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ORCIDRuibo Fan
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2020 – today
- 2026
[c8]Ruibo Fan
, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu:
ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression. ASPLOS (2) 2026: 2264-2280- [c7]Xiangrui Yu, Ruibo Fan, Zeyu Li, Weile Luo, Gu Gong, Xiaowen Chu:
DynSpAttn: Efficient Attention via Dual-Side Dynamic Sparsity on Sparse Tensor Cores. ICS 2026: 1053-1064 - [c6]Weile Luo, Yuhan Chen, Xiangrui Yu, Qiang Wang, Ruibo Fan, Hongyuan Liu, Xiaowen Chu:
ROME: Maximizing GPU Efficiency for All-Pairs Shortest Path via Taming Fine-Grained Irregularities. PPoPP 2026: 204-217 - [i6]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:
Dissecting Outlier Dynamics in LLM NVFP4 Pretraining. CoRR abs/2602.02047 (2026) - [i5]Ruibo Fan, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu:
ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression. CoRR abs/2603.17435 (2026) - [i4]Wenxiang Lin, Xinglin Pan, Ruibo Fan, Shaohuai Shi, Xiaowen Chu:
ZipCCL: Efficient Lossless Data Compression of Communication Collectives for Accelerating LLM Training. CoRR abs/2604.27844 (2026) - 2025
- [c5]Ruibo Fan, Xiangrui Yu, Peijie Dong, Zeyu Li, Gu Gong, Qiang Wang, Wei Wang, Xiaowen Chu:
SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs. EuroSys 2025: 243-260 - [c4]Peijie Dong, Lujun Li, Yuedong Zhong, Dayou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu:
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. ICLR 2025 - [i3]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Hongyuan Liu, Qiang Wang, Xiaowen Chu:
Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis. CoRR abs/2501.12084 (2025) - 2024
- [j2]Ruibo Fan, Mingli Jing, Jingang Shi, Lan Li, Zizhao Wang:
TVRPCA＋: Low-rank and sparse decomposition based on spectral norm and structural sparsity-inducing norm. Signal Process. 217: 109319 (2024) - [c3]Ruibo Fan, Wei Wang, Xiaowen Chu:
DTC-SpMM: Bridging the Gap in Accelerating General Sparse Matrix Multiplication with Tensor Cores. ASPLOS (3) 2024: 253-267 - [c2]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu:
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. IPDPS 2024: 656-667 - [i2]Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu:
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. CoRR abs/2402.13499 (2024) - 2023
- [j1]Ruibo Fan, Mingli Jing, Lan Li, Jingang Shi, Yufeng Wei:
Weighted Schatten p-norm and Laplacian scale mixture-based low-rank and sparse decomposition for foreground-background separation. J. Electronic Imaging 32(2) (2023) - [c1]Ruibo Fan, Wei Wang, Xiaowen Chu:
Fast Sparse GPU Kernels for Accelerated Training of Graph Neural Networks. IPDPS 2023: 501-511 - [i1]Longteng Zhang, Xiang Liu, Zeyu Li, Xinglin Pan, Peijie Dong, Ruibo Fan, Rui Guo, Xin Wang, Qiong Luo, Shaohuai Shi, Xiaowen Chu:
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models. CoRR abs/2311.03687 (2023)
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