Ruibo Fan

14 papers A* 1A 3B 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dissecting Outlier Dynamics in LLM NVFP4 Pretraining.
CoRR
Peijie Dong, Ruibo Fan, Yuechen Tao, Di Mou, Wenhu Hu, Zhenheng Tang, Yinghao Yu, Jiamang Wang, Wenbo Su, Guodong Yang, Liping Zhang, Xiaowen Chu, Baochun Li, Bo Li
2026 B conf
ROME: Maximizing GPU Efficiency for All-Pairs Shortest Path via Taming Fine-Grained Irregularities.
PPoPP
Weile Luo, Yuhan Chen, Xiangrui Yu, Qiang Wang, Ruibo Fan, Hongyuan Liu, Xiaowen Chu
2026 — conf
ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression.
ASPLOS (2)
Ruibo Fan, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu
2026 J jnl
ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression.
CoRR
Ruibo Fan, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu
2025 J jnl
Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis.
CoRR
Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Hongyuan Liu, Qiang Wang, Xiaowen Chu
2025 A* conf
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs.
ICLR
Peijie Dong, Lujun Li, Yuedong Zhong, Dayou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu
2025 A conf
SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs.
EuroSys
Ruibo Fan, Xiangrui Yu, Peijie Dong, Zeyu Li, Gu Gong, Qiang Wang, Wei Wang, Xiaowen Chu
2024 A conf
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.
IPDPS
Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
2024 J jnl
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.
CoRR
Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
2024 — conf
DTC-SpMM: Bridging the Gap in Accelerating General Sparse Matrix Multiplication with Tensor Cores.
ASPLOS (3)
Ruibo Fan, Wei Wang, Xiaowen Chu
2024 J jnl
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm.
Signal Process.
Ruibo Fan, Mingli Jing, Jingang Shi, Lan Li, Zizhao Wang
2023 J jnl
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models.
CoRR
Longteng Zhang, Xiang Liu, Zeyu Li, Xinglin Pan, Peijie Dong, Ruibo Fan, Rui Guo, Xin Wang, Qiong Luo, Shaohuai Shi, Xiaowen Chu
2023 A conf
Fast Sparse GPU Kernels for Accelerated Training of Graph Neural Networks.
IPDPS
Ruibo Fan, Wei Wang, Xiaowen Chu
2023 J jnl
Weighted Schatten p-norm and Laplacian scale mixture-based low-rank and sparse decomposition for foreground-background separation.
J. Electronic Imaging
Ruibo Fan, Mingli Jing, Lan Li, Jingang Shi, Yufeng Wei