Mingyu Jin

According to our database1, Mingyu Jin authored at least 38 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis.
J. Heal. Informatics Res., December, 2024

Portable Arduino-Based Multi-Sensor Device (SBEDAD): Measuring the Built Environment in Street Cycling Spaces.
Sensors, May, 2024

AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow.
CoRR, 2024

Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis.
CoRR, 2024

Data-centric NLP Backdoor Defense from the Lens of Memorization.
CoRR, 2024

Visual Agents as Fast and Slow Thinkers.
CoRR, 2024

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction.
CoRR, 2024

When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments.
CoRR, 2024

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models.
CoRR, 2024

Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models.
CoRR, 2024

Better Sampling, towards Better End-to-end Small Object Detection.
CoRR, 2024

MoralBench: Moral Evaluation of LLMs.
CoRR, 2024

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.
CoRR, 2024

Towards Imperceptible Backdoor Attack in Self-supervised Learning.
CoRR, 2024

ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction.
CoRR, 2024

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis.
CoRR, 2024

Goal-guided Generative Prompt Injection Attack on Large Language Models.
CoRR, 2024

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
CoRR, 2024

Large Language Models in Biomedical and Health Informatics: A Bibliometric Review.
CoRR, 2024

Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
CoRR, 2024

NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models.
CoRR, 2024

What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents.
CoRR, 2024

Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities.
CoRR, 2024

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.
CoRR, 2024

AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.
CoRR, 2024

Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

TrustAgent: Towards Safe and Trustworthy LLM-based Agents.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Target-driven Attack for Large Language Models.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

The Impact of Reasoning Step Length on Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

MathAttack: Attacking Large Language Models towards Math Solving Ability.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Assessing Prompt Injection Risks in 200+ Custom GPTs.
CoRR, 2023

Metric Learning for Projections Bias of Generalized Zero-shot Learning.
CoRR, 2023

A Simple and Effective Baseline for Attentional Generative Adversarial Networks.
CoRR, 2023

Automatic Image Blending Algorithm Based on SAM and DINO.
CoRR, 2023

Image Blending Algorithm with Automatic Mask Generation.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Emergency Stop System of Computer Vision Workstation Based on GMM-HMM and LSTM.
Proceedings of the 9th International Conference on Automation, Robotics and Applications, 2023

2018
ABC<sup>+</sup>: extended action-benefit-cost modeling with knowledge-based decision-making and interaction model for system of systems simulation.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2017
SoS GaP Slicer: Slicing SoS Goal and PRISM Models for Change-Responsive Verification of SoS.
Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017


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