Neural Networks Provably Learn Spectral Representations for Group Composition
Paper • 2606.02993 • Published • 6
AI & ML interests
Cybersecurity x AI
Papers
FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines
Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report
MBP M5 24GB Runs
1
#6 opened 3 months ago
by 
whiskeysquirrel
Looking for line level localization
2
#5 opened 3 months ago
by 
sardsec
successfully logged in and granted access to the model yet unable to access it!
2
#4 opened 4 months ago
by 
hshallal
Observations from LoRA fine-tuning and custom tool harness experiments
👀 1
2
#3 opened 4 months ago
by 
cyh789
JLiangHe
authored a
paper 5 months ago
JLiangHe
submitted a
paper to Daily Papers 5 months ago
JLiangHe
submitted a
paper to Daily Papers 9 months ago
JLiangHe
authored 6
papers 9 months ago
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
Paper • 2404.12648 • Published
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Paper • 2503.12734 • Published
Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report
Paper • 2508.01059 • Published • 35
Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report
Paper • 2601.21051 • Published • 14
On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking
Paper • 2602.16849 • Published • 8
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
Paper • 2405.19883 • Published
zhuoranyang
submitted a
paper to Daily Papers 10 months ago
zhuoranyang
authored 6
papers about 1 year ago
A Theoretical Analysis of Deep Q-Learning
Paper • 1901.00137 • Published
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
Paper • 2305.18459 • Published
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
Paper • 2312.01127 • Published
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Paper • 2503.12734 • Published
Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders
Paper • 2506.14002 • Published • 5
On Computation and Generalization of Generative Adversarial Imitation Learning
Paper • 2001.02792 • Published • 1