Xin Xu

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upvoted a paper 6 days ago

LightThinker++: From Reasoning Compression to Memory Management

Paper • 2604.03679 • Published 9 days ago • 32

upvoted a paper 8 days ago

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders

Paper • 2602.05027 • Published Feb 4 • 63

upvoted 2 papers about 1 month ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 91

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

Paper • 2603.02578 • Published Mar 3 • 25

upvoted 3 articles about 1 month ago

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Article

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

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Feb 28

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4

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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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Feb 28

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9

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Article

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

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Feb 28

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13

upvoted 2 papers about 2 months ago

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Paper • 2602.14367 • Published Feb 16 • 17

ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces

Paper • 2602.11683 • Published Feb 12 • 8

upvoted a paper 2 months ago

From Data to Behavior: Predicting Unintended Model Behaviors Before Training

Paper • 2602.04735 • Published Feb 4 • 15

upvoted 5 papers 3 months ago

Learning to Discover at Test Time

Paper • 2601.16175 • Published Jan 22 • 44

Behavior Knowledge Merge in Reinforced Agentic Models

Paper • 2601.13572 • Published Jan 20 • 27

Aligning Agentic World Models via Knowledgeable Experience Learning

Paper • 2601.13247 • Published Jan 19 • 15

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published Jan 9 • 20

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 321

upvoted a paper 4 months ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 36

upvoted a paper 5 months ago

MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation

Paper • 2511.03942 • Published Nov 6, 2025 • 2

upvoted a collection 5 months ago

AI Evals

Collection

1 item • Updated Oct 3, 2025 • 1

upvoted 2 papers 6 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 115

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20, 2025 • 15