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2210.02447
Cited By
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models
Neural Information Processing Systems (NeurIPS), 2022
5 October 2022
Fan Liu
Haowen Liu
Wenzhao Jiang
OOD
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Papers citing
"Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models"
22 / 22 papers shown
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Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution
AAAI Conference on Artificial Intelligence (AAAI), 2025
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Yuheng Ji
Yue Liu
Xingwei Zhang
Xiaolong Zheng
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GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning
Knowledge Discovery and Data Mining (KDD), 2024
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Jindong Han
Chang-Dong Wang
Hao Liu
OffRL
404
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08 Jan 2025
Meta-Transfer Learning Powered Temporal Graph Networks for Cross-City Real Estate Appraisal
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Jindong Han
Hao Liu
Wei Fan
Jian Shu
Hui Xiong
AI4TS
231
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11 Oct 2024
From Incomplete Coarse-Grained to Complete Fine-Grained: A Two-Stage Framework for Spatiotemporal Data Reconstruction
Ziyu Sun
Haoyang Su
E. Wang
Funing Yang
Yongjian Yang
Wenbin Liu
AI4TS
DiffM
188
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0
05 Oct 2024
HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting
Shuowei Cai
Hao Liu
AI4TS
192
2
0
27 Sep 2024
AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting
Knowledge Discovery and Data Mining (KDD), 2024
Tengfei Lyu
Weijia Zhang
Jinliang Deng
Hao Liu
AI4TS
272
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25 Sep 2024
Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction
Ziyang Wu
Fan Liu
Jindong Han
Yuxuan Liang
Hao Liu
284
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24 Sep 2024
SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series Forecasting
Zixuan Weng
Jindong Han
Wenzhao Jiang
Hao Liu
AI4TS
Mamba
248
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22 Aug 2024
Data Poisoning Attacks in Intelligent Transportation Systems: A Survey
Feilong Wang
Xin Wang
X. Ban
AAML
313
37
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06 Jul 2024
HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning
Knowledge Discovery and Data Mining (KDD), 2024
Zhuoning Guo
Duanyi Yao
Qiang Yang
Hao Liu
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305
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15 Jun 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction
Knowledge Discovery and Data Mining (KDD), 2024
Wenzhao Jiang
Jindong Han
Hao Liu
Tao Tao
Naiqiang Tan
Hui Xiong
MoE
337
22
0
14 Jun 2024
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs
Zhao Xu
Fan Liu
Hao Liu
AAML
356
38
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13 Jun 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models
Weijiao Zhang
Jindong Han
Zhao Xu
Hang Ni
Hao Liu
Hui Xiong
Hui Xiong
AI4CE
742
31
0
30 Jan 2024
LLMLight: Large Language Models as Traffic Signal Control Agents
Siqi Lai
Zhao Xu
Weijiao Zhang
Hao Liu
Hui Xiong
LLMAG
550
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26 Dec 2023
When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook
Wenzhao Jiang
Hao Liu
Hui Xiong
CML
AI4CE
590
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19 Dec 2023
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting
Romain Ilbert
Thai V. Hoang
Zonghua Zhang
Themis Palpanas
OOD
AAML
453
3
0
16 Nov 2023
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation
Knowledge Discovery and Data Mining (KDD), 2023
Siqi Lai
Weijia Zhang
Hao Liu
163
6
0
26 Jun 2023
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training
Knowledge Discovery and Data Mining (KDD), 2023
Fan Liu
Weijiao Zhang
Haowen Liu
AI4TS
OOD
220
16
0
25 Jun 2023
Spatial Heterophily Aware Graph Neural Networks
Knowledge Discovery and Data Mining (KDD), 2023
Congxi Xiao
Jingbo Zhou
Jizhou Huang
Tong Xu
Hui Xiong
346
21
0
21 Jun 2023
Consistent Valid Physically-Realizable Adversarial Attack against Crowd-flow Prediction Models
Hassan Ali
M. A. Butt
F. Filali
Ala I. Al-Fuqaha
Junaid Qadir
AAML
213
3
0
05 Mar 2023
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