Han Tian

Orcid: 0000-0002-3238-8500

According to our database¹, Han Tian authored at least 38 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue.

[BibT_eX]

[DOI]

CoRR, February, 2025

Enhancing Token Filtering Efficiency in Large Language Model Training with Collider.

[BibT_eX]

[DOI]

CoRR, February, 2025

Swift: Rethinking RDMA Control Plane for Elastic Computing.

[BibT_eX]

[DOI]

CoRR, January, 2025

FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration.

[BibT_eX]

[DOI]

CoRR, January, 2025

PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks.

[BibT_eX]

[DOI]

CoRR, January, 2025

mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training.

[BibT_eX]

[DOI]

CoRR, January, 2025

Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping.

[BibT_eX]

[DOI]

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

Enabling Efficient GPU Communication over Multiple NICs with FuseLink.

[BibT_eX]

[DOI]

Proceedings of the 19th USENIX Symposium on Operating Systems Design and Implementation, 2025

GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters.

[BibT_eX]

[DOI]

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

A Generic and Efficient Communication Framework for Message-Level In-Network Computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2025, 2025

Achieving Fairness Generalizability for Learning-based Congestion Control with Jury.

[BibT_eX]

[DOI]

Proceedings of the Twentieth European Conference on Computer Systems, 2025

2024

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2024

High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., August, 2024

Deep learning for Depression Recognition from Speech.

[BibT_eX]

[DOI]

Han Tian

Zhang Zhu

Xu Jing

Mob. Networks Appl., August, 2024

Efficient DRL-Based Congestion Control With Ultra-Low Overhead.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., June, 2024

Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services.

[BibT_eX]

[DOI]

CoRR, 2024

PackVFL: Efficient HE Packing for Vertical Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Fair and Efficient Learning-based Congestion Control.

[BibT_eX]

[DOI]

CoRR, 2024

Accelerating Neural Recommendation Training with Embedding Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Towards Domain-Specific Network Transport for Distributed DNN Training.

[BibT_eX]

[DOI]

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Astraea: Towards Fair and Efficient Learning-based Congestion Control.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Accelerating Privacy-Preserving Machine Learning With GeniBatch.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Understanding Communication Characteristics of Distributed Training.

[BibT_eX]

[DOI]

Proceedings of the 8th Asia-Pacific Workshop on Networking, 2024

2023

Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Vertical Federated Learning: From a Layered Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

A Dynamic Change Mechanism for Business Process in Science and Technology Service Domain.

[BibT_eX]

[DOI]

Proceedings of the Service Science - CCF 16th International Conference, 2023

2022

Driving as well as on a Sunny Day? Predicting Driver's Fixation in Rainy Weather Conditions via a Dual-Branch Visual Model.

[BibT_eX]

[DOI]

Han Tian

Tao Deng

Hongmei Yan

IEEE CAA J. Autom. Sinica, 2022

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Multi-objective congestion control.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

Spine: an efficient DRL-based congestion control with ultra-low overhead.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022

Herald: An Embedding Scheduler for Distributed Embedding Model Training.

[BibT_eX]

[DOI]

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021

CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Domain-specific Communication Optimization for Distributed DNN Training.

[BibT_eX]

[DOI]

CoRR, 2020

Systematic Proportional Method for Improving the Measurement Accuracy of Passive Sensor Measurement System.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Aquifer Parameter Inversion by Artificial Fish Swarm Algorithm Based on Quantum Theory.

[BibT_eX]

[DOI]

Ingénierie des Systèmes d Inf., 2019

Quantifying the Performance of Federated Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2019

2017

Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation.

[BibT_eX]

[DOI]

Han Tian

Hankz Hankui Zhuo

CoRR, 2017

Han Tian

Timeline

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On csauthors.net:

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