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Journal Articles
- 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)- 2024
- [j1]Jie-Jing Shao, Xiaowen Yang, Lan-Zhe Guo
:
Open-set learning under covariate shift. Mach. Learn. 113(4): 1643-1659 (2024)
Conference and Workshop Papers
- 2024
- [c10]Xiaowen Yang, Jie-Jing Shao, Wei-Wei Tu, Yufeng Li, Wang-Zhou Dai, Zhi-Hua Zhou:
Safe Abductive Learning in the Presence of Inaccurate Rules. AAAI 2024: 16361-16369 - [c9]Jiang-Xin Shi, Tong Wei, Zhi Zhou, Jie-Jing Shao, Xin-Yan Han, Yufeng Li:
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts. ICML 2024 - [c8]Xiaowen Yang, Wenda Wei, Jie-Jing Shao, Yufeng Li, Zhi-Hua Zhou:
Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts. ICML 2024 - [c7]Jie-Jing Shao, Hao-Sen Shi, Lan-Zhe Guo, Yu-Feng Li:
Offline Imitation Learning with Model-based Reverse Augmentation. KDD 2024: 2608-2617 - 2023
- [c6]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 - 2022
- [c5]Jie-Jing Shao, Yunlu Xu, Zhanzhan Cheng, Yufeng Li:
Active Model Adaptation Under Unknown Shift. KDD 2022: 1558-1566 - [c4]Lan-Zhe Guo, Yi-Ge Zhang, Zhi-Fan Wu, Jie-Jing Shao, Yufeng Li:
Robust Semi-Supervised Learning when Not All Classes have Labels. NeurIPS 2022 - [c3]Jie-Jing Shao, Lan-Zhe Guo, Xiaowen Yang, Yufeng Li:
LOG: Active Model Adaptation for Label-Efficient OOD Generalization. NeurIPS 2022 - 2021
- [c2]Jie-Jing Shao, Zhanzhan Cheng, Yufeng Li, Shiliang Pu:
Towards Robust Model Reuse in the Presence of Latent Domains. IJCAI 2021: 2957-2963 - [c1]Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Qi Zhang, Feng Kuang, Gao-Le Li, Zhang-Xun Liu, Guobin Wu, Nan Ma, Qun (Tracy) Li, Yufeng Li:
Learning from Imbalanced and Incomplete Supervision with Its Application to Ride-Sharing Liability Judgment. KDD 2021: 487-495
Informal and Other Publications
- 2024
- [i6]Jie-Jing Shao, Hao-Sen Shi, Lan-Zhe Guo, Yu-Feng Li:
Offline Imitation Learning with Model-based Reverse Augmentation. CoRR abs/2406.12550 (2024) - [i5]Jie-Jing Shao, Hao-Ran Hao, Xiao-Wen Yang, Yu-Feng Li:
Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation. CoRR abs/2411.18201 (2024) - [i4]Jie-Jing Shao, Xiao-Wen Yang, Bo-Wen Zhang, Baizhi Chen, Wen-Da Wei, Guohao Cai, Zhenhua Dong, Lan-Zhe Guo, Yu-feng Li:
ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning. CoRR abs/2412.13682 (2024) - [i3]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
- [i2]Jiang-Xin Shi, Tong Wei, Zhi Zhou, Xin-Yan Han, Jie-Jing Shao, Yufeng Li:
Parameter-Efficient Long-Tailed Recognition. CoRR abs/2309.10019 (2023) - [i1]Jie-Jing Shao, Jiang-Xin Shi, Xiaowen Yang, Lan-Zhe Guo, Yufeng Li:
Investigating the Limitation of CLIP Models: The Worst-Performing Categories. CoRR abs/2310.03324 (2023)
Coauthor Index
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