RESEARCH UPDATES

News & updates

Publication releases and research milestones.

  1. Released Light Alignment, studying LLM safety through model self-reflection with a single-neuron gate.

  2. Released TEFormer, on bidirectional temporal modeling in Spiking Transformers. Now listed at ICML 2026.

  3. STEP, our unified Spiking Transformer evaluation platform, appeared at NeurIPS 2025.

  4. Released PandaGuard, a framework for systematic evaluation of LLM jailbreak safety.

  5. TIM, an efficient temporal interaction module for Spiking Transformers, appeared at IJCAI 2024.