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Bo Li
ORCID
Publication Activity (10 Years)
Years Active: 1992-2024
Publications (10 Years): 149
Top Topics
Stochastic Gradient Descent
Skeleton Extraction
Sensor Networks
Link Utilization
Top Venues
INFOCOM
CoRR
ICDCS
IEEE Trans. Parallel Distributed Syst.
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Publications
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Talal Ahmed Ali Ali
,
Zhu Xiao
,
Hongbo Jiang
,
Bo Li
A Class of Digital Integrators Based on Trigonometric Quadrature Rules.
IEEE Trans. Ind. Electron.
71 (6) (2024)
Yuechen Tao
,
Bo Li
,
Baochun Li
On Atomicity and Confidentiality Across Blockchains Under Failures.
IEEE Trans. Knowl. Data Eng.
36 (2) (2024)
Yi Jiang
,
Hongzi Zhu
,
Shan Chang
,
Bo Li
MAUTH: Continuous User Authentication Based on Subtle Intrinsic Muscular Tremors.
IEEE Trans. Mob. Comput.
23 (2) (2024)
Shan Chang
,
Yuting Tao
,
Hongzi Zhu
,
Bo Li
FriendSeeker: Inferring Hidden Friendship in Mobile Social Networks with Sparse Check-in Data.
ICDCS
(2023)
Lin Gu
,
Junhao Huang
,
Shaoxing Huang
,
Deze Zeng
,
Bo Li
,
Hai Jin
LOPO: An Out-of-order Layer Pulling Orchestration Strategy for Fast Microservice Startup.
INFOCOM
(2023)
Ruiting Zhou
,
Jieling Yu
,
Ruobei Wang
,
Bo Li
,
Jiacheng Jiang
,
Libing Wu
A Reinforcement Learning Approach for Minimizing Job Completion Time in Clustered Federated Learning.
INFOCOM
(2023)
Lin Zhang
,
Shaohuai Shi
,
Bo Li
Eva: A General Vectorized Approximation Framework for Second-order Optimization.
CoRR
(2023)
Barakeel Fanseu Kamhoua
,
Lin Zhang
,
Kaili Ma
,
James Cheng
,
Bo Li
,
Bo Han
GRACE: A General Graph Convolution Framework for Attributed Graph Clustering.
ACM Trans. Knowl. Discov. Data
17 (3) (2023)
Xiaohai Dai
,
Yifan Zhou
,
Jiang Xiao
,
Feng Cheng
,
Xia Xie
,
Hai Jin
,
Bo Li
GeckoDAG: Towards a Lightweight DAG-Based Blockchain via Reducing Data Redundancy.
ICDCS
(2023)
Yuechen Tao
,
Bo Li
,
Baochun Li
On Sharding Across Heterogeneous Blockchains.
ICDE
(2023)
Qingsong Yan
,
Qiang Wang
,
Kaiyong Zhao
,
Jie Chen
,
Bo Li
,
Xiaowen Chu
,
Fei Deng
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning.
CoRR
(2023)
Jieling Yu
,
Ruiting Zhou
,
Chen Chen
,
Bo Li
,
Fang Dong
ASFL: Adaptive Semi-asynchronous Federated Learning for Balancing Model Accuracy and Total Latency in Mobile Edge Networks.
ICPP
(2023)
Fangming Liu
,
Jian Chen
,
Qixia Zhang
,
Bo Li
Online MEC Offloading for V2V Networks.
IEEE Trans. Mob. Comput.
22 (10) (2023)
Lin Zhang
,
Shaohuai Shi
,
Xiaowen Chu
,
Wei Wang
,
Bo Li
,
Chengjian Liu
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining.
ICDCS
(2023)
Zhaobo Wang
,
Yanmin Zhu
,
Chunyang Wang
,
Wenze Ma
,
Bo Li
,
Jiadi Yu
Adaptive Graph Representation Learning for Next POI Recommendation.
