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Siqiao Xue
Siqiao Xue
Ant Group, Alibaba
Verified email at polytechnique.edu
Title
Cited by
Cited by
Year
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
932023
Temporal convolutional attention-based network for sequence modeling
H Hao, Y Wang, S Xue, Y Xia, J Zhao, F Shen
arXiv preprint arXiv:2002.12530, 2020
542020
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
Y Wang, Z Chu, X Ouyang, S Wang, H Hao, Y Shen, J Gu, S Xue, J Zhang, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 19189 …, 2024
53*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
442023
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, ...
KDD 2022, 2022
402022
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
352023
EasyTPP: Towards open benchmarking temporal point processes
S Xue, X Shi, Z Chu, Y Wang, F Zhou, H Hao, C Jiang, C Pan, Y Xu, ...
ICLR 2024, 2023
322023
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
S Xue, X Shi, JY Zhang, H Mei
NeurIPS 2022, 2022
302022
DB-GPT: Empowering Database Interactions with Private Large Language Models
S Xue, C Jiang, W Shi, F Cheng, K Chen, H Yang, Z Zhang, J He, ...
arXiv preprint arXiv:2312.17449, 2023
232023
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
162023
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, 2022
142022
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
HM Siqiao Xue, Fan Zhou, Yi Xu, Ming Jin, Qingsong Wen, Qingyang Dai,...
arXiv preprint arXiv:2308.05361, 2023
122023
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
112021
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt
G Jiang, C Jiang, S Xue, JY Zhang, J Zhou, D Lian, Y Wei
Findings of EMNLP 2023, 2023
72023
Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models
Z Chu, L Zhang, Y Sun, S Xue, Z Wang, Z Qin, K Ren
arXiv preprint arXiv:2405.04180, 2024
52024
Continual Learning in Predictive Autoscaling
H Hao, Z Chu, S Zhu, G Jiang, Y Wang, C Jiang, J Zhang, W Jiang, S Xue, ...
CIKM 2023, 2023
52023
Interpretable catastrophic forgetting of large language model fine-tuning via instruction vector
G Jiang, C Jiang, Z Li, S Xue, J Zhou, L Song, D Lian, Y Wei
arXiv preprint arXiv:2406.12227, 2024
42024
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
S Xue, D Qi, C Jiang, W Shi, F Cheng, K Chen, H Yang, Z Zhang, J He, ...
VLDB 2024, 2024
42024
Learning Large-scale Universal User Representation with Sparse Mixture of Experts
C Jiang, S Xue, J Zhang, L Liu, Z Zhu, H Hao
ICML 2022 Workshop on Pre-training, 2022
42022
Enhancing Event Sequence Modeling with Contrastive Relational Inference
Y Wang, Z Chu, T Zhou, C Jiang, H Hao, M Zhu, X Cai, Q Cui, L Li, ...
ICASSP 2024, 2023
32023
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Articles 1–20