Abolfazl Asudeh

University of Illinois Chicago

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Inference & Quantization (1)Computer Vision (1)

Frequent co-authors

Mohsen Dehghankar (1)Mahdi Erfanian (1)

Papers (2)

Mar 29, 2026

3d ago

RSR-core: A High-Performance Engine for Low-Bit Matrix-Vector Multiplication

Ternary LLMs can run up to 62x faster on CPU and 1.9x faster on CUDA with RSR-core, a new engine that finally brings theoretically fast low-bit matrix multiplication to practical hardware.

Mohsen Dehghankar, Abolfazl Asudeh

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Inference & Quantization

Mahdi Erfanian +13d ago·also UIUC

NeedleDB: A Generative-AI Based System for Accurate and Efficient Image Retrieval using Complex Natural Language Queries

Generative AI can drastically improve image retrieval accuracy for complex queries, outperforming contrastive learning methods by up to 93%.

Mahdi Erfanian, Abolfazl Asudeh

Computer Vision Multimodal Models Recommendation & Information Retrieval

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Abolfazl Asudeh

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)