Author

Khawaja Murad Ul Hassan

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#artificial intelligence Preprint Sep 2026

Characterizing a Configuration Where Inference-Time PRM-Pruned Fragment Grafting Is Inert: Evidence from Three Reasoning LMs

Diversity collapse in parallel chain-of-thought has motivated inference-time interventions built on a natural design: when a process reward model (PRM) prunes a chain, its high-PRM prefix is extracted and grafted verbatim as an in-context demonstration into a still-decoding sibling. We isolate this mechanism, PRM-Prune...

Khawaja Murad Ul Hassan, Mehran Ebrahimi · 0 citations

Review Sep 2026

The Diagnosis a Reporter Leaves Unspoken: Surfacing Frozen Tumor Features for Brain-Tumor MRI Reporting

NeuroFusion is introduced, an assistive reporter that surfaces this latent signal rather than overriding it: discriminative field-classifier heads over per-lesion features condition a fast, single-pass draft-then-review decoder on their committed outputs.

Khawaja Murad Ul Hassan, Ruqiyya Adil, Adil Qayyum et al. · 0 citations