Meng Han

Large-scale Multi-view Subspace Clustering in Linear Time

2019 · arXiv (Cornell University)

A plethora of multi-view subspace clustering (MVSC) methods have been proposed over the past few years. Researchers manage to boost clustering accuracy from different points of view. However, many state-of-the-art MVSC algorithms, typically have a …

Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey

2023 · arXiv (Cornell University)

Advancements in wearable medical devices in IoT technology are shaping the modern healthcare system. With the emergence of the Internet of Healthcare Things (IoHT), we are witnessing how efficient healthcare services are provided to patients …

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining

2023

Jingcong Liang, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai, Xinyu Zhang, Zhao Cao, Xuanjing Huang, Zhongyu Wei. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM

2024

How can we construct an automated debate judge to evaluate an extensive, vibrant, multiturn debate?This task is challenging, as judging a debate involves grappling with lengthy texts, intricate argument relationships, and multi-dimensional assessments.At the same …

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement

2025 · arXiv (Cornell University)

Addressing the intellectual property protection challenges in commercial deployment of large language models (LLMs), existing black-box fingerprinting techniques face dual challenges from incremental fine-tuning erasure and feature-space defense due to their reliance on overfitting high-perplexity …