Yitao Hu

31 papers A* 4A 3B 2Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accelerating ML Inference via Opportunistic Pre-Loading on Serverless Clusters.
IEEE Trans. Parallel Distributed Syst.
Yifan Sui, Hanfei Yu, Yitao Hu, Jianxun Li, Hao Wang
2026 J jnl
Mosaic: Unlocking Long-Context Inference for Diffusion LLMs via Global Memory Planning and Dynamic Peak Taming.
CoRR
Liang Zheng, Bowen Shi, Yitao Hu, Jiawei Zhang, Ruofan Li, Sheng Chen, Wenxin Li, Keqiu Li
2026 A conf
PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping.
EuroSys
Zhixin Zhao, Yitao Hu, Simin Chen, Mingfang Ji, Wei Yang, Yuhao Zhang, Laiping Zhao, Wenxin Li, Xiulong Liu, Wenyu Qu, Hao Wang
2026 J jnl
PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping.
CoRR
Zhixin Zhao, Yitao Hu, Simin Chen, Mingfang Ji, Wei Yang, Yuhao Zhang, Laiping Zhao, Wenxin Li, Xiulong Liu, Wenyu Qu, Hao Wang
2026 — conf
PAT: Accelerating LLM Decoding via Prefix-Aware Attention with Resource Efficient Multi-Tile Kernel.
ASPLOS (2)
Jinjun Yi, Zhixin Zhao, Yitao Hu, Ke Yan, Weiwei Sun, Hao Wang, Laiping Zhao, Yuhao Zhang, Wenxin Li, Keqiu Li
2025 A* conf
Harpagon: Minimizing DNN Serving Cost via Efficient Dispatching, Scheduling and Splitting.
INFOCOM
Zhixin Zhao, Yitao Hu, Ziqi Gong, Guotao Yang, Wenxin Li, Xiulong Liu, Keqiu Li, Hao Wang
2025 J jnl
KernelBand: Boosting LLM-based Kernel Optimization with a Hierarchical and Hardware-aware Multi-armed Bandit.
CoRR
Dezhi Ran, Shuxiao Xie, Mingfang Ji, Ziyue Hua, Mengzhou Wu, Yuan Cao, Yuzhe Guo, Hao Yu, Linyi Li, Yitao Hu, Tao Xie
2025 A* conf
Lark: A Buffer-aware Building Block for Programmable Packet Scheduling in Datacenters.
INFOCOM
Song Zhang, Wenxin Li, Yulong Li, Yuan Liu, Lide Suo, Sheng Chen, Yitao Hu, Laiping Zhao, Keqiu Li
2025 B conf
MoEoM: Joint Compute and Memory-Aware Balancing for Fast MoE Inference.
ICPADS
Ziqi Gong, Yitao Hu, Sheng Chen, Wenxin Li, Keqiu Li
2025 J jnl
PAT: Accelerating LLM Decoding via Prefix-Aware Attention with Resource Efficient Multi-Tile Kernel.
CoRR
Jinjun Yi, Zhixin Zhao, Yitao Hu, Ke Yan, Weiwei Sun, Hao Wang, Laiping Zhao, Yuhao Zhang, Wenxin Li, Keqiu Li
2025 J jnl
RAGPulse: An Open-Source RAG Workload Trace to Optimize RAG Serving Systems.
CoRR
Zhengchao Wang, Yitao Hu, Jianing Ye, Zhuxuan Chang, Jiazheng Yu, Youpeng Deng, Keqiu Li
2025 J jnl
SLOpt: Serving Real-Time Inference Pipeline With Strict Latency Constraint.
IEEE Trans. Computers
Zhixin Zhao, Yitao Hu, Guotao Yang, Ziqi Gong, Chen Shen, Laiping Zhao, Wenxin Li, Xiulong Liu, Wenyu Qu
2025 J jnl
ServerlessLoRA: Minimizing Latency and Cost in Serverless Inference for LoRA-Based LLMs.
CoRR
Yifan Sui, Hao Wang, Hanfei Yu, Yitao Hu, Jianxun Li, Hao Wang
2025 J jnl
TightLLM: Maximizing Throughput for LLM Inference via Adaptive Offloading Policy.
