Jianliang He

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upvoted a paper 3 days ago

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking

Paper • 2602.16849 • Published 4 days ago • 6

submitted a paper to Daily Papers 3 days ago

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking

Paper • 2602.16849 • Published 4 days ago • 6

authored 6 papers 3 days ago

Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation

Paper • 2404.12648 • Published Apr 19, 2024

In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention

Paper • 2503.12734 • Published Mar 17, 2025

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

Paper • 2508.01059 • Published Aug 1, 2025 • 34

Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report

Paper • 2601.21051 • Published 25 days ago • 13

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking

Paper • 2602.16849 • Published 4 days ago • 6

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems

Paper • 2405.19883 • Published May 30, 2024

updated a dataset about 1 month ago

JLiangHe/sudoku-training-outputs

Updated Jan 12 • 177

published a dataset about 1 month ago

JLiangHe/sudoku-training-outputs

Updated Jan 12 • 177

upvoted a paper 5 months ago

Muon Outperforms Adam in Tail-End Associative Memory Learning

Paper • 2509.26030 • Published Sep 30, 2025 • 20

upvoted a paper 7 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 130

upvoted a paper 8 months ago

Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders

Paper • 2506.14002 • Published Jun 16, 2025 • 5