Arun Singh

2 articles on SOTA Papers

Computer Science

Listwise Generation Raises Short-Video Engagement in Existing Rankers

LIGE-GR adds causal list context, a list-level value function, and RL beam decoding to existing rankers, raising Reels time spent by 1.14%.

cs.IRcs.LG
Sep 17, 20264 min2609.18148
Computer Science

SlimPer Scales Recommendation Histories Without Quadratic Attention

A compact knowledge-base backbone queries full user histories at each layer, improving offline ranking metrics while cutting per-example FLOPs by 8×–25×.

cs.IRcs.LG
Jul 28, 20265 min2607.12281