Publications

Gryphon: Scaling Hyperscale Multi-Tenant Gateways Beyond the Petabit-Era via DPU-Augmented Hierarchical Co-Offloading

Yuemeng Xu, Haoran Chen, Jiarui Guo, Mingwei Cui, Qiuheng Yin, Cheng Dong, Peng He, Chenmin Sun, Yangyujia Wang, Daxiang Kang, Xian Wu, Yang Gao, Lirong Lai, Kai Wang, Zhuochen Fan, Tong Yang, Hongyu Wu

2026 ACM SIGCOMM Conference (SIGCOMM '26). Aug. 2026

HourglassSketch: An Efficient and Scalable Framework for Graph Stream Summarization

Jiarui Guo, Boxuan Chen, Kaicheng Yang, Tong Yang, Zirui Liu, Qiuheng Yin, Sha Wang, Yuhan Wu, Xiaolin Wang, Bin Cui, Tao Li, Xi Peng, Renhai Chen, Gong Zhang

2025 IEEE International Conference on Data Engineering (ICDE '25). May. 2025

CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs

Zhuochen Fan, Yalun Cai, Zirui Liu, Jiarui Guo, Xin Fan, Tong Yang, Bin Cui

2025 IEEE International Conference on Data Engineering (ICDE '25). May. 2025

SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch

Jiarui Guo, Yisen Hong, Yuhan Wu, Yunfei Liu, Tong Yang, Bin Cui

2023 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '23). Aug. 2023

SteadySketch: Finding Steady Flows in Data Streams

Xiaodong Li, Zhuochen Fan, Haoyu Li, Zheng Zhong, Jiarui Guo, Sheng Long, Tong Yang, Bin Cui

2023 IEEE/ACM International Symposium on Quality of Service (IWQoS '23). Jun. 2023

Finding Simplex Items in Data Streams

Zhuochen Fan, Jiarui Guo, Xiaodong Li, Tong Yang, Yikai Zhao, Yuhan Wu, Bin Cui, Yanwei Xu, Steve Uhlig, Gong Zhang

2023 IEEE International Conference on Data Engineering (ICDE '23). Apr. 2023

REncoder: A Space-Time Efficient Range Filter with Local Encoder

Ziwei Wang, Zheng Zhong, Jiarui Guo, Yuhan Wu, Haoyu Li, Tong Yang, Yaofeng Tu, Huanchen Zhang, Bin Cui

2023 IEEE International Conference on Data Engineering (ICDE '23). Apr. 2023

PISketch: Finding Persistent and Infrequent Flows

Zhuochen Fan, Zhoujing Hu, Yuhan Wu, Jiarui Guo, Wenrui Liu, Tong Yang, Hengrui Wang, Yifei Xu, Steve Uhlig, Yaofeng Tu

2022 ACM SIGCOMM Workshop on Formal Foundations and Security of Programmable Network Infrastructures (FFSPIN '22). Aug. 2022

SteadySketch: A High-Performance Algorithm for Finding Steady Flows in Data Streams

Zhuochen Fan, Xiangyuan Wang, Xiaodong Li, Jiarui Guo, Wenrui Liu, Haoyu Li, Sheng Long, Zheng Zhong, Tong Yang, Xuebin Chen, Bin Cui

IEEE/ACM Transactions on Networking (ToN). Aug. 2024

Enabling Space-Time Efficient Range Queries with REncoder

Zhuochen Fan, Bowen Ye, Ziwei Wang, Zheng Zhong, Jiarui Guo, Yuhan Wu, Haoyu Li, Tong Yang, Yaofeng Tu, Zirui Liu, Bin Cui

International Journal on Very Large Data Bases (VLDBJ). Aug. 2024

PISketch: Finding Persistent and Infrequent Flows

Zhuochen Fan, Zhoujing Hu, Yuhan Wu, Jiarui Guo, Sha Wang, Wenrui Liu, Tong Yang, Yaofeng Tu, Steve Uhlig

IEEE/ACM Transactions on Networking (ToN). May. 2023

BurstSketch: Finding Bursts in Data Streams

Ruijie Miao, Zheng Zhong, Jiarui Guo, Zikun Li, Tong Yang, Bin Cui

IEEE Transactions on Knowledge and Data Engineering (TKDE). Nov. 2022

RTP-LLM: High-Performance Alibaba LLM Inference Engine

Boyu Tan, Jiarui Guo, Zongwei Lv, Hanbo Sun, Tong Yang, Kan Liu, Xinfei Shi, Zetao Hu, Yaxin Yu, Chi Zhang, Jianning Zhang, Xi Yang, Wei Zhang, Bo Cai, Silu Zhou, Xiyu Wang, Na He, Yinghao Yu, Wending Bao, Guiyang Huang, Yuxing Yuan, Juncheng Yin, Nan Wang, Lin Yang, Zechao Zhang, Lu Chen, Guoding Li, Tao Lan, Lin Qu

arXiv preprint arXiv:2605.29639. May. 2026

Rethinking Retrieval-Augmentation as Synthesis: A Query-Aware Context Merging Approach

Jiarui Guo, Yuemeng Xu, Zongwei Lv, Yangyujia Wang, Xiaolin Wang, Kan Liu, Tao Lan, Lin Qu, Tong Yang

arXiv preprint arXiv:2603.20286. Mar. 2026

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Qiguang Chen, Yantao Du, Ziniu Li, Jinhao Liu, Songyao Duan, Jiarui Guo, Minghao Liu, Jiaheng Liu, Tong Yang, Ge Zhang, Libo Qin, Wanxiang Che, Wenhao Huang

arXiv preprint arXiv:2601.06002. Jan. 2026

MagnifierSketch: Quantile Estimation Centered at One Point

Jiarui Guo, Qiushi Lyu, Yuhan Wu, Haoyu Li, Zhaoqian Yao, Yuqi Dong, Xiaolin Wang, Bin Cui, Tong Yang

arXiv preprint arXiv:2511.22070. Nov. 2025