SIGIR
(2023)
Xiong Wang
,
Yuxin Chen
,
Yuqing Li
,
Xiaofei Liao
,
Hai Jin
,
Bo Li
FedMoS: Taming Client Drift in Federated Learning with Double Momentum and Adaptive Selection.
INFOCOM
(2023)
Zhenheng Tang
,
Shaohuai Shi
,
Bo Li
,
Xiaowen Chu
GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication.
IEEE Trans. Parallel Distributed Syst.
34 (3) (2023)
Lin Zhang
,
Shaohuai Shi
,
Xiaowen Chu
,
Wei Wang
,
Bo Li
,
Chengjian Liu
Decoupling the All-Reduce Primitive for Accelerating Distributed Deep Learning.
CoRR
(2023)
Qingsong Yan
,
Qiang Wang
,
Kaiyong Zhao
,
Bo Li
,
Xiaowen Chu
,
Fei Deng
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity.
AAAI
(2023)
Lin Zhang
,
Shaohuai Shi
,
Bo Li
Accelerating Distributed K-FAC with Efficient Collective Communication and Scheduling.
INFOCOM
(2023)
Chen Chen
,
Hong Xu
,
Wei Wang
,
Baochun Li
,
Bo Li
,
Li Chen
,
Gong Zhang
GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning.
IEEE J. Sel. Areas Commun.
41 (4) (2023)
Shenglai Zeng
,
Zonghang Li
,
Hongfang Yu
,
Zhihao Zhang
,
Long Luo
,
Bo Li
,
Dusit Niyato
HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse.
IEEE Trans. Cloud Comput.
11 (3) (2023)
Chen Chen
,
Qizhen Weng
,
Wei Wang
,
Baochun Li
,
Bo Li
Accelerating Distributed Learning in Non-Dedicated Environments.
IEEE Trans. Cloud Comput.
11 (1) (2023)
Lin Zhang
,
Longteng Zhang
,
Shaohuai Shi
,
Xiaowen Chu
,
Bo Li
Evaluation and Optimization of Gradient Compression for Distributed Deep Learning.
ICDCS
(2023)
Yuechen Tao
,
Bo Li
,
Baochun Li
,
Lei Chen
Characterizing Performance Limits in Payment Channel Networks.
IEEE Trans. Knowl. Data Eng.
35 (3) (2023)
Changyang He
,
Lu He
,
Zhicong Lu
,
Bo Li
"I Have to Use My Son's QR Code to Run the Business": Unpacking Senior Street Vendors' Challenges in Mobile Money Collection in China.
Proc. ACM Hum. Comput. Interact.
7 (CSCW1) (2023)
Zhifeng Jiang
,
Wei Wang
,
Bo Li
,
Qiang Yang
Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies.
IEEE Trans. Big Data
9 (2) (2023)
Shaohuai Shi
,
Xinglin Pan
,
Xiaowen Chu
,
Bo Li
PipeMoE: Accelerating Mixture-of-Experts through Adaptive Pipelining.
INFOCOM
(2023)
Junpei Ni
,
Jiang Xiao
,
Shijie Zhang
,
Bo Li
,
Baochun Li
,
Hai Jin
FLUID: Towards Efficient Continuous Transaction Processing in DAG-Based Blockchains.
IEEE Trans. Knowl. Data Eng.
35 (12) (2023)
Lin Zhang
,
Shaohuai Shi
,
Wei Wang
,
Bo Li
Scalable K-FAC Training for Deep Neural Networks With Distributed Preconditioning.
IEEE Trans. Cloud Comput.
11 (3) (2023)
Xiaowen Chu
,
Hongbo Jiang
,
Bo Li
,
Dan Wang
,
Wei Wang
Editorial: Advances in Mobile, Edge and Cloud Computing.
Mob. Networks Appl.
27 (1) (2022)
Jananie Jarachanthan
,
Li Chen
,
Fei Xu
,
Bo Li
Astrea: Auto-Serverless Analytics Towards Cost-Efficiency and QoS-Awareness.
