98 citations · 141 across the 5 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.LG2023★ 12 cited
Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks
Zhaohan Xi, Tianyu Du, Changjiang Li +5
Pre-trained language models (PLMs) have demonstrated remarkable performance as few-shot learners. However, their security risks under such settings are largely unexplored. In this…
cs.CR2023★ 1 cited
On the Security Risks of Knowledge Graph Reasoning
Zhaohan Xi, Tianyu Du, Changjiang Li +6
Knowledge graph reasoning (KGR) -- answering complex logical queries over large knowledge graphs -- represents an important artificial intelligence task, entailing a range of appli…
cs.HC2023★ 28 cited
AutoML in The Wild: Obstacles, Workarounds, and Expectations
Yuan Sun, Qiurong Song, Xinning Gui +2
Automated machine learning (AutoML) is envisioned to make ML techniques accessible to ordinary users. Recent work has investigated the role of humans in enhancing AutoML functional…