Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation. - Lujun Zhao; Qi Zhang 001; Peng Wang 095; Xiaoyu Liu (IJCAI, 2018)

Dynamic Delay Based Cyclic Gradient Update Method for Distributed Training. - Wenhui Hu; Peng Wang 095; Qigang Wang; Zhengdong Zhou; Hui Xiang; Mei Li; Zhongchao Shi (PRCV (3), 2018)

Efficient Automatic Meta Optimization Search for Few-Shot Learning. - Xinyue Zheng; Peng Wang 095; Qigang Wang; Zhongchao Shi; Feiyu Xu (PRCV (3), 2019)

Selecting Useful Knowledge from Previous Tasks for Future Learning in a Single Network. - Feifei Shi; Peng Wang 095; Zhongchao Shi; Yong Rui (ICPR, 2020)

Challenge Closed-Book Science Exam: A Meta-Learning Based Question Answering System. - Xinyue Zheng; Peng Wang 095; Qigang Wang; Zhongchao Shi (PKAW, 2020)

Disentangled Neural Architecture Search. - Xinyue Zheng; Peng Wang 095; Qigang Wang; Zhongchao Shi (CoRR, 2020)

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. - Zhengying Liu; Adrien Pavao; Zhen Xu 007; Sergio Escalera; Fabio Ferreira; Isabelle Guyon; Sirui Hong; Frank Hutter; Rongrong Ji; Júlio C. S. Jacques Júnior; Ge Li; Marius Lindauer; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Disentangled Neural Architecture Search. - Xinyue Zheng; Peng Wang 095; Qigang Wang; Zhongchao Shi; Jianping Fan 007 (IJCNN, 2022)

Empirical Insights on Fine-Tuning Large Language Models for Question-Answering. - Junjie Ye; Yuming Yang; Qi Zhang 001; Tao Gui; Xuanjing Huang 001; Peng Wang 095; Zhongchao Shi; Jianping Fan 007 (CoRR, 2024)

TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use. - Junjie Ye; Yilong Wu; Sixian Li; Yuming Yang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Peng Wang 095; Zhongchao Shi; Jianping Fan 007; Zhengyin Du (CoRR, 2024)

Mitigating biases in long-tailed recognition via semantic-guided feature transfer. - Sheng Shi; Peng Wang 095; Xinfeng Zhang 001; Jianping Fan 007 (Neurocomputing, 2024)

DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes. - Yang Liu 250; Feng Hou; Yunjie Peng; Gangjian Zhang; Yao Zhang 010; Dong Xie; Peng Wang 095; Yang Zhang 002; Jiang Tian; Zhongchao Shi; Jianping Fan 007; Zhiqiang He 002 (AAAI, 2025)

A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. - Junjie Ye; Caishuang Huang; Zhuohan Chen; Wenjie Fu 013; Chenyuan Yang; Leyi Yang; Yilong Wu; Peng Wang 095; Meng Zhou; Xiaolong Yang; Tao Gui; Qi Zhang 001; et al. (CoRR, 2025)