IEEE Trans. Parallel Distributed Syst.
33 (12) (2022)
Barakeel Fanseu Kamhoua
,
Lin Zhang
,
Yongqiang Chen
,
Han Yang
,
Kaili Ma
,
Bo Han
,
Bo Li
,
James Cheng
Exact Shape Correspondence via 2D graph convolution.
NeurIPS
(2022)
Changyang He
,
Huan Liu
,
Lu He
,
Tun Lu
,
Bo Li
More collaboration, less seriousness: Investigating new strategies for promoting youth engagement in government-generated videos during the COVID-19 pandemic in China.
Comput. Hum. Behav.
126 (2022)
Peng Ye
,
Zhifeng Jiang
,
Wei Wang
,
Bo Li
,
Baochun Li
Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning.
CoRR
(2022)
Long Luo
,
Yijing Kong
,
Mohammad Noormohammadpour
,
Zilong Ye
,
Gang Sun
,
Hongfang Yu
,
Bo Li
Deadline-Aware Fast One-to-Many Bulk Transfers over Inter-Datacenter Networks.
IEEE Trans. Cloud Comput.
10 (1) (2022)
Juntong Su
,
Guangming Xiao
,
Hui Zhang
,
Bo Li
Microstructure reconstruction of porous copper foams based on deep convolutional generative adversarial networks with physical characteristics of materials.
Int. J. Data Sci. Anal.
14 (1) (2022)
Yi Liu
,
Lei Xu
,
Xingliang Yuan
,
Cong Wang
,
Bo Li
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining.
INFOCOM
(2022)
Zhifeng Jiang
,
Wei Wang
,
Baochun Li
,
Bo Li
Pisces: Efficient Federated Learning via Guided Asynchronous Training.
CoRR
(2022)
Changyang He
,
Yue Deng
,
Wenjie Yang
,
Bo Li
"Help! Can You Hear Me?": Understanding How Help-Seeking Posts are Overwhelmed on Social Media during a Natural Disaster.
Proc. ACM Hum. Comput. Interact.
6 (CSCW2) (2022)
Lijun Wei
,
Yuhan Yang
,
Jing Wu
,
Chengnian Long
,
Bo Li
Trust Management for Internet of Things: A Comprehensive Study.
IEEE Internet Things J.
9 (10) (2022)
Ne Wang
,
Ruiting Zhou
,
Lei Jiao
,
Renli Zhang
,
Bo Li
,
Zongpeng Li
Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks.
IEEE J. Sel. Areas Commun.
40 (8) (2022)
Yuhan Yang
,
Lijun Wei
,
Jing Wu
,
Chengnian Long
,
Bo Li
A Blockchain-Based Multidomain Authentication Scheme for Conditional Privacy Preserving in Vehicular Ad-Hoc Network.
IEEE Internet Things J.
9 (11) (2022)
Lin Zhang
,
Shaohuai Shi
,
Wei Wang
,
Bo Li
Scalable K-FAC Training for Deep Neural Networks with Distributed Preconditioning.
CoRR
(2022)
Rongfei Zeng
,
Chao Zeng
,
Xingwei Wang
,
Bo Li
,
Xiaowen Chu
Incentive Mechanisms in Federated Learning and A Game-Theoretical Approach.
IEEE Netw.
36 (6) (2022)
Bin Gao
,
Zhi Zhou
,
Fangming Liu
,
Fei Xu
,
Bo Li
An Online Framework for Joint Network Selection and Service Placement in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
21 (11) (2022)
Lin Gu
,
Zirui Chen
,
Honghao Xu
,
Deze Zeng
,
Bo Li
,
Hai Jin
Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput.
INFOCOM
(2022)
Hai Jin
,
Chenchen Li
,
Jiang Xiao
,
Teng Zhang
,
Xiaohai Dai
,
Bo Li
Detecting Arbitrage on Ethereum Through Feature Fusion and Positive-Unlabeled Learning.
