Publications
[Preprint papers] | [Conference papers] | [Journal papers] |
Preprint papers
- A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction2023
- Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian ProcessesCoRR 2020
- Recurrent Multi-Graph Neural Networks for Travel Cost PredictionCoRR 2018
Conference papers
2025
- PVLDB’25TAB: Unified Benchmarking of Time Series Anomaly Detection MethodsIn PVLDB 2025
- KDD’25SSD-TS: Exploring the potential of linear state space models for diffusion models in time series imputationIn KDD 2025
- KDD’25FM4TS-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series ForecastingIn KDD 2025
- ICML’25K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series ForecastingIn ICML 2025
- ICLR’25CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency PatchingIn ICLR 2025
- IJCAI’25TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from TrajectoriesIn IJCAI 2025
- IJCAI’25ADFormer: Aggregation Differential Transformer for Passenger Demand ForecastingIn IJCAI 2025
- ICDE’25CDMap: Complementarity and Disparity-aware Map Inference Quality EnhancementIn ICDE 2025
- KDD’25DUET: Dual Clustering Enhanced Multivariate Time Series ForecastingIn KDD 2025
- KDD’25MM-Path: Multi-modal, Multi-granularity Path Representation LearningIn KDD 2025
- WWW’25Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language ModelsIn WWW 2025
2024
- PKDD’24A Crystal Knowledge-Enhanced Pre-training Framework for Crystal Property EstimationIn ECML PKDD 2024, Vilnius, Lithuania 2024
- CIKM’24Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language ModelsIn Proceedings of the 33rd ACM International Conference on Information and Knowledge Management 2024
- ICDELearning Time-Aware Graph Structures for Spatially Correlated Time Series ForecastingIn ICDE 2024
- ICDERouting with Massive Trajectory DataIn ICDE 2024
2023
2022
- ICDE
- CVPR
2021
2020
2019
2018
- ICDE
2017
- MDMAssessing the Accuracy Benefits of On-the-Fly Trajectory Selection in Fine-Grained Travel-Time EstimationIn ICDE 2017
2016
- PVLDB
Journal papers
2025
- TKDEUVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain GenerationIEEE Trans. Knowl. Data Eng. 2025
- TKDESTCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence GenerationIEEE Trans. Knowl. Data Eng. 2025
2024
- Vis. Comput.Multi-granularity attention in attention for person re-identification in aerial imagesVis. Comput. 2024
- VLDB J.AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecastingVLDB J. 2024
- TKDEPre-Training General Trajectory Embeddings With Maximum Multi-View Entropy CodingIEEE Trans. Knowl. Data Eng. 2024
- TNNLS
- VLDBJAutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecastingVLDB J. 2024
2023
- TKDE
2022
- KBSSemantic driven attention network with attribute learning for unsupervised person re-identificationKnowledge-Based Systems 2022
- ISsResidual memory inference network for regression tracking with weighted gradient harmonized lossInformation Sciences 2022
- KBSSemantic driven attention network with attribute learning for unsupervised person re-identificationKnowledge-Based Systems 2022
2021
- TKDE
- NCAPerformance evaluation of low resolution visual tracking for unmanned aerial vehiclesNeural Comput. Appl. 2021
2020
- VLDBJ
2019
2018
- VLDBJ