Han Tian

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Congestion Control

Spatially Distributed

Efficient Learning

Top Venues

Publications

Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen
High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. 35 (8) (2024)
Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys (2024)
Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen
Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. 32 (3) (2024)
Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Towards Fair and Efficient Learning-based Congestion Control. CoRR (2024)
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI (2024)
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
Understanding Communication Characteristics of Distributed Training. APNet (2024)
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR (2024)
Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework. CoRR (2023)
Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen
MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference. MSN (2023)
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR (2023)
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
Multi-objective congestion control. EuroSys (2022)
Han Tian, Tao Deng, Hongmei Yan
Driving as well as on a Sunny Day? Predicting Driver's Fixation in Rainy Weather Conditions via a Dual-Branch Visual Model. IEEE CAA J. Autom. Sinica 9 (7) (2022)
Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet (2022)
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. IEEE Symposium on Security and Privacy (2022)
Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT (2022)
Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
Multi-Objective Congestion Control. CoRR (2021)
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. CoRR (2021)
Jintao Zhang, Gang Li, Yongshun Luo, Shuqiang Yang, Han Tian, Ling Lin
Systematic Proportional Method for Improving the Measurement Accuracy of Passive Sensor Measurement System. IEEE Access 8 (2020)
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
Domain-specific Communication Optimization for Distributed DNN Training. CoRR (2020)
Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen
Quantifying the Performance of Federated Transfer Learning. CoRR (2019)
Dasheng Zhang, Jing Tan, Han Tian, Zhongzheng Wang, Wenjun Guo
Aquifer Parameter Inversion by Artificial Fish Swarm Algorithm Based on Quantum Theory. Ingénierie des Systèmes d Inf. 24 (1) (2019)
Han Tian, Hankz Hankui Zhuo
Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation. CoRR (2017)