C. Akcora

Papers on Lattice

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Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Scalable Oversight & Alignment Theory (1)Eval Frameworks & Benchmarks (1)Inference & Quantization (1)

Frequent co-authors

Cuneyt Gurcan Akcora (2)Md Joshem Uddin (1)Astrit Tola (1)B. Coskunuzer (1)

Papers (2)

Jul 30, 2026

Md Joshem Uddin +5Jul 30, 2026·also UT Dallas

TopoFormer: Topology Meets Attention for Graph Learning

TopoFormer achieves state-of-the-art performance in graph learning by seamlessly integrating topological structures into attention-based models, outperforming traditional methods.

Md Joshem Uddin, Astrit Tola, C. Akcora +3

Architecture Design (Transformers, SSMs, MoE)Scalable Oversight & Alignment Theory

Jul 9, 2026

Baha Rababah +4Jul 9, 2026·also University of Manitoba

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

Quantization can induce significant behavioral changes in LLMs that traditional metrics fail to detect, revealing an illusion of equivalence between quantized and base models.

Baha Rababah, C. Akcora, Cuneyt Gurcan Akcora +2

Eval Frameworks & Benchmarks Inference & Quantization

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C. Akcora

Research focus

Frequent co-authors

Papers (2)