Ningyu Zhang PRO

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upvoted a paper 3 days ago

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Paper • 2608.20202 • Published 5 days ago • 31

upvoted a paper 7 days ago

MobileMem: Learning from a Year of Mobile Experiences

Paper • 2608.13606 • Published 14 days ago • 25

upvoted a paper 11 days ago

Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

Paper • 2608.12036 • Published 13 days ago • 86

upvoted a collection 14 days ago

MobileMem

Collection

2 items • Updated 7 days ago • 1

upvoted a paper 18 days ago

OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents

Paper • 2608.05013 • Published 21 days ago • 37

upvoted 2 articles 21 days ago

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Article

Beyond Surface Alignment: Belief as the Gateway to Deep Alignment in LLMs

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Alibaba-VELLDEPTH

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21 days ago

• 5

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Article

超越表层对齐：信念是通往深层对齐的新入口

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Alibaba-VELLDEPTH

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21 days ago

• 12

upvoted a paper about 1 month ago

LightMem-Ego: Your AI Memory for Everyday Life

Paper • 2607.11487 • Published Jul 13 • 48

upvoted 2 articles about 2 months ago

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Article

Can Skills Improve Codex’s Data Analysis Capabilities?

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Ningyu

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Jul 10

• 5

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Article

Can Codex Handle Real-World Data Analysis?

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Ningyu

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Jul 10

• 5

upvoted 2 papers 2 months ago

TokenPilot: Cache-Efficient Context Management for LLM Agents

Paper • 2606.17016 • Published Jun 15 • 16

LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

Paper • 2606.13578 • Published Jun 11 • 59

upvoted 4 papers 3 months ago

Unsupervised Skill Discovery for Agentic Data Analysis

Paper • 2606.06416 • Published Jun 4 • 12

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Paper • 2606.01311 • Published May 31 • 37

Exploring Autonomous Agentic Data Engineering for Model Specialization

Paper • 2605.30407 • Published May 28 • 23

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Paper • 2605.30434 • Published May 28 • 23

upvoted a collection 3 months ago

ContextualBeliefManagement

Collection

4 items • Updated May 29 • 5

upvoted 3 papers 3 months ago

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

Paper • 2605.30219 • Published May 28 • 27

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 44

Rethinking Memory as Continuously Evolving Connectivity

Paper • 2605.28773 • Published May 27 • 34