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researcher

Hai Helen Li

Purdue University

35 papers hereh-index 5515.5k citations373 works total

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

author position
  • middle author21
  • last author13

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG7
  • astro-ph.SR5
  • cs.NE4
  • astro-ph.GA3
  • cs.DC2
affiliations
  • Purdue University
  • Seagate
  • University of Pittsburgh
  • Polytechnic Institute of New York University
  • Duke University
  • Qualcomm
  • Intel

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedTernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning

661 citations · 2k across the 35 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.LG2019★ 10 cited

Snooping Attacks on Deep Reinforcement Learning

Matthew Inkawhich, Yiran Chen, Hai Li

Adversarial attacks have exposed a significant security vulnerability in state-of-the-art machine learning models. Among these models include deep reinforcement learning agents. Th…

astro-ph.GA2019★ 38 cited

Observational constraints on the survival of pristine stars

Mattis Magg, Ralf S. Klessen, Simon C. O. Glover +1

There is a longstanding discussion about whether low mass stars can form from pristine gas in the early Universe. A particular point of interest is whether we can find surviving pr…

cs.DC2019★ 11 cited

HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array

Linghao Song, Jiachen Mao, Youwei Zhuo +3

With the rise of artificial intelligence in recent years, Deep Neural Networks (DNNs) have been widely used in many domains. To achieve high performance and energy efficiency, hard…

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