LabCompass

Xiaoyi Chen

Computer Science · Indiana University

OpenAlex ORCID
Adversarial Robustness in Machine LearningTopic ModelingMobile Ad Hoc NetworksGenerative Adversarial Networks and Image SynthesisCooperative Communication and Network Coding

Publications

39

Citations

410

Est. group size

—

Recurring co-author estimate

Active years

25

Publishing since 2002

Research summary
AI-generated

The publication record associated with this name spans several distinct areas of computer science, most notably the security of machine learning and natural-language systems, such as defenses against "backdoor" attacks (hidden triggers planted in AI models) and privacy-preserving techniques like differentially private federated learning. Other listed works touch on deep neural networks for engineering design, image and video processing, and network communication. Note that the listed publications appear to cover multiple topics and possibly more than one author sharing this name, so themes should be read with that caveat.

Machine learning security (backdoor attacks and defenses)Privacy-preserving and federated learningDeep neural networks and uncertainty estimationNatural language processing modelsSignal, image, and network processing

Publication activity has been broadly steady over the last decade, averaging about 3.2 papers per year over the last five years with peaks around 2021-2022 and 2025.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.2/year recently
2017: 1 publication172018: 3 publications18192020: 2 publications202021: 5 publications5212022: 5 publications5222023: 2 publications232024: 2 publications242025: 5 publications5252026: 2 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×5
  • Annual Computer Security Applications Conference×1
  • Scientific Reports×1
  • Lecture notes in computer science×1
  • The Computer Journal×1

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 11, 2026.

Claim or correct this profile