Aiwei Liu
Scholar

Aiwei Liu

Google Scholar ID: UCOOmcEAAAAJ
Tsinghua University
Natural Language ProcessingLarge Language modelsAI SafetyWatermarking
Citations & Impact
All-time
Citations
1,317
 
H-index
21
 
i10-index
30
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Academic Achievements
  • MarkDiffusion: An Open-Source Toolkit for Generative Watermarking of Latent Diffusion Models
  • Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
  • Can Watermarked LLMs be Identified by Users via Crafted Prompts?
  • TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
  • MarkLLM: An Open-Source Toolkit for LLM Watermarking
  • A Survey of Text Watermarking in the Era of Large Language Models
  • Preventing and Detecting Misinformation Generated by Large Language Models
  • Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation
  • A Semantic Invariant Robust Watermark for Large Language Models
  • An Unforgeable Publicly Verifiable Watermark for Large Language Models
  • Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing
  • Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution
  • Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Sc
Background
  • Currently a researcher at WeChat AI, Tencent, working on Large Language Foundation Model.