Xiaoming Shi

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 46

Top Topics

Point Processes

Automatic Evaluation

Wavelet Packet Decomposition

Top Venues

Publications

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
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR (2024)
Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. CoRR (2024)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Shaoting Zhang
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges. CoRR (2024)
Shiyu Wang, Haixu Wu, Xiaoming Shi, Tengge Hu, Huakun Luo, Lintao Ma, James Y. Zhang, Jun Zhou
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting. ICLR (2024)
Xiaoming Shi, Xiaodan Shao, Rui Zhang
Capacity Maximization for Base Station with Hybrid Fixed and Movable Antennas. CoRR (2024)
Na Deng, Xiaoming Shi, Min Sheng, Junyu Liu, Haichao Wei, Nan Zhao, Dusit Niyato
Enhancing Millimeter Wave Cellular Networks via UAV-Borne Aerial IRS Swarms. IEEE Trans. Commun. 72 (1) (2024)
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
EasyTPP: Towards Open Benchmarking Temporal Point Processes. ICLR (2024)
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
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. ICLR (2024)
Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges. ACL (Findings) (2024)
Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang
Cost-effective Instruction Learning for Pathology Vision and Language Analysis. CoRR (2024)
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
MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine. CoRR (2023)
Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Linfao Ma, James Zhang, Yifei Zheng, Jian Liu
Full Scaling Automation for Sustainable Development of Green Data Centers. CoRR (2023)
Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning. NeurIPS (2023)
Xiaoming Shi, Jie Xu, Jinru Ding, Jiali Pang, Sichen Liu, Shuqing Luo, Xingwei Peng, Lu Lu, Haihong Yang, Mingtao Hu, Tong Ruan, Shaoting Zhang
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation. CoRR (2023)
Yongyu Yan, Kui Xue, Xiaoming Shi, Qi Ye, Jingping Liu, Tong Ruan
AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model. BIBM (2023)
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
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. CoRR (2023)
Shiyu Wang, Yinbo Sun, Xiaoming Shi, Shiyi Zhu, Lintao Ma, James Zhang, Yangfei Zheng, Liu Jian
Full Scaling Automation for Sustainable Development of Green Data Centers. IJCAI (2023)
Xiaoming Shi, Wanxiang Che
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis. Frontiers Comput. Sci. 17 (5) (2023)
Dajian Huang, Wen-an Zhang, Fanghong Guo, Weijiang Liu, Xiaoming Shi
Wavelet Packet Decomposition-Based Multiscale CNN for Fault Diagnosis of Wind Turbine Gearbox. IEEE Trans. Cybern. 53 (1) (2023)
Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes. AAAI (2023)
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
EasyTPP: Towards Open Benchmarking the Temporal Point Processes. CoRR (2023)
Binbin Li, Tianxin Meng, Xiaoming Shi, Jie Zhai, Tong Ruan
MedDM: LLM-executable clinical guidance tree for clinical decision-making. CoRR (2023)
Siqiao Xue, Yan Wang, Zhixuan Chu, Xiaoming Shi, Caigao Jiang, Hongyan Hao, Gangwei Jiang, Xiaoyun Feng, James Y. Zhang, Jun Zhou
Prompt-augmented Temporal Point Process for Streaming Event Sequence. CoRR (2023)
Xiaoyu Tan, Yongxin Deng, Chao Qu, Siqiao Xue, Xiaoming Shi, James Zhang, Xihe Qiu
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction. SIGIR-AP (2023)
Xiaoming Shi, Na Deng, Nan Zhao, Dusit Niyato
Coverage Enhancement in Millimeter-Wave Cellular Networks via Distributed IRSs. IEEE Trans. Commun. 71 (2) (2023)
Haitao Leng, Xiaoming Shi, Wei Zhou, Kuncai Zhang, Qiankun Shi, Pengcheng Zhu
Online Action Detection with Learning Future Representations by Contrastive Learning. ICME (2023)
Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang
MidMed: Towards Mixed-Type Dialogues for Medical Consultation. CoRR (2023)
Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Y. Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning. CoRR (2023)
Siqiao Xue, Yan Wang, Zhixuan Chu, Xiaoming Shi, Caigao Jiang, Hongyan Hao, Gangwei Jiang, Xiaoyun Feng, James Zhang, Jun Zhou
Prompt-augmented Temporal Point Process for Streaming Event Sequence. NeurIPS (2023)
Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang
MidMed: Towards Mixed-Type Dialogues for Medical Consultation. ACL (1) (2023)
Mingchao Li, Xiaoming Shi, Haitao Leng, Wei Zhou, Hai-Tao Zheng, Kuncai Zhang
Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval. AAAI (2023)
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
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. CoRR (2022)
Kun Li, Liwei Jia, Xiaoming Shi
Research on Cloud Computing Task Scheduling Based on PSOMC. J. Web Eng. 21 (6) (2022)
Xiaoming Shi, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang, Yefeng Zheng, Wanxiang Che
Understanding Patient Query With Weak Supervision From Doctor Response. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes. CoRR (2022)
Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, Shiyu Wang, Shijun Wang, James Zhang
A Graph Regularized Point Process Model For Event Propagation Sequence. CoRR (2022)
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
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud. KDD (2022)
Siqiao Xue, Xiaoming Shi, James Y. Zhang, Hongyuan Mei
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences. CoRR (2022)
Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences. NeurIPS (2022)
Xiaoming Shi, Na Deng
Modeling and Analysis of mmWave UAV Swarm Networks: A Stochastic Geometry Approach. IEEE Trans. Wirel. Commun. 21 (11) (2022)
Xiaoming Shi, Na Deng
Coverage Probability of UAV-Enabled Millimeter Wave Communications in Finite Areas. WCNC (2021)
Kun Li, Liwei Jia, Xiaoming Shi
IPSOMC: An Improved Particle Swarm Optimization and Membrane Computing based Algorithm for Cloud Computing. Int. J. Perform. Eng. 17 (1) (2021)
Xiaoming Shi, Heng Qi, Yanming Shen, Genze Wu, Baocai Yin
A Spatial-Temporal Attention Approach for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, James Zhang, Shiyu Wang, Shijun Wang
A Graph Regularized Point Process Model For Event Propagation Sequence. IJCNN (2021)
Xiaoming Shi, Haifeng Hu, Wanxiang Che, Zhongqian Sun, Ting Liu, Junzhou Huang
Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses. AAAI (2020)
Kun Li, Liwei Jia, Xiaoming Shi
Research on Scene Semantic Segmentation Based on Deep Learning. CIPAE (2020)
Guoliang Jin, Linhai Song, Xiaoming Shi, Joel Scherpelz, Shan Lu
Understanding and detecting real-world performance bugs. PLDI (2012)
Qingjie Zhao, Xiaoming Shi, Yuxia Wang
Head-Pose Recognition for a Game System Based on Nose's Relative Position. HCI (4) (2011)
Xiaoqin Wang, Xiaoming Shi, Feilong Ling
Images difference of ASAR data for rice crop mapping in Fuzhou, China. Geo spatial Inf. Sci. 13 (2) (2010)