Zhenkai Liang

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Inference & Quantization (1)Reasoning & Chain-of-Thought (1)Interpretability & Mechanistic Interp (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Jun-Feng Fang (2)Tat-Seng Chua (2)XiuYu Zhang (1)Wei Chow (1)Xiucheng Zhang (1)Bonan Ruan (1)An Zhang (1)

Papers (2)

Sep 17, 2026

XiuYu Zhang +43w ago·also Affiliation:

What Does Privileged Information Add to On-Policy Self-Distillation?

AMPLE-Math, a reusable suite of 5,319 mathematical problems with six reasoning views that share the same answer, is constructed and AMPLE-Math, a reusable suite of 5,319 mathematical problems with six reasoning views that share the same answer, is compared, suggesting that OPSD can improve access to existing reasoning capabilities through parameters shared by direct-response and thinking-enabled inference.

XiuYu Zhang, Wei Chow, Jun-Feng Fang +2

Eval Frameworks & Benchmarks Inference & Quantization Reasoning & Chain-of-Thought

Aug 26, 2026

Xiucheng Zhang +5Aug 26, 2026·also Affiliation:

LMSM: LLM Security Framework Inspired by Linux Security Modules

LMSM reduces attack success rates by over 90% while maintaining nearly full throughput, revolutionizing how we secure LLM deployments.

Xiucheng Zhang, Bonan Ruan, Jun-Feng Fang +3

Interpretability & Mechanistic Interp Red-Teaming & Adversarial Robustness