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2020 – today
- 2025
[j2]Lan-Zhe Guo, Lin-Han Jia, Jie-Jing Shao, Yufeng Li:
Robust semi-supervised learning in open environments. Frontiers Comput. Sci. 19(8): 198345 (2025)- [c4]Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li:
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models. IJCAI 2025: 10770-10778 - [i9]Lin-Han Jia, Si-Yu Han, Lan-Zhe Guo, Zhi Zhou, Zhao-Long Li, Yufeng Li, Zhi-Hua Zhou:
A Smooth Transition Between Induction and Deduction: Fast Abductive Learning Based on Probabilistic Symbol Perception. CoRR abs/2502.12919 (2025) - [i8]Lin-Han Jia, Wen-Chao Hu, Jie-Jing Shao, Lan-Zhe Guo, Yu-Feng Li:
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible. CoRR abs/2503.12917 (2025) - [i7]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Si-Ye Han, Zi-Wen Li, Yufeng Li:
Micro Text Classification Based on Balanced Positive-Unlabeled Learning. CoRR abs/2503.13562 (2025) - [i6]Wen-Chao Hu, Qi-Jie Li, Lin-Han Jia, Cunjing Ge, Yufeng Li, Yuan Jiang, Zhi-Hua Zhou:
Curriculum Abductive Learning. CoRR abs/2505.12275 (2025) - [i5]Lin-Han Jia, Si-Yu Han, Wen-Chao Hu, Jie-Jing Shao, Wen-Da Wei, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
When Is Prior Knowledge Helpful? Exploring the Evaluation and Selection of Unsupervised Pretext Tasks from a Neuro-Symbolic Perspective. CoRR abs/2508.07299 (2025) - [i4]Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li:
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models. CoRR abs/2508.13678 (2025) - 2024
- [j1]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou
, Yufeng Li:
LAMDA-SSL: a comprehensive semi-supervised learning toolkit. Sci. China Inf. Sci. 67(1) (2024) - [c3]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments. ICLR 2024 - [i3]Shi-Yu Tian, Zhi Zhou, Lin-Han Jia, Lan-Zhe Guo, Yufeng Li:
Robustness Assessment of Mathematical Reasoning in the Presence of Missing and Contradictory Conditions. CoRR abs/2406.05055 (2024) - [i2]Lan-Zhe Guo, Lin-Han Jia, Jie-Jing Shao, Yu-Feng Li:
Robust Semi-Supervised Learning in Open Environments. CoRR abs/2412.18256 (2024) - 2023
- [c2]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Yuke Xiang, Yufeng Li:
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions. ICML 2023: 14886-14901 - [c1]Zhi Zhou, Lan-Zhe Guo, Lin-Han Jia, Dingchu Zhang, Yufeng Li:
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift. ICML 2023: 42574-42588 - 2022
- [i1]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
LAMDA-SSL: Semi-Supervised Learning in Python. CoRR abs/2208.04610 (2022)
Coauthor Index
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