Zhuo Chen

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authored 9 papers 9 months ago

L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling

Paper • 2503.04725 • Published Mar 6 • 21

Multimodal Learning for Materials

Paper • 2312.00111 • Published Nov 30, 2023

Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions

Paper • 2212.06835 • Published Dec 14, 2022

Spacetime Neural Network for High Dimensional Quantum Dynamics

Paper • 2108.02200 • Published Aug 4, 2021

TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision

Paper • 2404.10771 • Published Apr 16, 2024 • 1

Autoregressive Transformer Neural Network for Simulating Open Quantum Systems via a Probabilistic Formulation

Paper • 2009.05580 • Published Sep 11, 2020

Gauge Invariant and Anyonic Symmetric Transformer and RNN Quantum States for Quantum Lattice Models

Paper • 2101.07243 • Published Jan 18, 2021

ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation

Paper • 2304.01996 • Published Apr 4, 2023 • 1

QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation

Paper • 2406.00132 • Published May 31, 2024 • 6