IEEE J. Sel. Areas Commun.
40 (12) (2022)
Xiaorui Wu
,
Hong Xu
,
Bo Li
,
Yongqiang Xiong
Stanza: Layer Separation for Distributed Training in Deep Learning.
IEEE Trans. Serv. Comput.
15 (3) (2022)
Ruiting Zhou
,
Ruobei Wang
,
Jieling Yu
,
Bo Li
,
Yuqing Li
Heterogeneous Federated Learning for Balancing Job Completion Time and Model Accuracy.
ICPADS
(2022)
Chen Chen
,
Hong Xu
,
Wei Wang
,
Baochun Li
,
Bo Li
,
Li Chen
,
Gong Zhang
Communication-Efficient Federated Learning with Adaptive Parameter Freezing.
ICDCS
(2021)
Shaohuai Shi
,
Xiaowen Chu
,
Bo Li
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning.
IEEE Trans. Parallel Distributed Syst.
32 (8) (2021)
Luping Wang
,
Lingyun Yang
,
Yinghao Yu
,
Wei Wang
,
Bo Li
,
Xianchao Sun
,
Jian He
,
Liping Zhang
Morphling: Fast, Near-Optimal Auto-Configuration for Cloud-Native Model Serving.
SoCC
(2021)
Shaohuai Shi
,
Lin Zhang
,
Bo Li
Accelerating Distributed K-FAC with Smart Parallelism of Computing and Communication Tasks.
CoRR
(2021)
Suyi Li
,
Luping Wang
,
Wei Wang
,
Yinghao Yu
,
Bo Li
George: Learning to Place Long-Lived Containers in Large Clusters with Operation Constraints.
SoCC
(2021)
Miao Zhang
,
Fangxin Wang
,
Yifei Zhu
,
Jiangchuan Liu
,
Bo Li
Serverless Empowered Video Analytics for Ubiquitous Networked Cameras.
IEEE Netw.
35 (6) (2021)
Barakeel Fanseu Kamhoua
,
Lin Zhang
,
Kaili Ma
,
James Cheng
,
Bo Li
,
Bo Han
HyperGraph Convolution Based Attributed HyperGraph Clustering.
CIKM
(2021)
Lijun Wei
,
Jing Wu
,
Chengnian Long
,
Bo Li
On Designing Context-Aware Trust Model and Service Delegation for Social Internet of Things.
IEEE Internet Things J.
8 (6) (2021)
Li Chen
,
Yuan Feng
,
Baochun Li
,
Bo Li
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness.
IEEE Trans. Parallel Distributed Syst.
32 (5) (2021)
Shaohuai Shi
,
Lin Zhang
,
Bo Li
Accelerating Distributed K-FAC with Smart Parallelism of Computing and Communication Tasks.
ICDCS
(2021)
Jananie Jarachanthan
,
Li Chen
,
Fei Xu
,
Bo Li
Astra: Autonomous Serverless Analytics with Cost-Efficiency and QoS-Awareness.
IPDPS
(2021)
Minchen Yu
,
Zhifeng Jiang
,
Hok Chun Ng
,
Wei Wang
,
Ruichuan Chen
,
Bo Li
Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning.
ICDCS
(2021)
Shaohuai Shi
,
Zhenheng Tang
,
Xiaowen Chu
,
Chengjian Liu
,
Wei Wang
,
Bo Li
A Quantitative Survey of Communication Optimizations in Distributed Deep Learning.
IEEE Netw.
35 (3) (2021)
Rongfei Zeng
,
Chao Zeng
,
Xingwei Wang
,
Bo Li
,
Xiaowen Chu
A Comprehensive Survey of Incentive Mechanism for Federated Learning.
CoRR
(2021)
Lin Gu
,
Deze Zeng
,
Jie Hu
,
Bo Li
,
Hai Jin
Layer Aware Microservice Placement and Request Scheduling at the Edge.
