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researcher

Patrick Pynadath

10 papers hereh-index 441 citations9 works total

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

author position
  • first author5
  • middle author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CL3
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedControlled LLM Decoding via Discrete Auto-regressive Biasing

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing 2026 · cs.CLShow all

2 papers · 2 filters

cs.CL2026

SEED: Self-Speculative Decoding via Implicit Encoder-Decoder

Hankun Lin, Patrick Pynadath, Ruqi Zhang

Self-speculative decoding accelerates large language model (LLM) inference by drafting tokens from the target model itself, but faces a sharp tradeoff between the quality and cost…

cs.CL2026

Simplex Relaxation for Discrete Diffusion

Jinya Sakurai, Patrick Pynadath, Satoshi Hayakawa +4

Discrete diffusion models for categorical generation are defined by a corruption kernel, which determines the intermediate state space and the associated reverse prediction problem…

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