LabCompass

Xuehai Qian

Computer Science · Purdue University West Lafayette

OpenAlex
Mid career · publishing since 2007
Parallel Computing and Optimization TechniquesAdvanced Neural Network ApplicationsAdvanced Data Storage TechnologiesDistributed systems and fault toleranceAdvanced Memory and Neural Computing

Publications

152

Citations

4,752

Est. group size

~1

Recurring co-author estimate

Active years

19

Publishing since 2007

Research summary
AI-generated

Xuehai Qian works on computer systems research, including techniques for training large machine learning models (such as graph neural networks and recommender systems) more efficiently across distributed hardware, hardware accelerators for cryptographic computations, and quantum computing architectures and algorithms. The work spans building software systems for scalable and memory-efficient AI training as well as hardware/software co-design for emerging computing paradigms like quantum and FPGA-based acceleration.

Scalable systems for deep learning and GNN trainingParallel and distributed computing architecturesHardware acceleration (FPGA-based cryptographic computation)Quantum computing architectures and algorithmsMemory and I/O efficiency in machine learning systems

Publication output was higher and more variable in the earlier part of the decade (peaking around 2018 and 2020) but has declined and stabilized at a lower, steadier level in the most recent years.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 6.6/year recently
2017: 12 publications172018: 27 publications27182019: 18 publications192020: 26 publications202021: 14 publications212022: 12 publications222023: 8 publications232024: 6 publications242025: 7 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×39
  • ACM SIGPLAN Notices×7
  • IEEE Transactions on Computers×6
  • IEEE Transactions on Parallel and Distributed Systems×4
  • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems×2
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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