Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression. - Yun Cheng; Xiucheng Li; Zhijun Li 002; Shouxu Jiang; Xiaofan Jiang 001 (ICONIP (2), 2014)

AirCloud: a cloud-based air-quality monitoring system for everyone. - Yun Cheng; Xiucheng Li; Zhijun Li 002; Shouxu Jiang; Yilong Li; Ji Jia; Xiaofan Jiang 001 (SenSys, 2014)

QiLoc - a Qi-wireless based platform for robust user-initiated indoor location services: demo abstract. - Yilong Li; Yun Cheng; Xiucheng Li; Yu Wang 020; Guoliang Xing; Xiaofan Jiang 001 (BuildSys, 2014)

QiLoc: A Qi wireless charging based system for robust user-initiated indoor location services. - Yilong Li; Yu Wang 020; Yun Cheng; Xiucheng Li; Guoliang Xing (SECON, 2015)

Finding Dynamic Co-evolving Zones in Spatial-Temporal Time Series Data. - Yun Cheng; Xiucheng Li; Yan Li (ECML/PKDD (3), 2016)

Discovering Pollution Sources and Propagation Patterns in Urban Area. - Xiucheng Li; Yun Cheng; Gao Cong; Lisi Chen 001 (KDD, 2017)

Inf2vec: Latent Representation Model for Social Influence Embedding. - Shanshan Feng 001; Gao Cong; Arijit Khan 001; Xiucheng Li; Yong Liu; Yeow Meng Chee (ICDE, 2018)

Deep Representation Learning for Trajectory Similarity Computation. - Xiucheng Li; Kaiqi Zhao 001; Gao Cong; Christian S. Jensen; Wei Wei 002 (ICDE, 2018)

Learning Travel Time Distributions with Deep Generative Model. - Xiucheng Li; Gao Cong; Aixin Sun; Yun Cheng (WWW, 2019)

Differentiable generative models for trajectory data analytics - Xiucheng Li (2019)

Spatial Transition Learning on Road Networks with Deep Probabilistic Models. - Xiucheng Li; Gao Cong; Yun Cheng (ICDE, 2020)

Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics. - Yile Chen 001; Xiucheng Li; Gao Cong; Zhifeng Bao; Cheng Long 001; Yiding Liu; Arun Kumar Chandran; Richard Ellison (CIKM, 2021)

Sinkhorn Collaborative Filtering. - Xiucheng Li; Jin Yao Chin; Yile Chen 001; Gao Cong (WWW, 2021)

Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks. - Yile Chen 001; Xiucheng Li; Gao Cong; Cheng Long 001; Zhifeng Bao; Shang Liu 005; Wanli Gu; Fuzheng Zhang (Proc. VLDB Endow., 2021)

Similar Trajectory Search with Spatio-Temporal Deep Representation Learning. - David Alexander Tedjopurnomo; Xiucheng Li; Zhifeng Bao; Gao Cong; Farhana Murtaza Choudhury; A. Kai Qin (ACM Trans. Intell. Syst. Technol., 2021)

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting. - Shengnan Guo 001; Youfang Lin; Huaiyu Wan; Xiucheng Li; Gao Cong (IEEE Trans. Knowl. Data Eng., 2022)

PGeoTopic: A Distributed Solution for Mining Geographical Topic Models. - Kaiqi Zhao 001; Gao Cong; Xiucheng Li (IEEE Trans. Knowl. Data Eng., 2022)

Multivariate Time-series Imputation with Disentangled Temporal Representations. - Shuai Liu 018; Xiucheng Li; Gao Cong; Yile Chen 001; Yue Jiang 005 (ICLR, 2023)

UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models. - Yue Jiang 005; Qin Chao; Yile Chen 001; Xiucheng Li; Shuai Liu 018; Gao Cong (EMNLP (Findings), 2024)

SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting. - Yue Jiang 005; Xiucheng Li; Yile Chen 001; Shuai Liu 018; Weilong Kong; Antonis F. Lentzakis; Gao Cong (ICDE, 2024)

Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values. - Xiaodan Chen; Xiucheng Li; Bo Liu; Zhijun Li 002 (ICLR, 2024)

Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment. - Haokun Gui; Xiucheng Li; Xinyang Chen 001 (ICML, 2024)

Optimizing Smartphone App Usage Prediction: A Click-Through Rate Ranking Approach. - Yuqi Zhang; Meiying Kang; Xiucheng Li; Yu Qiu; Zhijun Li 002 (KDD, 2024)

Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics. - Xiaodan Chen; Xiucheng Li; Xinyang Chen 001; Zhijun Li 002 (NeurIPS, 2024)

Boosting Transferability and Discriminability for Time Series Domain Adaptation. - Mingyang Liu; Xinyang Chen 001; Yang Shu 001; Xiucheng Li; Weili Guan; Liqiang Nie (NeurIPS, 2024)

Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics. - Yile Chen 001; Xiucheng Li; Gao Cong; Zhifeng Bao; Cheng Long 001 (CoRR, 2024)

Multi-Label Action Anticipation for Real-World Videos With Scene Understanding. - Yuqi Zhang; Xiucheng Li; Hao Xie; Weijun Zhuang; Shihui Guo; Zhijun Li 002 (IEEE Trans. Image Process., 2024)

DeepMeshCity: A Deep Learning Model for Urban Grid Prediction. - Chi Zhang 049; Linhao Cai; Meng Chen; Xiucheng Li; Gao Cong (ACM Trans. Knowl. Discov. Data, 2024)

Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning. - Letian Gong; Huaiyu Wan; Shengnan Guo 001; Xiucheng Li; Yan Lin 006; Erwen Zheng; Tianyi Wang; Zeyu Zhou 001; Youfang Lin (IEEE Trans. Knowl. Data Eng., 2024)

Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. - Yifan Lu; Jing Li 034; Yigeng Zhou; Yihui Zhang; Wenya Wang; Xiucheng Li; Meishan Zhang; Fangming Liu; Jun Yu; Min Zhang 005 (ACL (Findings), 2025)

Exploring Translation Mechanism of Large Language Models. - Hongbin Zhang; Kehai Chen; Xuefeng Bai 001; Xiucheng Li; Yang Xiang 003; Min Zhang 005 (CoRR, 2025)

Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin. - Yuchen Wang; Xuefeng Bai 001; Xiucheng Li; Weili Guan; Liqiang Nie; Xinyang Chen 001 (CoRR, 2025)

Knowledge Grafting of Large Language Models. - Guodong Du 002; Xuanning Zhou; Junlin Li; Zhuo Li; Zesheng Shi; Wanyu Lin; Ho-Kin Tang; Xiucheng Li; Fangming Liu; Wenya Wang; Min Zhang 005; Jing Li 034 (CoRR, 2025)

Multi-objective Large Language Model Alignment with Hierarchical Experts. - Zhuo Li; Guodong Du 002; Weiyang Guo; Yigeng Zhou; Xiucheng Li; Wenya Wang; Fangming Liu; Yequan Wang; Deheng Ye; Min Zhang 005; Jing Li 034 (CoRR, 2025)

Disentangling Dynamics: Advanced, Scalable and Explainable Imputation for Multivariate Time Series. - Shuai Liu 018; Xiucheng Li; Yile Chen 001; Yue Jiang 005; Gao Cong (IEEE Trans. Knowl. Data Eng., 2025)