Selected Talks
A selection of invited talks on my recent works.
Optimal Detection for Language Watermarks with Pseudorandom Collision Slides
What Can Statistics Offer to Language Models: Watermarking and Evaluation Slides
Evaluating the Unseen Capabilities: How Much Do LLMs Actually Know? Slides
Robust Watermark Detection and Efficient Proportion Estimation for Human-Edited Watermarked Text Slides
Statistical Inference in Large Language Models: Language Watermarking, Motivation, Methods & Advances Slides
Complete Asymptotic Analysis for Projected Stochastic Approximation and Debiased Variants Slides
Privacy Amplification Strategies towards Better Privacy-Utility Trade-off Slides
On the Convergence of FedAvg on Non-IID Data Slides