Xiaonan Nie
Scholar

Xiaonan Nie

Google Scholar ID: 99LfmxYAAAAJ
ByteDance Seed, Peking University
MLSysLLMDiTUnified Model
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,437
 
H-index
15
 
i10-index
17
 
Publications
20
 
Co-authors
6
list available
Contact
GitHubOpen ↗
Publications
8 items
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation
2026
Cited
0
Seedance 1.0: Exploring the Boundaries of Video Generation Models
2025
Cited
0
Emerging Properties in Unified Multimodal Pretraining
2025
Cited
0
ByteScale: Efficient Scaling of LLM Training with a 2048K Context Length on More Than 12,000 GPUs
2025
Cited
0
Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization
arXiv.org · 2024
Cited
0
HexiScale: Accommodating Large Language Model Training over Heterogeneous Environment
2024
Cited
2
Efficiently Training 7B LLM with 1 Million Sequence Length on 8 GPUs
arXiv.org · 2024
Cited
1
PQCache: Product Quantization-based KVCache for Long Context LLM Inference
arXiv.org · 2024
Cited
18
Resume (English only)
Academic Achievements
  • Published over 10 papers in top-tier conferences and journals.
  • Awarded the Best Scalable Data Science Award at VLDB 2022.
  • Invited to present MoE training research at the 1st Google MoE Workshop.
  • Invited to present LLM inference research at NVIDIA’s GTC 2024.
  • Named Outstanding Graduate of Peking University in 2024.
  • Multiple papers accepted by SIGMOD 2025, ICLR 2025, ICDE 2025, NeurIPS 2024, SOSP 2024, and TKDE 2024.
  • HETU received the 2021 Synced Machine Intelligence TOP-10 Open Source Award and Champion & Outstanding Award at the 2021 CCF BDCI Contest.
Co-authors
6 total
Bin CUI
Bin CUI
Professor of Computer Science, Peking University
Xupeng Miao
Xupeng Miao
Purdue University
Fangcheng Fu
Fangcheng Fu
Shanghai Jiao Tong University
Co-author 4
Co-author 4
Lingxiao Ma
Lingxiao Ma
Senior Researcher, Microsoft Research
Jilong Xue
Jilong Xue
Microsoft Research