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researcher

P. Beerel

81 papers hereh-index 354.5k citations286 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author24
  • last author56

Across the 80 of 81 papers where every author was matched, so the position is known.

fields
  • cs.CV30
  • cs.LG10
  • cs.AR8
  • cs.CR7
  • cs.NE6
  • cs.ET5

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedViTA: A Vision Transformer Inference Accelerator for Edge Applications

64 citations · 256 across the 76 of their papers we have counts for

collaborators
Showing 2026Show all

4 papers · 1 filter

cs.AI2026

RaReCache: Bridging the Gap in Cross-Model KV Cache Reuse via Rank disagreement-based Selective Recomputation

Sreetama Sarkar, Saptarshi Mitra, Sitao Huang +2

Cross-model KV-cache reuse remains a key challenge in modern LLM serving. Coding agents and multi-model systems increasingly route a shared context across models: a user may switch…

cs.AI2026

Speculative Macro Commit for Faster Tool-Using Agents

Zeyu Liu, Souvik Kundu, Peter A. Beerel

Tool-using LLM agents spend wall-clock time not only on model inference but also in serial action--observation turns, where each tool call, environment transition, and observation…

cs.CV2026

LTM: Large-scale Terrain Model for Wildfire-prone Landscapes

Xiao Fu, Yue Hu, Meida Chen +2

Accurate 3D terrain maps are essential for emergency response when assessing wildfire hazards. However, wildfire-prone regions often span vast areas where conventional reconstructi…

cs.CV2026

MemRoPE: Training-Free Infinite Video Generation via Evolving Memory Tokens

Youngrae Kim, Qixin Hu, C. -C. Jay Kuo +1

Autoregressive diffusion enables real-time frame streaming, yet existing sliding-window caches discard past context, causing fidelity degradation, identity drift, and motion stagna…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.