INFOCOM
(2021)
Jananie Jarachanthan
,
Li Chen
,
Fei Xu
,
Bo Li
AMPS-Inf: Automatic Model Partitioning for Serverless Inference with Cost Efficiency.
ICPP
(2021)
Yuhan Yang
,
Chengnian Long
,
Jing Wu
,
Shaoliang Peng
,
Bo Li
D2D-Enabled Mobile-Edge Computation Offloading for Multiuser IoT Network.
IEEE Internet Things J.
8 (16) (2021)
Changyang He
,
Lu He
,
Tun Lu
,
Bo Li
Beyond Entertainment: Unpacking Danmaku and Comments' Role of Information Sharing and Sentiment Expression in Online Crisis Videos.
Proc. ACM Hum. Comput. Interact.
5 (CSCW2) (2021)
Tianzi Zang
,
Yanmin Zhu
,
Chen Gong
,
Haobing Liu
,
Bo Li
Modeling Dynamic Social Behaviors with Time-Evolving Graphs for User Behavior Predictions.
DASFAA (1)
(2021)
Shaohuai Shi
,
Xiaowen Chu
,
Bo Li
Exploiting Simultaneous Communications to Accelerate Data Parallel Distributed Deep Learning.
INFOCOM
(2021)
Xueling Lin
,
Jingjie Jiang
,
Calvin Hong Yi Li
,
Bo Li
,
Baochun Li
Circa: collaborative code offloading among multiple mobile devices.
Wirel. Networks
26 (2) (2020)
Yifei Zhu
,
Qiyun He
,
Jiangchuan Liu
,
Bo Li
,
Yueming Hu
When Crowd Meets Big Video Data: Cloud-Edge Collaborative Transcoding for Personal Livecast.
IEEE Trans. Netw. Sci. Eng.
7 (1) (2020)
Panpan Jin
,
Xincai Fei
,
Qixia Zhang
,
Fangming Liu
,
Bo Li
Latency-aware VNF Chain Deployment with Efficient Resource Reuse at Network Edge.
INFOCOM
(2020)
Yuqing Li
,
Hok Chun Ng
,
Lin Zhang
,
Bo Li
Online Cooperative Resource Allocation at the Edge: A Privacy-Preserving Approach.
ICNP
(2020)
Zhenheng Tang
,
Shaohuai Shi
,
Xiaowen Chu
,
Wei Wang
,
Bo Li
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey.
CoRR
(2020)
Chen Chen
,
Qizhen Weng
,
Wei Wang
,
Baochun Li
,
Bo Li
Semi-dynamic load balancing: efficient distributed learning in non-dedicated environments.
SoCC
(2020)
Yuechen Tao
,
Bo Li
,
Jingjie Jiang
,
Hok Chu Ng
,
Cong Wang
,
Baochun Li
On Sharding Open Blockchains with Smart Contracts.
ICDE
(2020)
Shaohuai Shi
,
Qiang Wang
,
Xiaowen Chu
,
Bo Li
,
Yang Qin
,
Ruihao Liu
,
Xinxiao Zhao
Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs.
INFOCOM
(2020)
Xincai Fei
,
Fangming Liu
,
Hai Jin
,
Bo Li
FlexNFV: Flexible Network Service Chaining with Dynamic Scaling.
IEEE Netw.
34 (4) (2020)
Shaohuai Shi
,
Zhenheng Tang
,
Xiaowen Chu
,
Chengjian Liu
,
Wei Wang
,
Bo Li
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges.
CoRR
(2020)
Shawn Shan
,
Emily Wenger
,
Bolun Wang
,
Bo Li
,
Haitao Zheng
,
Ben Y. Zhao
Gotta Catch'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks.
CCS
(2020)
Luping Wang
,
Qizhen Weng
,
Wei Wang
,
Chen Chen
,
Bo Li
Metis: learning to schedule long-running applications in shared container clusters at scale.
