Xiucheng Li

51 papers A* 17A 1B 1Misc 1Journal 24Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
LoFT-LLM: Low-Frequency Time-series Forecasting with Large Language Models.
KDD (1)
Jiacheng You, Jingcheng Yang, Yuhang Xie, Zhongxuan Wu, Xiucheng Li, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng, Xinyang Chen
2026 J jnl
S$^2$Transformer: Scalable Structured Transformers for Global Station Weather Forecasting.
Trans. Mach. Learn. Res.
Hongyi Chen, Xiucheng Li, Xinyang Chen, Yun Cheng, Jing Li, Kehai Chen, Liqiang Nie
2026 J jnl
Toward Learning Shift-Invariant Representations for Healthcare Series Classification.
IEEE Trans. Knowl. Data Eng.
Yuanbo Liu, Xiucheng Li, Xinyang Chen, Hongwei Liu, Zhijun Li
2025 A* conf
A Survey on the Feedback Mechanism of LLM-based AI Agents.
IJCAI
Zhipeng Liu, Xuefeng Bai, Kehai Chen, Xinyang Chen, Xiucheng Li, Yang Xiang, Jin Liu, Hong-Dong Li, Yaowei Wang, Liqiang Nie, Min Zhang
2025 — conf
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing.
ACL (Findings)
Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang
2025 J jnl
Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing.
CoRR
Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang
2025 A* conf
Curvature-aware Graph Attention for PDEs on Manifolds.
ICML
Yunfeng Liao, Jiawen Guan, Xiucheng Li
2025 J jnl
Disentangling Dynamics: Advanced, Scalable and Explainable Imputation for Multivariate Time Series.
IEEE Trans. Knowl. Data Eng.
Shuai Liu, Xiucheng Li, Yile Chen, Yue Jiang, Gao Cong
2025 J jnl
Exploring Translation Mechanism of Large Language Models.
CoRR
Hongbin Zhang, Kehai Chen, Xuefeng Bai, Xiucheng Li, Yang Xiang, Min Zhang
2025 A* conf
FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting.
ICML
Yue Jiang, Yile Chen, Xiucheng Li, Qin Chao, Shuai Liu, Gao Cong
2025 A* conf
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin.
ICML
Yuchen Wang, Xuefeng Bai, Xiucheng Li, Weili Guan, Liqiang Nie, Xinyang Chen
2025 J jnl
Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin.
CoRR
Yuchen Wang, