Jilong Xue

50 papers A* 12A 4B 3Misc 1Journal 22Unranked 8
YearRankTypeTitle / Venue / Authors
2026 B conf
MetaAttention: A Unified and Performant Attention Framework across Hardware Backends.
PPoPP
Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Xingda Wei, Haibo Chen
2025 J jnl
AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms.
CoRR
Feiyang Chen, Yu Cheng, Lei Wang, Yuqing Xia, Ziming Miao, Lingxiao Ma, Fan Yang, Jilong Xue, Zhi Yang, Mao Yang, Haibo Chen
2025 J jnl
BitNet: 1-bit Pre-training for Large Language Models.
J. Mach. Learn. Res.
Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei
2025 A* conf
Elk: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques.
MICRO
Yiqi Liu, Yuqi Xue, Noelle Crawford, Jilong Xue, Jian Huang
2025 J jnl
Elk: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques.
CoRR
Yiqi Liu, Yuqi Xue, Noelle Crawford, Jilong Xue, Jian Huang
2025 A* conf
LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference.
ISCA
Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2025 A conf
NeuStream: Bridging Deep Learning Serving and Stream Processing.
EuroSys
Haochen Yuan, Yuanqing Wang, Wenhao Xie, Yu Cheng, Ziming Miao, Lingxiao Ma, Jilong Xue, Zhi Yang
2025 A* conf
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution.
OSDI
Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
2025 — conf
Revealing Floating-Point Accumulation Orders in Software/Hardware Implementations.
USENIX ATC
Peichen Xie, Yanjie Gao, Yang Wang, Jilong Xue
2025 J jnl
TileLang: A Composable Tiled Programming Model for AI Systems.
CoRR
Lei Wang, Yu Cheng, Yining Shi, Zhengju Tang, Zhiwen Mo, Wenhao Xie, Lingxiao Ma, Yuqing Xia, Jilong Xue, Fan Yang, Zhi Yang
2025 J jnl
WaferLLM: A Wafer-Scale LLM Inference System.
CoRR
Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai
2025 A* conf
WaferLLM: Large Language Model Inference at Wafer Scale.
OSDI
Congjie He, Yeqi Huang, Pei Mu, Ziming Miao, Jilong Xue, Lingxiao Ma, Fan Yang, Luo Mai
2024 J jnl
FPRev: Revealing the Order of Floating-Point Summation by Numerical Testing.
CoRR
Peichen Xie, Yanjie Gao, Jilong Xue
2024 J jnl
GRIN: GRadient-INformed MoE.
CoRR
Liyuan Liu, Young Jin Kim, Shuohang Wang, Chen Liang, Yelong Shen, Hao Cheng, Xiaodong Liu, Masahiro Tanaka, Xiaoxia Wu, Wenxiang Hu, Vishrav Chaudhary, Zeqi Lin, Chengruidong Zhang, Jilong Xue, Hany Awadalla, Jianfeng Gao, Weizhu Chen
2024 J jnl
LUT Tensor Core: Lookup Table Enables Efficient Low-Bit LLM Inference Acceleration.
CoRR
Zhiwen Mo, Lei Wang, Jianyu Wei, Zhichen Zeng, Shijie Cao, Lingxiao Ma, Naifeng Jing, Ting Cao, Jilong Xue, Fan Yang, Mao Yang
2024 A* conf
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation.
OSDI
Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
2024 J jnl
MoE-CAP: Cost-Accuracy-Performance Benchmarking for Mixture-of-Experts Systems.
CoRR
Yao Fu, Yinsicheng Jiang, Yeqi Huang, Ping Nie, Zhan Lu, Leyang Xue, Congjie He, Man-Kit Sit, Jilong Xue, Li Dong, Ziming Miao, Kai Zou, Edoardo M. Ponti, Luo Mai
2024 A* conf
Scaling Deep Learning Computation over the Inter-Core Connected Intelligence Processor with T10.
SOSP
Yiqi Liu, Yuqi Xue, Yu Cheng, Lingxiao Ma, Ziming Miao, Jilong Xue, Jian Huang
2024 J jnl
Scaling Deep Learning Computation over the Inter-Core Connected Intelligence Processor.
CoRR
Yiqi Liu, Yuqi Xue, Yu Cheng, Lingxiao Ma, Ziming Miao, Jilong Xue, Jian Huang
2024 J jnl
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits.
CoRR
Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei
2023 A* conf
Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning.
OSDI
Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
2023 — conf
Efficient GPU Kernels for N: M-Sparse Weights in Deep Learning.
MLSys
Bin Lin, Ningxin Zheng, Lei Wang, Shijie Cao, Lingxiao Ma, Quanlu Zhang, Yi Zhu, Ting Cao, Jilong Xue, Yuqing Yang, Fan Yang
2023 J jnl
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement.
