ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published 29 days ago • 126

upvoted a paper 2 months ago

AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

Paper • 2604.25256 • Published Apr 28 • 30

upvoted a paper 6 months ago

MemoBrain: Executive Memory as an Agentic Brain for Reasoning

Paper • 2601.08079 • Published Jan 12 • 39

upvoted a paper 7 months ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 160

upvoted 2 papers 8 months ago

General Agentic Memory Via Deep Research

Paper • 2511.18423 • Published Nov 23, 2025 • 172

Emu3.5: Native Multimodal Models are World Learners

Paper • 2510.26583 • Published Oct 30, 2025 • 117

upvoted 3 papers 9 months ago

ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases

Paper • 2510.20270 • Published Oct 23, 2025 • 7

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 83

EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling

Paper • 2509.23909 • Published Sep 28, 2025 • 34

upvoted 3 papers 10 months ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 239

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

Open Data Synthesis For Deep Research

Paper • 2509.00375 • Published Aug 30, 2025 • 74

upvoted 2 papers about 1 year ago

OmniGen2: Exploration to Advanced Multimodal Generation

Paper • 2506.18871 • Published Jun 23, 2025 • 79

VideoDeepResearch: Long Video Understanding With Agentic Tool Using

Paper • 2506.10821 • Published Jun 12, 2025 • 19

upvoted a paper over 1 year ago

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 59

upvoted a paper almost 2 years ago

Making Text Embedders Few-Shot Learners

Paper • 2409.15700 • Published Sep 24, 2024 • 29