Articles by Nika Lee

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AlphaPO -- Reward shape matters for LLM alignment

7 January 2025 by Aman Gupta and others

Computation and Language

di-Langlands correspondence and extended observables

3 January 2025 by Saebyeok Jeong and others

High Energy Physics, Mathematical Physics

Parallel surface defects, Hecke operators, and quantum Hitchin system

2 January 2025 by Saebyeok Jeong and others

High Energy Physics, Mathematical Physics

Bispectral duality and separation of variables from surface defect transition

2 January 2025 by Saebyeok Jeong and Norton Lee

High Energy Physics, Mathematical Physics

Multibeam Satellite Communications with Massive MIMO: Asymptotic Performance Analysis and Design Insights

24 December 2024 by Seyong Kim and others

Information Theory

Brain white matter pathways of resilience to chronic back pain: a multisite validation

24 December 2024 by M. Misic and others

Neuroscience

Thermal circuit model for silicon quantum-dot array structures

19 December 2024 by Takeru Utsugi and others

Mesoscale and Nanoscale Physics, Applied Physics

Compositional Representation of Polymorphic Crystalline Materials

8 December 2024 by Namkyeong Lee and others

Materials Science, Machine Learning

3D Interaction Geometric Pre-training for Molecular Relational Learning

4 December 2024 by Namkyeong Lee and others

Machine Learning, Artificial Intelligence

A joint modeling approach to treatment effects estimation with unmeasured confounders

17 November 2024 by Namhwa Lee and Shujie Ma

Methodology

Multidimensional Polynomial Phase Estimation

11 November 2024 by Heedong Do and others

Signal Processing, Information Theory

Dynamic Competition Between Orbital and Exchange Interactions Selectively Localizes Electrons and Holes Through Polarons

1 November 2024 by Jocelyn Mendes and others

Materials Science

Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge

28 October 2024 by Heewoong Noh and others

Machine Learning, Artificial Intelligence

TinyAgent: Function Calling at the Edge

25 October 2024 by Lutfi Eren Erdogan and others

Computation and Language, Machine Learning

Cross-lingual Transfer of Reward Models in Multilingual Alignment

23 October 2024 by Jiwoo Hong and others at

KAIST

Computation and Language, Artificial Intelligence

NVLM: Open Frontier-Class Multimodal LLMs

22 October 2024 by Wenliang Dai and others

Computation and Language, Artificial Intelligence

Metal Price Spike Prediction via a Neurosymbolic Ensemble Approach

16 October 2024 by Nathaniel Lee and others at

Arizona State University

Machine Learning

Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization

11 October 2024 by Sungbin Shin and others

Computation and Language, Machine Learning

Sylber: Syllabic Embedding Representation of Speech from Raw Audio

9 October 2024 by Cheol Jun Cho and others

Computation and Language, Sound

Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities

6 October 2024 by Hoon Lee and others

Networking and Internet Architecture, Information Theory

Multi-reference coupled cluster theory using the normal ordered exponential ansatz

30 September 2024 by Alexander Gunasekera and others

Chemical Physics

PicoCam: High-resolution 3D imaging of live animals and preserved specimens

28 September 2024 by Josh Medina and others

Evolutionary Biology

The Role of Masking for Efficient Supervised Knowledge Distillation of Vision Transformers

27 September 2024 by Seungwoo Son and others at

Pohang University of Science and Technology

Machine Learning, Computer Vision and Pattern Recognition

Protein-Mamba: Biological Mamba Models for Protein Function Prediction

22 September 2024 by Bohao Xu and others at

Rensselaer Polytechnic Institute

Machine Learning, Biomolecules

Low-Earth Orbit Satellite Network Analysis: Coverage under Distance-Dependent Shadowing

6 September 2024 by Jinseok Choi and others

Information Theory, Signal Processing

Defects and type D relativistic Toda lattice for some 5d gauge theories

5 September 2024 by Kimyeong Lee and Norton Lee

High Energy Physics

Joint and Robust Beamforming Framework for Integrated Sensing and Communication Systems

3 September 2024 by Jinseok Choi and others at

Arizona State University

Signal Processing, Information Theory

Spectrum Sharing Between Low Earth Orbit Satellite and Terrestrial Networks: A Stochastic Geometry Perspective Analysis

22 August 2024 by Daeun Kim and others

Signal Processing

Epstein-Barr virus noncoding RNA EBER1 promotes the expression of a ribosomal protein paralog to boost oxidative phosphorylation

22 August 2024 by Sagar Paudel and Nika Lee

Molecular Biology

Sparsely Pre-transformed Polar Codes for Low-Latency SCL Decoding

10 August 2024 by Geon Choi and Namyoon Lee

Information Theory, Signal Processing

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