Mengxuan Hu

Orcid: 0000-0002-8822-2884

According to our database1, Mengxuan Hu authored at least 15 papers between 2023 and 2024.

Collaborative distances:

Timeline

2023
2024
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Bibliography

2024
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing.
CoRR, 2024

No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users.
CoRR, 2024

UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models.
CoRR, 2024

Bridging Causal Discovery and Large Language Models: A Comprehensive Survey of Integrative Approaches and Future Directions.
CoRR, 2024

Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Causal Inference with Latent Variables: Recent Advances and Future Prospectives.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Text2Seg: Zero-shot Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models.
Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2024

Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
XAI meets Biology: A Comprehensive Review of Explainable AI in Bioinformatics Applications.
CoRR, 2023

PharmacyGPT: The AI Pharmacist.
CoRR, 2023

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference.
CoRR, 2023

BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks.
CoRR, 2023

Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models.
CoRR, 2023

Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023


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