Mingqing Xiao

Southern Illinois University Carbondale

Papers on Lattice

Total citations

Topics

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Honghang Chen (1)Xiujun Zhang (1)Xiaoli Sun (1)

Papers (2)

Jun 25, 2026

Shenzhen UniversityJun 25, 2026·also Shenzhen Polytechnic University, Southern Illinois University Carbondale

Calibrated Harmonic Overlaid Implicit Neural Representations for Multi-Dimensional Data

CHOIR achieves superior performance in multi-dimensional data recovery by stabilizing optimization and calibrating spectrum bias, outperforming traditional INRs.

Honghang Chen, Xiujun Zhang, Xiaoli Sun +1

Architecture Design (Transformers, SSMs, MoE)Multimodal Models

Jun 10, 2026

Southern Illinois University CarbondaleJun 10, 2026·also Microsoft Research, Tsinghua AI, PKU

Beyond representational alignment with brain-guided language models for robust reasoning

Task-evoked brain signals can boost LLM reasoning accuracy by up to 13%, revealing a powerful new avenue for cognitive alignment in AI.

Mingqing Xiao

Reasoning & Chain-of-Thought

Mingqing Xiao

Research focus

Frequent co-authors

Papers (2)

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Mingqing Xiao

Research focus

Frequent co-authors

Papers (2)