IEEE Trans. Computers
Yitao Hu, Xiulong Liu, Guotao Yang, Linxuan Li, Kai Zeng, Zhixin Zhao, Sheng Chen, Laiping Zhao, Wenxin Li, Keqiu Li
2024 J jnl
An API Recommendation Method for Querying Mobile Computing Problems.
Int. J. Cogn. Informatics Nat. Intell.
Wanzhi Wen, Bin Zhang, Yitao Hu, Xingyu Zhu, Zelin Wang
2024 — conf
FUYAO: DPU-enabled Direct Data Transfer for Serverless Computing.
ASPLOS (3)
Guowei Liu, Laiping Zhao, Yiming Li, Zhaolin Duan, Sheng Chen, Yitao Hu, Zhiyuan Su, Wenyu Qu
2024 J jnl
Harpagon: Minimizing DNN Serving Cost via Efficient Dispatching, Scheduling and Splitting.
CoRR
Zhixin Zhao, Yitao Hu, Ziqi Gong, Guotao Yang, Wenxin Li, Xiulong Liu, Keqiu Li, Hao Wang
2024 A* conf
PPT: A Pragmatic Transport for Datacenters.
SIGCOMM
Lide Suo, Yiren Pang, Wenxin Li, Renjie Pei, Keqiu Li, Xiulong Liu, Xin He, Yitao Hu, Guyue Liu
2024 — conf
Pre-Warming is Not Enough: Accelerating Serverless Inference With Opportunistic Pre-Loading.
SoCC
Yifan Sui, Hanfei Yu, Yitao Hu, Jianxun Li, Hao Wang
2024 J jnl
Skill-Adpative Imitation Learning for UI Test Reuse.
CoRR
Mengzhou Wu, Hao Wang, Jun Ren, Yuan Cao, Yuetong Li, Alex Jiang, Dezhi Ran, Yitao Hu, Wei Yang, Tao Xie
2023 J jnl
Accelerating Data Delivery of Latency-Sensitive Applications in Container Overlay Network.
IEEE Trans. Parallel Distributed Syst.
Hao Liu, Wenxin Li, Yiren Pang, Renjie Pei, Yitao Hu, Yuan Liu, Lide Suo, Keqiu Li
2023 — conf
DeepLat: Achieving Minimum Worst Case Latency for DNN Inference with Batch-Aware Dispatching.
ICA3PP (1)
Jiaheng Gao, Yitao Hu
2023 B conf
High-throughput Sampling, Communicating and Training for Reinforcement Learning Systems.
IWQoS
Laiping Zhao, Xinan Dai, Zhixin Zhao, Yusong Xin, Yitao Hu, Jun Qian, Jun Yao, Keqiu Li
2021 J jnl
API Recommendation Based on WII-WMD.
Int. J. Cogn. Informatics Nat. Intell.
Wanzhi Wen, Shiqiang Wang, Bingqing Ye, Xingyu Zhu, Yitao Hu, Xiaohong Lu, Bin Zhang
2021 — conf
Rim: Offloading Inference to the Edge.
IoTDI
Yitao Hu, Weiwu Pang, Xiaochen Liu, Rajrup Ghosh, Bongjun Ko, Wei-Han Lee, Ramesh Govindan
2021 — conf
Scrooge: A Cost-Effective Deep Learning Inference System.
SoCC
Yitao Hu, Rajrup Ghosh, Ramesh Govindan
2018 J jnl
Case studies and comparison between two models for assessing library service quality.
Electron. Libr.
Qingkui Xi, Heng Zhao, Yitao Hu, Yunjuan Tong, Ping Bao
2018 A conf
Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System.
Middleware
Yitao Hu, Swati Rallapalli, Bongjun Ko, Ramesh Govindan
2016 Misc conf
ALPS: accurate landmark positioning at city scales.
UbiComp
Yitao Hu, Xiaochen Liu, Suman Nath, Ramesh Govindan
2015 A conf
Data Acquisition for Real-Time Decision-Making under Freshness Constraints.
RTSS
Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher
2014 A* conf
Critical sensing range for mobile heterogeneous camera sensor networks.
INFOCOM
Yitao Hu, Xinbing Wang, Xiaoying Gan