Fan Chen
Computer Science · Indiana University
Publications
87
Citations
396
Est. group size
—
Recurring co-author estimate
Active years
25
Publishing since 2002
Fan Chen works in computer science with an emphasis on quantum computing algorithms and architectures, hardware for machine learning (including in-memory and ReRAM-based processing), and the efficiency and carbon footprint of large-scale AI systems. The work spans building quantum machine learning methods, designing specialized computing hardware, and studying the resource costs of training large language models. Some publications also touch on quality-of-service prediction for online services and high-performance computing data management.
Publication activity grew sharply after 2020, peaking at around 15-16 papers per year from 2022 to 2024, with recent-year counts still being tallied.
Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026
- Orbital AI Computing: Carbon Tradeoffs Across Satellite Scale
2026
- A QoS Prediction Framework via Utility Maximization and Region-Aware Matrix Factorization
IEEE Transactions on Services Computing · 2025
- Improvement of Low Strain Pile Integrity Test
2025
- Qracle: A Graph-Neural-Network-based Parameter Initializer for Variational Quantum Eigensolvers
arXiv (Cornell University) · 2025
- An organizational framework for multiple monitoring tools to improve the correctness of high performance computing datasets
Cluster Computing · 2025
- CarbonScaling: Extending Neural Scaling Laws for Carbon Footprint in Large Language Models
arXiv (Cornell University) · 2025
- AMORA: An Advanced Malleable and Operational Framework for Performance Prediction of Big Data Systems
2024
- An Interview With Dr. Nicky Lu [Interview]
IEEE Circuits and Systems Magazine · 2024
- HyLoReF: A Reputation Based QoS Prediction Framework using Hybrid Location Information
2024
- Mining Sequential Patterns in Classroom Discourse: Insights from Visualization-Supported Primary Instruction
2024
- CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
arXiv (Cornell University) · 2024
- The Key Technology of Multi-frequency Oscillation Cooperative Monitoring and Advanced Warning
2024
- AMORA: An Advanced Malleable and Operational Framework for Performance Prediction of Big Data Systems
Software Practice and Experience · 2024
- Late Breaking Results: Extracting QNNs from NISQ Computers via Ensemble Learning
2024
- Scholarly Practices of Life Writing: The Year in China
Biography · 2024
- arXiv (Cornell University)×16
- IEEE Circuits and Systems Magazine×3
- 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD)×1
- Quantum Science and Technology×1
- IEEE Transactions on Services Computing×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.
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