Scholar
Zifan He
Google Scholar ID: xomIMQoAAAAJ
University of California - Los Angeles
FPGA
HPC
Machine Learning
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Citations & Impact
All-time
Citations
42
H-index
4
i10-index
1
Publications
11
Co-authors
7
list available
Contact
Email
zifanhe@cs.ucla.edu
GitHub
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LinkedIn
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Publications
11 items
Understand and Accelerate Memory Processing Pipeline for Disaggregated LLM Inference
2026
Cited
0
FlexLLM: Composable HLS Library for Flexible Hybrid LLM Accelerator Design
2026
Cited
0
LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs
2025
Cited
0
A Versatile Foundation Model for AI-enabled Mammogram Interpretation
2025
Cited
0
Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images
2025
Cited
0
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models
2025
Cited
0
InTAR: Inter-Task Auto-Reconfigurable Accelerator Design for High Data Volume Variation in DNNs
2025
Cited
0
Monolithic 3D FPGAs Utilizing Back-End-of-Line Configuration Memories
2025
Cited
0
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Resume (English only)
Research Experience
Currently a 3rd year PhD student advised by Prof. Jason Cong at UCLA.
Education
PhD student, University of California, Los Angeles (UCLA), Advisor: Prof. Jason Cong.
Background
Research interests: Sparse matrix operations and large language model (LLM) acceleration on FPGA.
Miscellany
Linkedin: https://www.linkedin.com/in/zifan-oswald-he-2a9653165/ Website: https://oswaldhe.github.io/ Email: zifanhe@cs.ucla.edu
Co-authors
7 total
Co-author 1
Zongyue Qin
University of California, Los Angeles
Neha Prakriya
PhD Student, UCLA
Yizhou Sun
Professor, Computer Science, UCLA
Co-author 5
Ziniu Hu
xAI
Leonard Kleinrock
UCLA
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