Han Tian

According to our database, Han Tian authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Yingya Guo, Bin Lin, Qi Tang, Yulong Ma, Huan Luo, Han Tian, Kai Chen

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

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

Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen

IEEE Trans. Parallel Distributed Syst., August, 2024

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

Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen

IEEE/ACM Trans. Netw., June, 2024

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

Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen

CoRR, 2024

PackVFL: Efficient HE Packing for Vertical Federated Learning.

Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang

CoRR, 2024

Towards Fair and Efficient Learning-based Congestion Control.

Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen

CoRR, 2024

Accelerating Neural Recommendation Training with Embedding Scheduling.

Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen

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

Towards Domain-Specific Network Transport for Distributed DNN Training.

Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen

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

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

Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Accelerating Privacy-Preserving Machine Learning With GeniBatch.

Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Understanding Communication Characteristics of Distributed Training.

Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen

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.

Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen

CoRR, 2023

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

Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen

CoRR, 2023

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

Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen

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.

Shuangyu Lu, Weilong Ding, Han Tian, Kunfeng Yang, Zhuofeng Zhao

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.

Han Tian, Tao Deng, Hongmei Yan

IEEE CAA J. Autom. Sinica, 2022

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

Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang

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

Multi-objective congestion control.

Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin

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.

Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen

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

Herald: An Embedding Scheduler for Distributed Embedding Model Training.

Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen

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

2021

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

Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen

CoRR, 2021

2020

Domain-specific Communication Optimization for Distributed DNN Training.

Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang

CoRR, 2020

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

Jintao Zhang, Gang Li, Yongshun Luo, Shuqiang Yang, Han Tian, Ling Lin

IEEE Access, 2020

2019

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

Dasheng Zhang, Jing Tan, Han Tian, Zhongzheng Wang, Wenjun Guo

Ingénierie des Systèmes d Inf., 2019

Quantifying the Performance of Federated Transfer Learning.

Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen

CoRR, 2019

2017

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

Han Tian, Hankz Hankui Zhuo

CoRR, 2017