Lin Zuo

University of Electronic Science and Technology

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (2)Red-Teaming & Adversarial Robustness (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

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Lingxin Jin (1)Wei Jiang (1)Maregu Assefa Habtie (1)Letian Chen (1)

Papers (2)

Apr 2, 2026

University of Electronic Science and TechnologyApr 2, 2026·also Khalifa University

Spike-PTSD: A Bio-Plausible Adversarial Example Attack on Spiking Neural Networks via PTSD-Inspired Spike Scaling

SNNs, often touted for their bio-plausibility and security, are alarmingly susceptible to adversarial attacks that mimic neural firing patterns in PTSD, achieving near-perfect attack success.

Lingxin Jin, Wei Jiang, Maregu Assefa Habtie +5

Architecture Design (Transformers, SSMs, MoE)Red-Teaming & Adversarial Robustness

Mar 12, 2026

Mar 12, 2026·also University of Electronic Science and Technology

Stable Spike: Dual Consistency Optimization via Bitwise AND Operations for Spiking Neural Networks

SNNs get a serious boost in accuracy and efficiency thanks to "Stable Spike," which uses bitwise AND operations to distill consistent, meaningful signals from noisy spike trains.

Yongqi Ding, Kunshan Yang, Linze Li +3

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Training Efficiency & Optimization

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Lin Zuo

Research focus

Frequent co-authors

Papers (2)