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2020 – today
- 2025
[i14]Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen:
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. CoRR abs/2501.03905 (2025)- [i13]Huiyou Zhan, Xuan Zhang, Haisheng Tan, Han Tian, Dongping Yong, Junyang Zhang, Xiang-Yang Li:
PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks. CoRR abs/2501.09367 (2025) - [i12]Junxue Zhang, Xiaodian Cheng, Gang Cao, Meng Dai, Yijun Sun, Han Tian, Dian Shen, Yong Wang, Kai Chen:
FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration. CoRR abs/2501.18371 (2025) - [i11]Junxue Zhang, Han Tian, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Dian Shen, Yong Wang, Kai Chen:
Swift: Rethinking RDMA Control Plane for Elastic Computing. CoRR abs/2501.19051 (2025) - 2024
- [j6]Yingya Guo
, Bin Lin, Qi Tang, Yulong Ma, Huan Luo, Han Tian, Kai Chen:
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework. IEEE Trans. Netw. Serv. Manag. 21(6): 6759-6769 (2024) - [j5]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): 1888-1903 (2024) - [j4]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): 1506-1523 (2024) - [c11]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: 1-8 - [c10]Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys 2024: 99-114 - [c9]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: 489-504 - [c8]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 - [c7]Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen:
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI 2024 - [i10]Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Towards Fair and Efficient Learning-based Congestion Control. CoRR abs/2403.01798 (2024) - [i9]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 abs/2405.00482 (2024) - [i8]Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen:
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. CoRR abs/2408.12526 (2024) - 2023
- [c6]Shuangyu Lu, Weilong Ding, Han Tian, Kunfeng Yang, Zhuofeng Zhao:
A Dynamic Change Mechanism for Business Process in Science and Technology Service Domain. ICSS 2023: 194-206 - [c5]Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen:
MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference. MSN 2023: 570-578 - [i7]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 abs/2304.01829 (2023) - [i6]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 abs/2307.15922 (2023) - 2022
- [j3]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): 1335-1338 (2022) - [c4]Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen:
Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet 2022: 50-56 - [c3]Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen:
Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT 2022: 261-275 - [c2]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-objective congestion control. EuroSys 2022: 218-235 - [c1]Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang:
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP 2022: 2487-2501 - 2021
- [i5]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 abs/2106.15802 (2021) - [i4]Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin:
Multi-Objective Congestion Control. CoRR abs/2107.01427 (2021) - 2020
- [j2]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: 3980-3986 (2020) - [i3]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 abs/2008.08445 (2020)
2010 – 2019
- 2019
- [j1]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): 29-33 (2019) - [i2]Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen:
Quantifying the Performance of Federated Transfer Learning. CoRR abs/1912.12795 (2019) - 2017
- [i1]Han Tian, Hankz Hankui Zhuo:
Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation. CoRR abs/1703.06587 (2017)
Coauthor Index
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