SC
(2020)
Li Chen
,
Shuhao Liu
,
Baochun Li
,
Bo Li
Scheduling Jobs across Geo-Distributed Datacenters with Max-Min Fairness.
IEEE Trans. Netw. Sci. Eng.
6 (3) (2019)
Zeyi Wen
,
Mingyu Liang
,
Bingsheng He
,
Zexin Xia
,
Bo Li
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time.
ICDE
(2019)
Shuang Zhang
,
Liyao Xiang
,
Congcong Li
,
Yixuan Wang
,
Zeyu Liu
,
Quanshi Zhang
,
Bo Li
Preventing Information Leakage with Neural Architecture Search.
CoRR
(2019)
Jun Li
,
Baochun Li
,
Bo Li
Mist: Efficient Dissemination of Erasure-Coded Data in Data Centers.
IEEE Trans. Emerg. Top. Comput.
7 (3) (2019)
Chen Chen
,
Wei Wang
,
Bo Li
Round-Robin Synchronization: Mitigating Communication Bottlenecks in Parameter Servers.
INFOCOM
(2019)
Li Chen
,
Yuan Feng
,
Baochun Li
,
Bo Li
Promenade: Proportionally Fair Multipath Rate Control in Datacenter Networks with Random Network Coding.
IEEE Trans. Parallel Distributed Syst.
30 (11) (2019)
Luping Wang
,
Wei Wang
,
Bo Li
CMFL: Mitigating Communication Overhead for Federated Learning.
ICDCS
(2019)
Menglan Hu
,
Weidong Liu
,
Kai Peng
,
Xiaoqiang Ma
,
Wenqing Cheng
,
Jiangchuan Liu
,
Bo Li
Joint Routing and Scheduling for Vehicle-Assisted Multidrone Surveillance.
IEEE Internet Things J.
6 (2) (2019)
Shaohuai Shi
,
Xiaowen Chu
,
Bo Li
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning.
CoRR
(2019)
Shaohuai Shi
,
Xiaowen Chu
,
Bo Li
MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms.
INFOCOM
(2019)
Jingjie Jiang
,
Shiyao Ma
,
Bo Li
,
Baochun Li
Adia: Achieving High Link Utilization with Coflow-Aware Scheduling in Data Center Networks.
IEEE Trans. Cloud Comput.
7 (2) (2019)
Shawn Shan
,
Emily Willson
,
Bolun Wang
,
Bo Li
,
Haitao Zheng
,
Ben Y. Zhao
Gotta Catch 'Em All: Using Concealed Trapdoors to Detect Adversarial Attacks on Neural Networks.
CoRR
(2019)
Shaohuai Shi
,
Qiang Wang
,
Xiaowen Chu
,
Bo Li
A DAG Model of Synchronous Stochastic Gradient Descent in Distributed Deep Learning.
ICPADS
(2018)
Chen Chen
,
Qizhen Weng
,
Wei Wang
,
Baochun Li
,
Bo Li
Fast Distributed Deep Learning via Worker-adaptive Batch Sizing.
CoRR
(2018)
Yuechen Tao
,
Jingjie Jiang
,
Shiyao Ma
,
Luping Wang
,
Wei Wang
,
Bo Li
Unraveling the RTT-fairness Problem for BBR: A Queueing Model.
GLOBECOM
(2018)
Chen Chen
,
Qizhen Weng
,
Wei Wang
,
Baochun Li
,
Bo Li
Fast Distributed Deep Learning via Worker-adaptive Batch Sizing.
SoCC
(2018)
Shaohuai Shi
,
Qiang Wang
,
Xiaowen Chu
,
Bo Li
Modeling and Evaluation of Synchronous Stochastic Gradient Descent in Distributed Deep Learning on Multiple GPUs.
CoRR
(2018)
Li Chen
,
Yuan Feng
,
Baochun Li
,
Bo Li
Efficient Performance-Centric Bandwidth Allocation with Fairness Tradeoff.
IEEE Trans. Parallel Distributed Syst.
29 (8) (2018)