Articles by Yanyun Chang

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MID: A Comprehensive Shore-Based Dataset for Multi-Scale Dense Ship Occlusion and Interaction Scenarios

3 days ago by Yugang Chang and others

Computer Vision and Pattern Recognition

Rethinking Data Selection at Scale: Random Selection is Almost All You Need

5 days ago by Tingyu Xia and others

Computation and Language, Artificial Intelligence

Large Language Model Evaluation via Matrix Nuclear-Norm

5 days ago by Yahan Li and others

Computation and Language

BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models

5 days ago by Yupeng Chang and others

Computation and Language, Machine Learning

Spin relaxation in inhomogeneous magnetic fields with depolarizing boundaries

6 days ago by Yue Chang and others

Quantum Physics

Fragmented Layer Grouping in GUI Designs Through Graph Learning Based on Multimodal Information

7 days ago by Yunnong Chen and others

Software Engineering, Artificial Intelligence

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

4 December 2024 by Yaoyao Chang and others

Computation and Language

DualCast: Disentangling Aperiodic Events from Traffic Series with a Dual-Branch Model

27 November 2024 by Xinyu Su and others

Machine Learning, Artificial Intelligence

On the maximal correlation of some stochastic processes

26 November 2024 by Yinshan Chang and Qinwei Chen

Probability, Statistics Theory

Planning-Driven Programming: A Large Language Model Programming Workflow

21 November 2024 by Chao Lei and others

Software Engineering, Artificial Intelligence

Hippocampal volumes in UK Biobank are associated with APOE only in older adults

16 November 2024 by A. Chaloemtoem and others at

Washington University

Neurology

Littlewood-Offord problems for the Curie-Weiss models

15 November 2024 by Yinshan Chang and Xue Peng

Probability

Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching

15 November 2024 by Yasi Zhang and others

Computer Vision and Pattern Recognition, Machine Learning

DiffusionPID: Interpreting Diffusion via Partial Information Decomposition

14 November 2024 by Rushikesh Zawar and others

Computer Vision and Pattern Recognition

Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through f-divergence Minimization

6 November 2024 by Haoyuan Sun and others

Computer Vision and Pattern Recognition

Generalized Lagrange Coded Computing: A Flexible Computation-Communication Tradeoff for Resilient, Secure, and Private Computation

6 November 2024 by Jinbao Zhu and others

Information Theory, Machine Learning

First Demonstration of the HeRALD Superfluid Helium Detector Concept

4 November 2024 by R. Anthony-Petersen and others

Instrumentation and Detectors, High Energy Physics

A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning

3 November 2024 by Fei Wang and others

Computer Vision and Pattern Recognition

AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models

1 November 2024 by Yaopei Zeng and others

Computer Vision and Pattern Recognition, Artificial Intelligence

DFabric: Scaling Out Data Parallel Applications with CXL-Ethernet Hybrid Interconnects

30 October 2024 by Xu Zhang and others

Distributed, Parallel, and Cluster Computing, Hardware Architecture

A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Anomaly Detection

29 October 2024 by Yuxuan Lin and others

Computer Vision and Pattern Recognition

Magnetic Milli-spinner for Robotic Endovascular Surgery

28 October 2024 by Shuai Wu and others at

Stanford University

Robotics, Applied Physics

Language Models Need Inductive Biases to Count Inductively

25 October 2024 by Yingshan Chang and Yonatan Bisk

Computation and Language, Artificial Intelligence

Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation

25 October 2024 by Yingshan Chang and others

Computation and Language, Artificial Intelligence

Mitigating Graph Covariate Shift via Score-based Out-of-distribution Augmentation

23 October 2024 by Bohan Wang and others

Machine Learning, Artificial Intelligence

AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

22 October 2024 by Christopher Rawles and others

Artificial Intelligence, Machine Learning

Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces

21 October 2024 by Jifeng Hu and others

Machine Learning

A characterization of graphs of radius-r flip-width at most 2

19 October 2024 by Yeonsu Chang and others

Combinatorics

Hybrid bundle-adjusting 3D Gaussians for view consistent rendering with pose optimization

17 October 2024 by Yanan Guo and others

Computer Vision and Pattern Recognition

Analyzing Wage Theft in Day Labor Markets via Principal Agent Models

11 October 2024 by James Bailey and others

Optimization and Control, Computer Science and Game Theory

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High Energy Physics Instrumentation and Detectors Nuclear Experiment Bioinformatics Genomics Microbiology Neuroscience Infectious Diseases Evolutionary Biology Cell Biology Epidemiology Classical Analysis and ODEs Cardiovascular Medicine Immunology Analysis of PDEs