Author

Kuntharrgyal Khysru

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Preprint Aug 2026

Toward Metacognitive One-Shot Indirect Prompt Injection: Strategy Abstraction Via Outcome-Conditioned Reflection

Tool-using large language model (LLM) agents are vulnerable to indirect prompt injection (IPI), in which malicious instructions embedded in external observations manipulate subsequent agent decisions and actions. Most existing adaptive attacks rely on repeatedly querying and refining against the target agent, whereas r...

Sihan Hou, Xin-Meng Hou, Zhi-Jun Zhang et al. · 0 citations

Conference Open access Sep 2026

DNFormer: Differential Attention for Graph Transformers

DNFormer mitigates structural dominance in attention aggregation, better capturing node-specific relational patterns while preserving local structural properties, and introduces a differential local attention mechanism in DNFormer that computes attention scores as differences across multiple topology-aware similarity m...

Zi-Zhen Wang, Dong-Xiao He, Zhi-Zhi Yu et al. · Proceedings of the Thirty-Fi... · 0 citations

Jul 2026

Tibetan language model incorporating grammatical relationships and morphological verbs

A Tibetan language model (TLM) integrates grammatical relationships and morphological verb features that outperforms existing methods on ASR tasks and proposes a suffix feature awareness method to model functional word continuation relationships in sentences.

Kuntharrgyal Khysru, Wenjie Tang, Di Jin et al. · Computer/law journal · 0 citations