2025
DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Comprehensive Deadlock Prevention for GPU Collective Communication.
Proceedings of the Twentieth European Conference on Computer Systems, 2025
2024
A Memory-Efficient Hybrid Parallel Framework for Deep Neural Network Training.
IEEE Trans. Parallel Distributed Syst., April, 2024
MF2POSE: Multi-task Feature Fusion Pseudo-Siamese Network for intrusion detection using Category-distance Promotion Loss.
Knowl. Based Syst., January, 2024
Disentangled Orchestration on Cyber Ranges.
IEEE Trans. Dependable Secur. Comput., 2024
2023
A One-Pass Clustering Based Sketch Method for Network Monitoring.
IEEE/ACM Trans. Netw., December, 2023
Accelerating GNN Training by Adapting Large Graphs to Distributed Heterogeneous Architectures.
IEEE Trans. Computers, December, 2023
Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models.
IEEE J. Sel. Areas Commun., April, 2023
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Multi-Modal Approach For Context-Aware Network Traffic Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Mercury: A High-Performance Streaming Graph Method for Broad and Deep Flow Inspection.
Proceedings of the IEEE Smartworld, 2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Orchestrating Heterogeneous Cyber-range Event Chains With Serverless-container Workflow.
Proceedings of the 30th International Symposium on Modeling, 2022
Multi-Semantics Learning for Social Event Detection via Heterogeneous GNNs.
Proceedings of the International Joint Conference on Neural Networks, 2022
Qrelation: an Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2022
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
CGNN: Traffic Classification with Graph Neural Network.
CoRR, 2021
S2 Reducer: High-Performance Sparse Communication to Accelerate Distributed Deep Learning.
CoRR, 2021
Jellyfish: Locality-Sensitive Subflow Sketching.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Graphcomm: A Graph Neural Network Based Method for Multi-Agent Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021
CASQ: Accelerate Distributed Deep Learning with Sketch-Based Gradient Quantization.
Proceedings of the IEEE International Conference on Cluster Computing, 2021
2020
Nyström Approximation with Nonnegative Matrix Factorization.
CoRR, 2020
Recent Trends in Deep Learning Based Open-Domain Textual Question Answering Systems.
IEEE Access, 2020
Clustering-preserving Network Flow Sketching.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Learning Network Representation Through Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
A Skewness-Aware Matrix Factorization Approach for Mesh-Structured Cloud Services.
IEEE/ACM Trans. Netw., 2019
Locality-Sensitive Sketching for Resilient Network Flow Monitoring.
CoRR, 2019
Diting: An Author Disambiguation Method Based on Network Representation Learning.
IEEE Access, 2019
User Donations in a User Generated Video System.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Resilient Disaggregated Network Flow Monitoring.
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019
Author Disambiguation through Adversarial Network Representation Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Every Timestamp Counts: Accurate Tracking of Network Latencies Using Reconcilable Difference Aggregator.
IEEE/ACM Trans. Netw., 2018
A Network-embedding Based Method for Author Disambiguation.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Self-Stabilized Distributed Network Distance Prediction.
IEEE/ACM Trans. Netw., 2017
MCR: Structure-Aware Overlay-Based Latency-Optimal Greedy Relay Search.
IEEE/ACM Trans. Netw., 2017
2016
False-Positive Probability and Compression Optimization for Tree-Structured Bloom Filters.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016
2015
BLOR: An efficient bandwidth and latency sensitive overlay routing approach for flash data dissemination.
Concurr. Comput. Pract. Exp., 2015
Tree-structured Bloom Filters for Joint Optimization of False Positive Probability and Transmission Bandwidth.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
Cooperative repair based on tree structure for multiple failures in distributed storage systems with regenerating codes.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015
Towards Latency-Optimal Distributed Relay Selection.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
CommonFinder: A decentralized and privacy-preserving common-friend measurement method for the distributed online social networks.
Comput. Networks, 2014
A Discrete Data Dividing Approach for Erasure-Code-Based Storage Applications.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014
MCRTREE: A Mutually Cooperative Recovery Scheme for Multiple Losses in Distributed Storage Systems Based on Tree Structure.
Proceedings of the 9th IEEE International Conference on Networking, 2014
2013
HybridNN: An accurate and scalable network location service based on the inframetric model.
Future Gener. Comput. Syst., 2013
A general scalable and accurate decentralized level monitoring method for large-scale dynamic service provision in hybrid clouds.
Future Gener. Comput. Syst., 2013
DKNNS: Scalable and accurate distributed K nearest neighbor search for latency-sensitive applications.
Sci. China Inf. Sci., 2013
2012
BLOR: Bandwidth and Latency Sensitive Overlay Routing for Flash Data Dissemination.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012
BCE: A privacy-preserving common-friend estimation method for distributed online social networks without cryptography.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012
On the feasibility of common-friend measurements for the distributed online social networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012
2011
HybridNN: Supporting Network Location Service on Generalized Delay Metrics
CoRR, 2011
2009
HyperSpring: Accurate and Stable Latency Estimation in the Hyperbolic Space.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009
iRank: Supporting Proximity Ranking for Peer-to-Peer Applications.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009