CoRR
Xiaonan Nie, Xupeng Miao, Zilong Wang, Zichao Yang, Jilong Xue, Lingxiao Ma, Gang Cao, Bin Cui
2023 J jnl
FlexMoE: Scaling Large-scale Sparse Pre-trained Model Training via Dynamic Device Placement.
Proc. ACM Manag. Data
Xiaonan Nie, Xupeng Miao, Zilong Wang, Zichao Yang, Jilong Xue, Lingxiao Ma, Gang Cao, Bin Cui
2023 A* conf
Optimizing Dynamic Neural Networks with Brainstorm.
OSDI
Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo
2023 J jnl
Retentive Network: A Successor to Transformer for Large Language Models.
CoRR
Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei
2023 A* conf
Welder: Scheduling Deep Learning Memory Access via Tile-graph.
OSDI
Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
2022 A* conf
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning.
OSDI
Hongyu Zhu, Ruofan Wu, Yijia Diao, Shanbin Ke, Haoyu Li, Chen Zhang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Wei Cui, Fan Yang, Mao Yang, Lidong Zhou, Asaf Cidon, Gennady Pekhimenko
2021 J jnl
Dense-to-Sparse Gate for Mixture-of-Experts.
CoRR
Xiaonan Nie, Shijie Cao, Xupeng Miao, Lingxiao Ma, Jilong Xue, Youshan Miao, Zichao Yang, Zhi Yang, Bin Cui
2020 J jnl
Distributed Graph Computation Meets Machine Learning.
IEEE Trans. Parallel Distributed Syst.
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
2020 A* conf
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks.
OSDI
Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
2019 A conf
Fast Distributed Deep Learning over RDMA.
EuroSys
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
2019 — conf
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs.
USENIX ATC
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2018 J jnl
RPC Considered Harmful: Fast Distributed Deep Learning on RDMA.
CoRR
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
2018 J jnl
Towards Efficient Large-Scale Graph Neural Network Computing.
CoRR
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2017 — conf
Garaph: Efficient GPU-accelerated Graph Processing on a Single Machine with Balanced Replication.
USENIX ATC
Lingxiao Ma, Zhi Yang, Han Chen, Jilong Xue, Yafei Dai
2017 J jnl
Processing Concurrent Graph Analytics with Decoupled Computation Model.
IEEE Trans. Computers
Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai
2017 Misc conf
Tux
NSDI
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
2016 B conf
Efficient Distributed Machine Learning with Trigger Driven Parallel Training.
GLOBECOM
Shenglong Li, Jilong Xue, Zhi Yang, Yafei Dai
2016 J jnl
VoteTrust: Leveraging Friend Invitation Graph to Defend against Social Network Sybils.
IEEE Trans. Dependable Secur. Comput.
Zhi Yang, Jilong Xue, Xiaoyong Yang, Xiao Wang, Yafei Dai
2015 — conf
GraM: scaling graph computation to the trillions.
SoCC
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
2015 — conf
Process-driven Analysis of Dynamics in Online Social Interactions.
COSN
Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai
2015 A conf
Uncovering User Interaction Dynamics in Online Social Networks.
ICWSM
Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai
2015 J jnl
Understanding the performance of offline download in real p2p networks.
Peer-to-Peer Netw. Appl.
Zhi Yang, Yuanjian Xing, Chi Chen, Jilong Xue, Yafei Dai
2015 — conf
When computing meets heterogeneous cluster: Workload assignment in graph computation.
IEEE BigData
Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai
2014 J jnl
A Topology Construct and Control Model with Small-World and Scale-Free Concepts for Heterogeneous Sensor Networks.
Int. J. Distributed Sens. Networks
Lifang Liu, Xiaogang Qi, Jilong Xue, Mande Xie
2014 A conf
Seraph: an efficient, low-cost system for concurrent graph processing.
HPDC
Jilong Xue, Zhi Yang, Zhi Qu, Shian Hou, Yafei Dai
2013 — conf
Unfolding dynamics in a social network: co-evolution oflink formation and user interaction.
WWW (Companion Volume)
Zhi Yang, Jilong Xue, Han Xiao Zhao, Xiao Wang, Ben Y. Zhao, Yafei Dai
2013 A* conf
VoteTrust: Leveraging friend invitation graph to defend against social network Sybils.
INFOCOM
Jilong Xue, Zhi Yang, Xiaoyong Yang, Xiao Wang, Lijiang Chen, Yafei Dai
2011 B conf
On the QoS of Offline Download in Retrieving Peer-Side File Resource.
ICPP
Yuanjian Xing, Zhi Yang, Chi Chen, Jilong Xue, Yafei Dai