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Publication search results
found 15 matches
- 2025
- Qi (Cheems) Wang
, Yiqin Lv
, Yixiu Mao
, Yun Qu
, Yi Xu
, Xiangyang Ji
:
Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation. KDD (1) 2025: 1481-1491 - Qi Cheems Wang, Zehao Xiao, Yixiu Mao, Yun Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji:
Beyond Any-Shot Adaptation: Predicting Optimization Outcome for Robustness Gains without Extra Pay. CoRR abs/2501.11039 (2025) - Yun Qu, Qi Wang, Yixiu Mao, Yiqin Lv, Xiangyang Ji:
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments. CoRR abs/2504.19139 (2025) - 2024
- Zheng Xie
, Yiqin Lv, Yiping Song, Qi Wang:
Data labeling through the centralities of co-reference networks improves the classification accuracy of scientific papers. J. Informetrics 18(2): 101498 (2024) - Yiqin Lv, Qi Wang, Dong Liang, Zheng Xie:
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning. NeurIPS 2024 - Cheems Wang, Yiqin Lv, Yixiu Mao, Yun Qu, Yi Xu, Xiangyang Ji:
Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation. CoRR abs/2407.19523 (2024) - Wumei Du, Qi Wang, Yiqin Lv, Dong Liang, Guanlin Wu, Xingxing Liang
, Zheng Xie:
Group Distributionally Robust Optimization can Suppress Class Imbalance Effect in Network Traffic Classification. CoRR abs/2409.19214 (2024) - Yiqin Lv, Qi Wang
, Dong Liang, Zheng Xie:
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning. CoRR abs/2410.22788 (2024) - 2023
- Yiqin Lv
, Zhiliang Tian
, Zheng Xie
, Yiping Song
:
Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations. CIKM 2023: 1736-1745 - Qi Wang, Yiqin Lv, Yang-He Feng, Zheng Xie, Jincai Huang:
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm. NeurIPS 2023 - Qi Wang
, Yanghe Feng, Jincai Huang, Yiqin Lv, Zheng Xie, Xiaoshan Gao:
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI. CoRR abs/2308.02561 (2023) - Qi Wang
, Yiqin Lv, Yanghe Feng, Zheng Xie, Jincai Huang:
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm. CoRR abs/2310.00708 (2023) - 2022
- Yiqin Lv, Zheng Xie
, Xiaojing Zuo, Yiping Song:
A multi-view method of scientific paper classification via heterogeneous graph embeddings. Scientometrics 127(8): 4847-4872 (2022) - 2021
- Wumei Du, Zheng Xie
, Yiqin Lv:
Predicting publication productivity for authors: Shallow or deep architecture? Scientometrics 126(7): 5855-5879 (2021) - Wumei Du, Zheng Xie, Yiqin Lv:
Predicting publication productivity for authors: Shallow or deep architecture? CoRR abs/2104.14114 (2021)
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