PPaperPicks

Yiyi Chen

8 papers at tracked venues · 6 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Johannes Bjerva
×8
Qiongxiu Li
×3
Xiaoyu Luo
×2
Russa Biswas
×2
Heather C. Lent
×2
Sukhumarn Archasantisuk
×1
Qiongkai Xu
×1
Jeanette Falk
×1
Janet Rafner
×1
Mike Zhang
×1
Alexander Nolte
×1

Papers

  1. Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework
    ACL 2026 ·
    Xiaoyu Luo
    , Yiyi Chen,
    Qiongxiu Li
    ,
    Johannes Bjerva
  2. Towards Understanding Professional AI Assistant Use: Human-in-the-Loop Topic Modeling of Multi-turn Conversations
    WWW 2026 · Yiyi Chen,
    Sukhumarn Archasantisuk
    ,
    Johannes Bjerva
  3. ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation
    ACL 2025 · Yiyi Chen,
    Qiongkai Xu
    ,
    Johannes Bjerva
  4. Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks
    AAAI 2025 · Yiyi Chen,
    Russa Biswas
    ,
    Heather C. Lent
    ,
    Johannes Bjerva
  5. How Do Hackathons Foster Creativity? Towards Automated Evaluation of Creativity at Scale
    CHI 2025 ·
    Jeanette Falk
    , Yiyi Chen,
    Janet Rafner
    ,
    Mike Zhang
    ,
    Johannes Bjerva
    ,
    Alexander Nolte
  6. Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis
    NAACL 2025 · Yiyi Chen,
    Qiongxiu Li
    ,
    Russa Biswas
    ,
    Johannes Bjerva
  7. Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
    EMNLP 2025 ·
    Xiaoyu Luo
    , Yiyi Chen,
    Johannes Bjerva
    ,
    Qiongxiu Li
  8. Text Embedding Inversion Security for Multilingual Language Models
    ACL 2024 · Yiyi Chen,
    Heather C. Lent
    ,
    Johannes Bjerva