2025
Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection.
CoRR, March, 2025

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons.
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CoRR, March, 2025

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?
CoRR, February, 2025

Wetland Scene Segmentation of Remote Sensing Images Based on Lie Group Feature and Graph Cut Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Can Knowledge Editing Really Correct Hallucinations?
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges.
SIGKDD Explor., December, 2024

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge.
CoRR, 2024

ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?
CoRR, 2024

FairMindSim: Alignment of Behavior, Emotion, and Belief in Humans and LLM Agents Amid Ethical Dilemmas.
CoRR, 2024

FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks.
CoRR, 2024

Model Attribution in Machine-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning.
CoRR, 2024

Can Editing LLMs Inject Harm?
CoRR, 2024

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
CoRR, 2024

Introducing v0.5 of the AI Safety Benchmark from MLCommons.
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CoRR, 2024

Can Large Language Model Agents Simulate Human Trust Behaviors?
CoRR, 2024

Combating misinformation in the age of LLMs: Opportunities and challenges.
AI Mag., 2024

Can Large Language Model Agents Simulate Human Trust Behavior?
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Can LLM-Generated Misinformation Be Detected?
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Can Large Language Models Identify Authorship?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection.
Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning.
Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023
MetaGAD: Learning to Meta Transfer for Few-shot Graph Anomaly Detection.
CoRR, 2023

Attacking Fake News Detectors via Manipulating News Social Engagement.
Proceedings of the ACM Web Conference 2023, 2023

PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
Fair classification via domain adaptation: A dual adversarial learning approach.
Frontiers Big Data, 2022

Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues.
CoRR, 2022

On Fair Classification with Mostly Private Sensitive Attributes.
CoRR, 2022

Benchmarking Node Outlier Detection on Graphs.
CoRR, 2022

Joint Adversarial Learning for Cross-domain Fair Classification.
CoRR, 2022

PyGOD: A Python Library for Graph Outlier Detection.
CoRR, 2022

Artificial Intelligence Algorithms for Treatment of Diabetes.
Algorithms, 2022

BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022