activity
20232025
most citedBeyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends

2 citations · 2 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

Reflect then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion

Dong Zhao, Yadong Wang, Xiang Chen +6

Large Language Models (LLMs) show remarkable potential for few-shot information extraction (IE), yet their performance is highly sensitive to the choice of in-context examples. Con…

cs.LG2025

Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning

Xinrui Wang, Chuanxing Geng, Wenhai Wan +2

Recent studies have verified that semi-supervised learning (SSL) is vulnerable to data poisoning backdoor attacks. Even a tiny fraction of contaminated training data is sufficient…