Xu Ziwen

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upvoted 4 papers 2 months ago

When Should Models Change Their Minds? Contextual Belief Management in Large Language Models

Paper • 2605.30219 • Published May 28 • 26

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 44

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Paper • 2605.28732 • Published May 27 • 40

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research

Paper • 2605.22878 • Published May 20 • 60

upvoted 2 articles 4 months ago

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Article

Take Control of What Your LLM Knows and Does — with the EasyEdit Tool Series

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xzwnlp

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Jul 15, 2025

• 10

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Article

Making LLMs Truly Remember You | LightMem: Lightweight and Efficient Memory-Augmented Generation

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xzwnlp

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Feb 28

• 5

upvoted a paper 5 months ago

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities

Paper • 2603.02578 • Published Mar 3 • 25

upvoted 2 articles 5 months ago

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Article

构建、评估与连接 AI 技能 | SkillNet：大规模智能体“技能图谱”知识库

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xzwnlp

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Feb 28

• 10

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Article

Create, Evaluate, and Connect AI Skills | SkillNet: A Large-Scale Agentic "Skill Graph" Knowledge Base

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xzwnlp

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Feb 28

• 13

upvoted 2 papers 6 months ago

From Data to Behavior: Predicting Unintended Model Behaviors Before Training

Paper • 2602.04735 • Published Feb 4 • 16

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics

Paper • 2602.02343 • Published Feb 2 • 13

upvoted a paper 9 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 116

upvoted 2 papers 10 months ago

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models

Paper • 2504.15133 • Published Apr 21, 2025 • 26

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 36

upvoted an article about 1 year ago

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Article

从知识更新到行为调控: 基于 EasyEdit 的大模型知识编辑框架

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xzwnlp

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Jul 15, 2025

• 6

upvoted a paper about 1 year ago

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Paper • 2505.20322 • Published May 23, 2025 • 15

upvoted a paper about 2 years ago

Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34