Presentations

Selected conference talks, seminars, and tutorials on my research.

Conference Talks

Evaluating the Unseen Capabilities: How Much Do LLMs Actually Know? Slides

· Joint Statistical Meetings (JSM 2026)

Optimal Detection for Language Watermarks with Pseudorandom Collision Slides

· 9th International Workshop in Sequential Methodologies (IWSM 2026)

Robust Watermark Detection and Efficient Proportion Estimation for Human-Edited Watermarked Text Slides

· 2025 ICSA Applied Statistics Symposium

Complete Asymptotic Analysis for Projected Stochastic Approximation and Debiased Variants Slides

· 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton 2023)

On the Convergence of FedAvg on Non-IID Data Slides

· Extended research talk · ICLR 2020 Oral

Tutorials

Statistical Inference in Large Language Models: Language Watermarking, Motivation, Methods & Advances Slides

· Short course · 2025 ICSA Applied Statistics Symposium

Seminars & Colloquia

What Can Statistics Offer to Language Models: Watermarking and Evaluation Slides

· Job talk · Rutgers University

Privacy Amplification Strategies towards Better Privacy-Utility Trade-off Slides

· PhD forum · Machine Learning and Data Science PhD Forum (No. 48), Peking University