Yuntian Group

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https://yuntiandeng.com/

yuntiandeng

yuntian-group

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Recent Activity

yuntian-deng authored a paper 8 days ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

yuntian-deng authored a paper 8 days ago

Interactive Training 2: Auditable Control Plane for Live Model Training

yuntian-deng submitted a paper 9 days ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

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Papers

Interactive Training: Feedback-Driven Neural Network Optimization

NeuralOS: Towards Simulating Operating Systems via Neural Generative Models

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yuntian-deng

authored 2 papers 8 days ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published 10 days ago • 383

Interactive Training 2: Auditable Control Plane for Live Model Training

Paper • 2607.18314 • Published Jul 17 • 20

yuntian-deng

submitted a paper to Daily Papers 9 days ago

Compile by Training: Turning Natural-Language Specifications into Local Neural Functions

Paper • 2609.04199 • Published 10 days ago • 383

yuntian-deng

authored a paper 11 days ago

Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

Paper • 2609.00621 • Published 12 days ago • 9

yuntian-deng

submitted a paper to Daily Papers 11 days ago

Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

Paper • 2609.00621 • Published 12 days ago • 9

yuntian-deng

submitted a paper to Daily Papers about 2 months ago

Interactive Training 2: Auditable Control Plane for Live Model Training

Paper • 2607.18314 • Published Jul 17 • 20

yuntian-deng

authored a paper 2 months ago

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Paper • 2607.02512 • Published Jul 2 • 310

yuntian-deng

submitted a paper to Daily Papers 2 months ago

Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Paper • 2607.02512 • Published Jul 2 • 310

yuntian-deng

authored 3 papers 3 months ago

Long Grounded Thoughts: Distilling Compositional Visual Reasoning Chains at Scale

Paper • 2511.05705 • Published Nov 7, 2025 • 10

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities

Paper • 2606.04205 • Published Jun 2

Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Paper • 2606.06492 • Published Jun 4 • 96

EnronMusk

updated a dataset 8 months ago

yuntian-group/ChatAnnotators

Viewer • Updated Jan 21 • 5.58k • 2

yuntian-deng

authored 2 papers 11 months ago

TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar

Paper • 2510.14972 • Published Oct 16, 2025 • 35

Interactive Training: Feedback-Driven Neural Network Optimization

Paper • 2510.02297 • Published Oct 2, 2025 • 43

yuntian-deng

authored a paper 12 months ago

Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls

Paper • 2510.00184 • Published Sep 30, 2025 • 17

yuntian-deng

updated a Space about 1 year ago

Neural Computer

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yuntian-deng

authored a paper about 1 year ago

NeuralOS: Towards Simulating Operating Systems via Neural Generative Models

Paper • 2507.08800 • Published Jul 11, 2025 • 81

yuntian-deng

published a Space about 1 year ago

Neural Computer

🧠

yuntian-deng

authored 2 papers over 1 year ago

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Paper • 2505.15612 • Published May 21, 2025 • 34

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Paper • 2406.08464 • Published Jun 12, 2024 • 72

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yuntian-group's activity

Neural Computer

Neural Computer