James Yiming Zhang
James Yiming Zhang
Other namesyiming zhang
Verified email at - Homepage
Cited by
Cited by
Time-llm: Time series forecasting by reprogramming large language models
M Jin, S Wang, L Ma, Z Chu, JY Zhang, X Shi, PY Chen, Y Liang, YF Li, ...
ICLR 2024, 2024
A Lagrangean relaxation and subgradient framework for the routing and wavelength assignment problem in WDM networks
Y Zhang, O Yang, H Liu
IEEE Journal on Selected Areas in Communications 22 (9), 1752-1765, 2004
Self-supervised learning for time series analysis: Taxonomy, progress, and prospects
K Zhang, Q Wen, C Zhang, R Cai, M Jin, Y Liu, J Zhang, Y Liang, G Pang, ...
TPAMI Transactions on Pattern Analysis and Machine Intelligence, 2024
Large models for time series and spatio-temporal data: A survey and outlook
M Jin, Q Wen, Y Liang, C Zhang, S Xue, X Wang, J Zhang, Y Wang, ...
arXiv preprint arXiv:2310.10196, 2023
Enhancing recommender systems with large language model reasoning graphs
Y Wang, Z Chu, X Ouyang, S Wang, H Hao, Y Shen, J Gu, S Xue, ...
AAAI 2024, 2024
Leveraging large language models for pre-trained recommender systems
Z Chu, H Hao, X Ouyang, S Wang, Y Wang, Y Shen, J Gu, Q Cui, L Li, ...
arXiv preprint arXiv:2308.10837, 2023
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud
S Xue, C Qu, X Shi, C Liao, S Zhu, X Tan, L Ma, S Wang, S Wang, Y Hu, ...
SIGKDD, 2022
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
S Xue, X Shi, JY Zhang, H Mei
NeurIPS, 2022
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning
X Shi, S Xue, K Wang, F Zhou, JY Zhang, J Zhou, C Tan, H Mei
NeurIPS 2023, 2023
Optimization of semi-dynamic lightpath rearrangements in a wdm network
JY Zhang, OWW Yang, J Wu, M Savoie
IEEE Journal on Selected Areas in Communications 25 (9), 3-17, 2007
Easytpp: Towards open benchmarking the temporal point processes
S Xue, X Shi, Z Chu, Y Wang, F Zhou, H Hao, C Jiang, C Pan, Y Xu, ...
ICLR 2024, 2024
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes
C Qu, X Tan, S Xue, X Shi, J Zhang, H Mei
AAAI, 2023
Prompt-augmented temporal point process for streaming event sequence
S Xue, Y Wang, Z Chu, X Shi, C Jiang, H Hao, G Jiang, X Feng, JY Zhang, ...
NEURIPS 2023, 2023
A graph regularized point process model for event propagation sequence
S Xue, X Shi, H Hao, L Ma, J Zhang, S Wang, S Wang
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
Timemixer: Decomposable multiscale mixing for time series forecasting
S Wang, H Wu, X Shi, T Hu, H Luo, L Ma, JY Zhang, J Zhou
ICLR 2024, 2024
An integrated TDM architecture for AAPN networks
AGP Rahbar, Y Zhang, O Yang, S Choudhury
Photonic Applications in Devices and Communication Systems 5970, 727-734, 2005
An effective approach to the connection routing problem of all-optical wavelength routing DWDM networks with wavelength conversion capability
Y Zhang, OWW Yang
IEEE International Conference on Communications, 2003. ICC'03. 2, 1370-1374, 2003
Lightpath scheduling and routing for traffic adaptation in WDM networks
JY Zhang, H Mouftah, J Wu, M Savoie
Journal of Optical Communications and Networking 2 (10), 803-819, 2010
Weaverbird: Empowering financial decision-making with large language model, knowledge base, and search engine
S Xue, F Zhou, Y Xu, H Zhao, S Xie, C Jiang, J Zhang, J Zhou, P Xu, D Xiu, ...
arXiv preprint arXiv:2308.05361, 2023
Lightpath scheduling and routing for green data centres
J Wu, JY Zhang, M Savoie
Telecommunication Systems 52, 1327-1340, 2013
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