conftrace_

Marvin Li

4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ACL (1) EMNLP (1)

Top co-authors

Sitan Chen (2) Jason Wang (2) Seth Neel (2) Jeffrey George Wang (1) Jeffrey Wang (1) Aayush Karan (1)

Research topics

Keywords

large language model (2) hessian matrix (1) membership inference attack (1) privacy evaluation (1) benchmark construction (1) parameter perturbation (1) model memorization (1) privacy attack (1) training data leakage (1)

Papers

CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models ACL 2026 Blink of an eye: a simple theory for feature localization in generative models ICML 2025 Critical windows: non-asymptotic theory for feature emergence in diffusion models ICML 2024 MoPe: Model Perturbation based Privacy Attacks on Language Models EMNLP 2023