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Jinlong Pang
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2020 – today
- 2024
- [j5]Jinlong Pang
, Ziyi Han, Ruiting Zhou
, Renli Zhang
, John C. S. Lui
, Hao Chen:
Eris: An Online Auction for Scheduling Unbiased Distributed Learning Over Edge Networks. IEEE Trans. Mob. Comput. 23(6): 7196-7209 (2024) - [c6]Jinlong Pang, Jialu Wang, Zhaowei Zhu, Yuanshun Yao, Chen Qian, Yang Liu:
Fairness without Harm: An Influence-Guided Active Sampling Approach. NeurIPS 2024 - [i5]Jinlong Pang, Jialu Wang, Zhaowei Zhu, Yuanshun Yao, Chen Qian, Yang Liu:
Fair Classifiers Without Fair Training: An Influence-Guided Data Sampling Approach. CoRR abs/2402.12789 (2024) - [i4]Minghao Liu, Zonglin Di, Jiaheng Wei, Zhongruo Wang, Hengxiang Zhang, Ruixuan Xiao, Haoyu Wang, Jinlong Pang, Hao Chen, Ankit Shah, Hongxin Wei, Xinlei He, Zhaowei Zhao, Haobo Wang, Lei Feng, Jindong Wang, James Davis, Yang Liu:
Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. CoRR abs/2408.11338 (2024) - [i3]Yifan Hua, Jinlong Pang, Xiaoxue Zhang, Yi Liu, Xiaofeng Shi, Bao Wang, Yang Liu, Chen Qian:
Towards Practical Overlay Networks for Decentralized Federated Learning. CoRR abs/2409.05331 (2024) - [i2]Jinlong Pang, Jiaheng Wei, Ankit Parag Shah, Zhaowei Zhu, Yaxuan Wang, Chen Qian, Yang Liu, Yujia Bao, Wei Wei:
Improving Data Efficiency via Curating LLM-Driven Rating Systems. CoRR abs/2410.10877 (2024) - [i1]Yaxuan Wang, Jiaheng Wei, Chris Yuhao Liu, Jinlong Pang, Quan Liu, Ankit Parag Shah, Yujia Bao, Yang Liu, Wei Wei:
LLM Unlearning via Loss Adjustment with Only Forget Data. CoRR abs/2410.11143 (2024) - 2023
- [j4]Ruiting Zhou
, Jinlong Pang
, Qin Zhang, Chuan Wu
, Lei Jiao
, Yi Zhong
, Zongpeng Li:
Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs. IEEE Trans. Cloud Comput. 11(2): 1514-1529 (2023) - [j3]Jinlong Pang
, Jieling Yu
, Ruiting Zhou
, John C. S. Lui
:
An Incentive Auction for Heterogeneous Client Selection in Federated Learning. IEEE Trans. Mob. Comput. 22(10): 5733-5750 (2023) - [j2]Ruiting Zhou
, Ne Wang
, Yifeng Huang, Jinlong Pang
, Hao Chen:
DPS: Dynamic Pricing and Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks. IEEE Trans. Mob. Comput. 22(11): 6377-6393 (2023) - [c5]Ming Chen, Jianyi Liu, Jinlong Pang, Zhiqiang Jian, Pei Chen, Xinhu Zheng:
Multi-risk Aware Trajectory Planning for Car-like Robot in Highly Dynamic Environments. ITSC 2023: 4709-4716 - [c4]Yucong Zhong, Jianyi Liu, Zhiqiang Jian, Jinlong Pang, Shitao Chen, Xinhu Zheng:
DVT-Tree: Dynamic Visible Topology Tree for Efficient Mapless Navigation in Maze Environments. ITSC 2023: 4717-4724 - 2022
- [j1]Jinlong Pang, Ziyi Han, Ruiting Zhou, Haisheng Tan, Yue Cao
:
Online scheduling algorithms for unbiased distributed learning over wireless edge networks. J. Syst. Archit. 131: 102673 (2022) - [c3]Jinlong Pang, Songyi Zhang, Jiawei Fu, Jianyi Liu, Nanning Zheng:
Curvature Continuous Path Planning with Reverse Searching for Efficient and Precise Autonomous Parking. ITSC 2022: 2798-2805 - 2021
- [c2]Ruiting Zhou, Jinlong Pang, Zhibo Wang, John C. S. Lui, Zongpeng Li:
A Truthful Procurement Auction for Incentivizing Heterogeneous Clients in Federated Learning. ICDCS 2021: 183-193 - [c1]Ziyi Han, Ruiting Zhou, Jinlong Pang, Yue Cao
, Haisheng Tan:
Online Scheduling Unbiased Distributed Learning over Wireless Edge Networks. ICPADS 2021: 599-606
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