Yang Liu

College of Computing and Data Science

Tsinghua AI

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Red-Teaming & Adversarial Robustness (1)Data Curation & Synthetic Data (1)

Frequent co-authors

Yuan Xiao (2)Yuchen Chen (1)Wei Cheng (1)Wising Sun (1)

Papers (2)

Aug 6, 2026

State Key Laboratory of Novel SoftwareAug 6, 2026·also Tsinghua AI, Affiliation:, College of Computer Science and Technology/College, College of Computing and Data Science

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks

ARIA can achieve a staggering 94.5% success rate in implanting covert backdoors in customized LLMs while ensuring high task performance.

Yuchen Chen, Wei Cheng, Yuan Xiao +5

Code Generation & Program Synthesis Red-Teaming & Adversarial Robustness

Apr 30, 2026

Tsinghua AIApr 30, 2026·also CAS, College of Computing and Data Science, NJU, NTU +2

PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models

Code dataset watermarking gets a stealthy upgrade: PuzzleMark hides watermarks in variable names based on code complexity, making them nearly undetectable while guaranteeing perfect verification.

Haocheng Huang, Peizhuo Lv, Yuan Xiao +4

Code Generation & Program Synthesis Data Curation & Synthetic Data

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Yang Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)