Shiji Zhou

According to our database, Shiji Zhou authored at least 18 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification.

Xin Wang, Heng Chang, Beini Xie, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu

IEEE Trans. Knowl. Data Eng., May, 2024

Robust Multi-Task Learning with Excess Risks.

Yifei He, Shiji Zhou, Guojun Zhang, Hyokun Yun, Yi Xu, Belinda Zeng, Trishul Chilimbi, Han Zhao

CoRR, 2024

2023

Caching in Dynamic Environments: A Near-Optimal Online Learning Approach.

Shiji Zhou, Zhi Wang, Chenghao Hu, Yinan Mao, Haopeng Yan, Shanghang Zhang, Chuan Wu, Wenwu Zhu

IEEE Trans. Multim., 2023

Gradient-based Parameter Selection for Efficient Fine-Tuning.

Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang

CoRR, 2023

Color Image Edge Detection Method Based on the Improved Whale Optimization Algorithm.

Dujin Liu, Shiji Zhou, Rong Shen, Xuegang Luo

IEEE Access, 2023

Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.

Tianchi Cai, Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Xierui Song, Li Yu, Lihong Gu, Xiaodong Zeng, Jinjie Gu, Guannan Zhang

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems.

Tianchi Cai, Shenliao Bao, Jiyan Jiang, Shiji Zhou, Wenpeng Zhang, Lihong Gu, Jinjie Gu, Guannan Zhang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Dynamic Edge Caching via Online Meta-RL.

Yinan Mao, Shiji Zhou, Haochen Liu, Zhi Wang, Wenwu Zhu

Proceedings of the International Joint Conference on Neural Networks, 2023

Analyze and identify the composition of glass products based on statistical analysis methods.

Huilin Zhu, Jiaqing Wu, Shiji Zhou

Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023

Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling.

Yinan Mao, Bowei He, Shiji Zhou, Chen Ma, Zhi Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Multi-Objective Online Learning.

Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Lihong Gu, Xiaodong Zeng, Wenwu Zhu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection.

Qianjin Du, Shiji Zhou, Xiaohui Kuang, Gang Zhao, Jidong Zhai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level.

Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Active Gradual Domain Adaptation: Dataset and Approach.

Shiji Zhou, Lianzhe Wang, Shanghang Zhang, Zhi Wang, Wenwu Zhu

IEEE Trans. Multim., 2022

Algorithms and Theory for Supervised Gradual Domain Adaptation.

Jing Dong, Shiji Zhou, Baoxiang Wang, Han Zhao

Trans. Mach. Learn. Res., 2022

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond.

Shiji Zhou, Wenpeng Zhang, Jiyan Jiang, Wenliang Zhong, Jinjie Gu, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Continual Adaptation with Active Self-Training.

Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Not All Low-Pass Filters are Robust in Graph Convolutional Networks.

Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, Junzhou Huang, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021