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Chen Ling
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Year
Deep Graph Representation Learning and Optimization for Influence Maximization
C Ling, J Jiang, J Wang, M Thai, L Xue, J Song, M Qiu, L Zhao
ICML 2023, 2023
542023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ...
https://arxiv.org/abs/2305.18703, 2023
35*2023
Domain specialization as the key to make large language models disruptive: A comprehensive survey
C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ...
arXiv preprint arXiv:2305.18703 2305, 2023
272023
TG-GAN: Continuous-time temporal graph deep generative models with time-validity constraints
L Zhang, L Zhao, S Qin, D Pfoser, C Ling
TheWebConf (WWW) 2021, 2021
26*2021
Source localization of graph diffusion via variational autoencoders for graph inverse problems
C Ling, J Jiang, J Wang, Z Liang
KDD 2022, 2022
252022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
G Bai, C Ling, L Zhao
ICLR 2023, 2023
212023
Deep generation of heterogeneous networks
C Ling, C Yang, L Zhao
ICDM 2021, 2021
142021
Beyond efficiency: A systematic survey of resource-efficient large language models
G Bai, Z Chai, C Ling, S Wang, J Lu, N Zhang, T Shi, Z Yu, M Zhu, ...
arXiv preprint arXiv:2401.00625, 2024
132024
A survey on knowledge graphs for healthcare: Resources, applications, and promises
H Cui, J Lu, S Wang, R Xu, W Ma, S Yu, Y Yu, X Kan, C Ling, J Ho, ...
arXiv preprint arXiv:2306.04802, 2023
10*2023
Nestpp: Modeling thread dynamics in online discussion forums
C Ling, G Tong, M Chen
HyperText 2020, 2020
92020
Knowledge-enhanced neural machine reasoning: A review
T Chowdhury, C Ling, X Zhang, X Zhao, G Bai, J Pei, H Chen, L Zhao
arXiv preprint arXiv:2302.02093, 2023
82023
Motif-guided heterogeneous graph deep generation
C Ling, C Yang, L Zhao
Knowledge and Information Systems 65 (7), 3099-3124, 2023
72023
STGEN: Deep Continuous-time Spatiotemporal Graph Generation
C Ling, H Cao, L Zhao
ECML-PKDD 2022, 2022
62022
DeepGAR: Deep Graph Learning for Analogical Reasoning
C Ling, T Chowdhury, J Jiang, J Wang, X Zhang, H Chen, L Zhao
ICDM 2022, 2022
52022
Knowledge-enhanced Prompt for Open-domain Commonsense Reasoning
C Ling, X Zhang, X Zhao, Y Wu, Y Liu, W Cheng, H Chen, L Zhao
UDM-AAAI 2022, 2022
52022
Improving open information extraction with large language models: A study on demonstration uncertainty
C Ling, X Zhao, X Zhang, Y Liu, W Cheng, H Wang, Z Chen, T Osaki, ...
ICLR R2FM 2024, 2023
42023
Open-ended Commonsense Reasoning with Unrestricted Answer Scope
C Ling, X Zhang, X Zhao, Y Liu, W Cheng, T Osaki, K Matsuda, H Chen, ...
EMNLP 2023, 2023
3*2023
Saliency-Augmented Memory Completion for Continual Learning
G Bai, C Ling, Y Gao, L Zhao
SDM 2023, 2023
32023
On Forecasting Dynamics in Online Discussion Forums
C Ling, D Cui, G Tong, J Zhu
ICME 2021, 2021
3*2021
Deep Graph Representation Learning Influence Maximization with Accelerated Inference
T Chowdhury, C Ling, J Jiang, J Wang, MT Thai, L Zhao
Available at SSRN 4663083, 2024
22024
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