Baochang Ren

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upvoted a paper 8 days ago

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published 10 days ago • 15

upvoted a paper 17 days ago

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published 20 days ago • 26

upvoted a paper about 2 months ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 36

upvoted 2 papers 3 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 113

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20, 2025 • 15

upvoted 3 papers 4 months ago

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 36

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 30

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20

upvoted a paper 7 months ago

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published Jun 24, 2025 • 7

upvoted a paper 10 months ago

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners

Paper • 2503.16356 • Published Mar 20, 2025 • 15

upvoted 2 papers 11 months ago

ReLearn: Unlearning via Learning for Large Language Models

Paper • 2502.11190 • Published Feb 16, 2025 • 30

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

Paper • 2502.11196 • Published Feb 16, 2025 • 23

upvoted 2 papers over 1 year ago

Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

Exploring Model Kinship for Merging Large Language Models

Paper • 2410.12613 • Published Oct 16, 2024 • 21