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researcher

Ivan Beschastnikh

3 papers hereh-index 213 citations5 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.SE1
same name
  • Ivan Beschastnikh — 6 papers, h 35
  • Ivan Beschastnikh — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
bug detection 1formal specifications 1large language models 1model checking 1system code 1

From the 1 of 3 linked papers with an AI index.

collaborators

3 papers

cs.SE2026

Specula: Scaling formal specifications for autonomous model checking of system code

Qian Cheng, Saad Mohammad Rafid Pial, Ruize Tang +6

Specula is an autonomous system that uses large language model agents to generate TLA+ specifications for complex system code and then applies model checking to discover bugs.

cs.AI2026

SysMoBench: Evaluating AI on Formally Modeling Complex Real-World Systems

Qian Cheng, Ruize Tang, Emilie Ma +7

Formal models are essential to specifying large, complex computer systems and verifying their correctness, but are notoriously expensive to write and maintain. Recent advances in g…

cs.LG2025

FedFetch: Faster Federated Learning with Adaptive Downstream Prefetching

Qifan Yan, Andrew Liu, Shiqi He +2

Federated learning (FL) is a machine learning paradigm that facilitates massively distributed model training with end-user data on edge devices directed by a central server. Howeve…

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