Bo Li

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 156

Top Venues

INFOCOM

CoRR

ICDCS

IEEE Trans. Parallel Distributed Syst.

Publications

Jing Peng, Zihan Li, Shaohuai Shi, Bo Li
Sparse Gradient Communication with AlltoAll for Accelerating Distributed Deep Learning. ICPP (2024)
Yue Deng, Zheng Chen, Changyang He, Zhicong Lu, Bo Li
Persuasion or Insulting? Unpacking Discursive Strategies of Gender Debate in Everyday Feminism in China. CoRR (2024)
Rongyu Zhang, Yun Chen, Chenrui Wu, Fangxin Wang, Bo Li
Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data. CoRR (2024)
Qiying Pan, Hangrui Cao, Yifei Zhu, Jiangchuan Liu, Bo Li
Contextual Client Selection for Efficient Federated Learning Over Edge Devices. IEEE Trans. Mob. Comput. 23 (6) (2024)
Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li
Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. INFOCOM (2024)
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)
Yue Deng, Zheng Chen, Changyang He, Zhicong Lu, Bo Li
Persuasion or Insulting? Unpacking Discursive Strategies of Gender Debate in Everyday Feminism in China. CHI (2024)
Fei Wang, Baochun Li, Bo Li
Federated Unlearning and Its Privacy Threats. IEEE Netw. 38 (2) (2024)
Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li
Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. CoRR (2024)
Jin Xu, Min Cheng, Bo Li, Lilin Chu, Haihui Dong, Yuqiang Yang, Sihan Qian, Yuanyuan Huang, Jianbin Yuan
Oil Slick Identification in Marine Radar Image Using HOG, Random Forest, and PSO. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Feng Cheng, Jiang Xiao, Cunyang Liu, Shijie Zhang, Yifan Zhou, Bo Li, Baochun Li, Hai Jin
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding. ICDE (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)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Changyang He, Yue Deng, Lu He, Qingyu Guo, Yu Zhang, Zhicong Lu, Bo Li
Engage Wider Audience or Facilitate Quality Answers? a Mixed-methods Analysis of Questioning Strategies for Research Sensemaking on a Community Q&A Site. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning. USENIX Security Symposium (2024)
Changyang He, Lu He, Wenjie Yang, Bo Li
Images Connect Us Together: Navigating a COVID-19 Local Outbreak in China Through Social Media Images. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Shaohuai Shi, Xinglin Pan, Qiang Wang, Chengjian Liu, Xiaozhe Ren, Zhongzhe Hu, Yu Yang, Bo Li, Xiaowen Chu
ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling. EuroSys (2024)
Ningxin Su, Chenghao Hu, Baochun Li, Bo Li
Titanic: Towards Production Federated Learning with Large Language Models. INFOCOM (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)
Yue Deng, Changyang He, Bo Li
Understanding Emotional Disclosure via Diary-keeping in Quarantine on Social Media. CCHI (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)
Ningxin Su, Baochun Li, Bo Li
Multi-Server Stable Rendezvous for the Metaverse. MetaCom (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bo Li