1 citations · 1 across the 6 of their papers we have counts for
7 papers
Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
Qian Ma, Anna Squicciarini, Sarah Rajtmajer
Online users often release multiple texts under the same identity, giving attackers an author profile that can reveal more than any single text. Existing authorship obfuscation met…
ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences
Bang Nguyen, Dominik Soós, Qian Ma +8
The literature has witnessed an emerging interest in AI agents for automated assessment of scientific papers. Existing benchmarks focus primarily on the computational aspect of thi…
Pedagogical Friction in Password Creation
Qian Ma, Yingfan Zhou, Shubhang Kaushik +6
Users often make security- and privacy-relevant decisions without a clear understanding of the rules that govern safe behavior. We introduce pedagogical friction, a design approach…
Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding
Qian Ma, Ruoxiang Xu, Yongqiang Cai
Numerous studies have demonstrated that the Transformer architecture possesses the capability for in-context learning (ICL). In scenarios involving function approximation, context…
Anatomy of the simplest renormalon
Marcos Marino
Perhaps the simplest IR renormalon occurs in the ground state energy of a superrenormalizable model, the scalar theory in two dimensions with a quartic potential and negativ…
Enhancing Adversarial Example Detection Through Model Explanation
Qian Ma, Ziping Ye
Adversarial examples are a major problem for machine learning models, leading to a continuous search for effective defenses. One promising direction is to leverage model explanatio…
Attacks Meet Interpretability (AmI) Evaluation and Findings
Qian Ma, Ziping Ye, Shagufta Mehnaz
To investigate the effectiveness of the model explanation in detecting adversarial examples, we reproduce the results of two papers, Attacks Meet Interpretability: Attribute-steere…