Abdi, Amir H.

1. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
   2024/07/02 by Huiqiang Jiang, Yucheng Li, Jiang, Huiqiang +21 · 95 citations
   Engineering · Medicine · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
2. SCBench: A KV Cache-Centric Analysis of Long-Context Methods
   2024/12/13 by Yucheng Li, Li, Yucheng, Huiqiang Jiang +19 · 13 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
3. MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
   2025/04/22 by Yucheng Li, Li, Yucheng, Huiqiang Jiang +19 · 16 citations
   Computer Science · Engineering · Medicine · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
4. SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression
   2025/06/15 by Yucheng Li, Surin Ahn, Li, Yucheng +9 · 8 citations
   Computer Science · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Residue Arithmetic #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. NL2KQL: From Natural Language to Kusto Query
   2024/04/03 by Xinye Tang, Tang, Xinye, Amir H. Abdi +19 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
6. Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
   2025/05/14 by Jingcheng Niu, Niu, Jingcheng, Xingdi Yuan +7 · 1 voice · 1 citation
   Business, Management and Accounting · #Corporate Governance and Law #Corporate Insolvency and Governance #Dispute Resolution and Class Actions #cs.CL