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researcher

A. Malevich

9 papers hereh-index 7866 citations14 works total

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

author position
  • middle author8
  • last author1

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

fields
  • cs.LG6
  • cs.IR2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedDeep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

81 citations · 187 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.IR2024

Proactive Detection and Calibration of Seasonal Advertisements with Multimodal Large Language Models

Hamid Eghbalzadeh, Shuai Shao, Saurabh Verma +5

A myriad of factors affect large scale ads delivery systems and influence both user experience and revenue. One such factor is proactive detection and calibration of seasonal adver…

cs.LG2024

A Scalable and Effective Alternative to Graph Transformers

Kaan Sancak, Zhigang Hua, Jin Fang +5

Graph Neural Networks (GNNs) have shown impressive performance in graph representation learning, but they face challenges in capturing long-range dependencies due to their limited…

cs.LG2024★ 3 cited

VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections

Dongqi Fu, Zhigang Hua, Yan Xie +7

Graph transformer has been proven as an effective graph learning method for its adoption of attention mechanism that is capable of capturing expressive representations from complex…

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