Articles by Mingjie Li

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Mingjie Li

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Are Smarter LLMs Safer? Exploring Safety-Reasoning Trade-offs in Prompting and Fine-Tuning

21 February 2025 by Ang Li and others

Computation and Language, Artificial Intelligence

Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data

29 January 2025 by Atilla Akkuş and others

Cryptography and Security, Machine Learning

SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation

3 January 2025 by Mingjie Li and others

Machine Learning

MADE: Graph Backdoor Defense with Masked Unlearning

31 December 2024 by Xiao Lin and others

Cryptography and Security, Artificial Intelligence

HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation

15 December 2024 by Tengfei Liu and others

Computer Vision and Pattern Recognition

Minimal nilpotent finite W-algebra and cuspidal module category of \mathfrak{sp}_{2n}

11 November 2024 by Genqiang Liu and Mingjie Li

Representation Theory, Rings and Algebras

Artificial Intelligence-Enhanced Couinaud Segmentation for Precision Liver Cancer Therapy

5 November 2024 by Liang Qiu and others

Image and Video Processing, Computer Vision and Pattern Recognition

Stationary flows for viscous heat-conductive fluid in a perturbed half-space

18 October 2024 by Mingjie Li and others

Analysis of PDEs

On the Adversarial Transferability of Generalized "Skip Connections"

11 October 2024 by Yisen Wang and others at

Fudan University

Machine Learning, Artificial Intelligence

SemiDDM-Weather: A Semi-supervised Learning Framework for All-in-one Adverse Weather Removal

29 September 2024 by Fang Long and others

Computer Vision and Pattern Recognition

Does a Neural Network Really Encode Symbolic Concepts?

13 September 2024 by Mingjie Li and Quanshi Zhang

Machine Learning, Artificial Intelligence

TERD: A Unified Framework for Safeguarding Diffusion Models Against Backdoors

9 September 2024 by Yichuan Mo and others

Cryptography and Security, Artificial Intelligence

Medical Report Generation Is A Multi-label Classification Problem

30 August 2024 by Yijian Fan and others

Computer Vision and Pattern Recognition

Predicting Parameter Change's Effect on Cellular Network Time Series

28 August 2024 by Mingjie Li and others

Networking and Internet Architecture

Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs

1 August 2024 by Mingjie Li and Quanshi Zhang

Machine Learning, Artificial Intelligence

Image Super-Resolution with Taylor Expansion Approximation and Large Field Reception

1 August 2024 by Jiancong Feng and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

19 July 2024 by Mingjie Li and others

Computer Vision and Pattern Recognition

CLIPVQA:Video Quality Assessment via CLIP

6 July 2024 by Fengchuang Xing and others

Computer Vision and Pattern Recognition, Image and Video Processing

Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness

23 June 2024 by Ke Sun and others

Machine Learning

Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection

11 June 2024 by Junfei Yi and others

Computer Vision and Pattern Recognition

Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification

5 June 2024 by Gexin Huang and others

Computer Vision and Pattern Recognition

Moving impedance profiles make one--way, spectrum--reshaping mirrors

13 April 2024 by Mingjie Li and S. A. R. Horsley

Optics

Stability of Stationary Solutions to the Nonisentropic Euler-Poisson System in a Perturbed Half Space

12 March 2024 by Mingjie Li and Masahiro Suzuki

Analysis of PDEs

Multiple plateaus of high-sideband generation from Floquet matters

3 March 2024 by Yu-Xuan Chen and others

Optics

Black-box Adversarial Attacks Against Image Quality Assessment Models

28 February 2024 by Yu Ran and others at

Guangzhou University

Computer Vision and Pattern Recognition, Image and Video Processing

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