Articles by Chaohong Lee

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Chaohong Lee

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A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning

11 March 2025 by Chungpa Lee and others

Machine Learning, Computer Vision and Pattern Recognition

Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge

10 March 2025 by Heegyu Kim and others

Computation and Language

First search for dark photon dark matter with a MADMAX prototype

7 March 2025 by J. Egge and others

High Energy Physics, Instrumentation and Methods for Astrophysics

A Scorecard Model Using Survival Analysis Framework

6 March 2025 by Cheng Lee and Hsi Lee

Applications

Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

5 March 2025 by Nuria Alina Chandra and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Investigation of O interstitial diffusion in β-Ga_2O_3: direct approach via master diffusion equations

3 March 2025 by Grace Mcknight and others

Materials Science, Applied Physics

Investigation of O interstitial diffusion in β-Ga_2O_3: direct approach via master diffusion equations

3 March 2025 by Grace Mcknight and others

Materials Science, Applied Physics

A Generalized Theory of Mixup for Structure-Preserving Synthetic Data

3 March 2025 by Chungpa Lee and others

Machine Learning, Other Statistics

Adaptive cold-atom magnetometry mitigating the trade-off between sensitivity and dynamic range

3 March 2025 by Zhu Ma and others

Quantum Physics

Kanana: Compute-efficient Bilingual Language Models

28 February 2025 by Kanana Llm Team and others

Computation and Language, Machine Learning

Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior

28 February 2025 by Chanhui Lee and others

Computer Vision and Pattern Recognition

Deep Modeling of Non-Gaussian Aleatoric Uncertainty

27 February 2025 by Aastha Acharya and others

Machine Learning, Artificial Intelligence

BoA: Attention-aware Post-training Quantization without Backpropagation

27 February 2025 by Junhan Kim and others

Machine Learning, Artificial Intelligence

VeriPlan: Integrating Formal Verification and LLMs into End-User Planning

25 February 2025 by Christine Lee and others

Human-Computer Interaction, Artificial Intelligence

NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

25 February 2025 by Chankyu Lee and others

Computation and Language, Artificial Intelligence

Inversion-asymmetric itinerant antiferromagnets by the space group symmetry

23 February 2025 by Changhee Lee and P. M. R. Brydon

MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs

22 February 2025 by Sheng-Chieh Lin and others

Computation and Language, Artificial Intelligence

Learning to Ask: When LLM Agents Meet Unclear Instruction

16 February 2025 by Wenxuan Wang and others

Computation and Language, Artificial Intelligence

Can Unconfident LLM Annotations Be Used for Confident Conclusions?

8 February 2025 by Kristina Gligorić and others

Computation and Language, Artificial Intelligence

Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge

7 February 2025 by Muhammad Imran and others

Image and Video Processing, Artificial Intelligence

Observation of a dynamic magneto-chiral instability in photoexcited tellurium

7 February 2025 by Yijing Huang and others at

Ohio State University

Mesoscale and Nanoscale Physics, Disordered Systems and Neural Networks

Enhancing Phishing Email Identification with Large Language Models

7 February 2025 by Catherine Lee

Cryptography and Security, Artificial Intelligence

BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks

6 February 2025 by Hanyong Lee and others

Cryptography and Security, Artificial Intelligence

Mol-LLM: Generalist Molecular LLM with Improved Graph Utilization

5 February 2025 by Chanhui Lee and others

Machine Learning, Artificial Intelligence

Quantum Metrology via Floquet-Engineered Two-axis Twisting and Turn Dynamics

4 February 2025 by Jihao Ma and others

Quantum Physics, Atomic Physics

Planet Purifiers: A Collaborative Immersive Experience Proposing New Modifications to HOMER and Fishing Reel Interaction Techniques

2 February 2025 by Alexander Giovannelli and others

Human-Computer Interaction

Light-induced reorientation transition in an antiferromagnetic semiconductor

2 February 2025 by Bryan Fichera and others

Materials Science, Strongly Correlated Electrons

OmniPred: Language Models as Universal Regressors

30 January 2025 by Xingyou Song and others at

Carnegie Mellon University

Machine Learning, Artificial Intelligence

Quantitative Modeling of Point Defects in β-Ga2O3 Combining Hybrid Functional Energetics with Semiconductor and Processes Thermodynamics

29 January 2025 by Khandakar Aaditta Arnab and others

Materials Science

Multi-Agent Geospatial Copilots for Remote Sensing Workflows

27 January 2025 by Chaehong Lee and others

Machine Learning

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