Xiaoming Shi

According to our database, Xiaoming Shi authored at least 45 papers between 2010 and 2024.

Collaborative distances:

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

2024

Capacity Maximization for Base Station With Hybrid Fixed and Movable Antennas.

Xiaoming Shi, Xiaodan Shao, Rui Zhang

IEEE Wirel. Commun. Lett., October, 2024

Estimation, Spatiotemporal Dynamics, and Driving Factors of Grassland Biomass Carbon Storage Based on Machine Learning Methods: A Case Study of the Hulunbuir Grassland.

Qiuying Zhi, Xiaosheng Hu, Ping Wang, Ming Li, Yi Ding, Yuxuan Wu, Tiantian Peng, Wenjie Li, Xiao Guan, Xiaoming Shi, Junsheng Li

Remote. Sens., October, 2024

Enhancing Millimeter Wave Cellular Networks via UAV-Borne Aerial IRS Swarms.

Na Deng, Xiaoming Shi, Min Sheng, Junyu Liu, Haichao Wei, Nan Zhao, Dusit Niyato

IEEE Trans. Commun., January, 2024

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring.

Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che

CoRR, 2024

TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis.

Shiyu Wang, Jiawei Li, Xiaoming Shi, Zhou Ye, Baichuan Mo, Wenze Lin, Shengtong Ju, Zhixuan Chu, Ming Jin

CoRR, 2024

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts.

Xiaoming Shi, Shiyu Wang, Yuqi Nie, Dianqi Li, Zhou Ye, Qingsong Wen, Ming Jin

CoRR, 2024

Cost-effective Instruction Learning for Pathology Vision and Language Analysis.

Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang

CoRR, 2024

MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models.

Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang

CoRR, 2024

Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges.

Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Shaoting Zhang

CoRR, 2024

EasyTPP: Towards Open Benchmarking Temporal Point Processes.

Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Hongyan Hao, Fan Zhou, Caigao Jiang, Chen Pan, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting.

Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges.

Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis.

Xiaoming Shi, Wanxiang Che

Frontiers Comput. Sci., October, 2023

Coverage Enhancement in Millimeter-Wave Cellular Networks via Distributed IRSs.

Xiaoming Shi, Na Deng, Nan Zhao, Dusit Niyato

IEEE Trans. Commun., February, 2023

Wavelet Packet Decomposition-Based Multiscale CNN for Fault Diagnosis of Wind Turbine Gearbox.

Dajian Huang, Wen-an Zhang, Fanghong Guo, Weijiang Liu, Xiaoming Shi

IEEE Trans. Cybern., 2023

MedDM: LLM-executable clinical guidance tree for clinical decision-making.

Binbin Li, Tianxin Meng, Xiaoming Shi, Jie Zhai, Tong Ruan

CoRR, 2023

Prompt-augmented Temporal Point Process for Streaming Event Sequence.

Siqiao Xue, Yan Wang, Zhixuan Chu, Xiaoming Shi, Caigao Jiang, Hongyan Hao, Gangwei Jiang, Xiaoyun Feng, James Y. Zhang, Jun Zhou

CoRR, 2023

LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation.

Xiaoming Shi, Jie Xu, Jinru Ding, Jiali Pang, Sichen Liu, Shuqing Luo, Xingwei Peng, Lu Lu, Haihong Yang, Mingtao Hu, Tong Ruan, Shaoting Zhang

CoRR, 2023

EasyTPP: Towards Open Benchmarking the Temporal Point Processes.

Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Fan Zhou, Hongyan Hao, Caigao Jiang, Chen Pan, Yi Xu, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei

CoRR, 2023

MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine.

Jie Xu, Lu Lu, Sen Yang, Bilin Liang, Xinwei Peng, Jiali Pang, Jinru Ding, Xiaoming Shi, Lingrui Yang, Huan Song, Kang Li, Xin Sun, Shaoting Zhang

CoRR, 2023

Full Scaling Automation for Sustainable Development of Green Data Centers.

Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Linfao Ma, James Zhang, Yifei Zheng, Jian Liu

CoRR, 2023

Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction.

Xiaoyu Tan, Yongxin Deng, Chao Qu, Siqiao Xue, Xiaoming Shi, James Y. Zhang, Xihe Qiu

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Prompt-augmented Temporal Point Process for Streaming Event Sequence.

Siqiao Xue, Yan Wang, Zhixuan Chu, Xiaoming Shi, Caigao Jiang, Hongyan Hao, Gangwei Jiang, Xiaoyun Feng, James Zhang, Jun Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning.

Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Y. Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Full Scaling Automation for Sustainable Development of Green Data Centers.

Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Lintao Ma, James Zhang, Yangfei Zheng, Liu Jian

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Online Action Detection with Learning Future Representations by Contrastive Learning.

Haitao Leng, Xiaoming Shi, Wei Zhou, Kuncai Zhang, Qiankun Shi, Pengcheng Zhu

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

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model.

Yongyu Yan, Kui Xue, Xiaoming Shi, Qi Ye, Jingping Liu, Tong Ruan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

MidMed: Towards Mixed-Type Dialogues for Medical Consultation.

Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes.

Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval.

Mingchao Li, Xiaoming Shi, Haitao Leng, Wei Zhou, Hai-Tao Zheng, Kuncai Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Modeling and Analysis of mmWave UAV Swarm Networks: A Stochastic Geometry Approach.

Xiaoming Shi, Na Deng

IEEE Trans. Wirel. Commun., 2022

Understanding Patient Query With Weak Supervision From Doctor Response.

Xiaoming Shi, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang, Yefeng Zheng, Wanxiang Che

IEEE J. Biomed. Health Informatics, 2022

Research on Cloud Computing Task Scheduling Based on PSOMC.

Kun Li, Liwei Jia, Xiaoming Shi

J. Web Eng., 2022

HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences.

Siqiao Xue, Xiaoming Shi, James Y. Zhang, Hongyuan Mei

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

A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.

Siqiao Xue, Chao Qu, Xiaoming Shi, Cong Liao, Shiyi Zhu, Xiaoyu Tan, Lintao Ma, Shiyu Wang, Shijun Wang, Yun Hu, Lei Lei, Yangfei Zheng, Jianguo Li, James Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

A Spatial-Temporal Attention Approach for Traffic Prediction.

Xiaoming Shi, Heng Qi, Yanming Shen, Genze Wu, Baocai Yin

IEEE Trans. Intell. Transp. Syst., 2021

IPSOMC: An Improved Particle Swarm Optimization and Membrane Computing based Algorithm for Cloud Computing.

Kun Li, Liwei Jia, Xiaoming Shi

Int. J. Perform. Eng., 2021

Coverage Probability of UAV-Enabled Millimeter Wave Communications in Finite Areas.

Xiaoming Shi, Na Deng

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

A Graph Regularized Point Process Model For Event Propagation Sequence.

Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, James Zhang, Shiyu Wang, Shijun Wang

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Research on Scene Semantic Segmentation Based on Deep Learning.

Kun Li, Liwei Jia, Xiaoming Shi

Proceedings of the CIPAE 2020: 2020 International Conference on Computers, 2020

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses.

Xiaoming Shi, Haifeng Hu, Wanxiang Che, Zhongqian Sun, Ting Liu, Junzhou Huang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2012

Understanding and detecting real-world performance bugs.

Guoliang Jin, Linhai Song, Xiaoming Shi, Joel Scherpelz, Shan Lu

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2012

2011

Head-Pose Recognition for a Game System Based on Nose's Relative Position.

Qingjie Zhao, Xiaoming Shi, Yuxia Wang

Proceedings of the Human-Computer Interaction. Users and Applications, 2011

2010

Images difference of ASAR data for rice crop mapping in Fuzhou, China.

Xiaoqin Wang, Xiaoming Shi, Feilong Ling

Geo spatial Inf. Sci., 2010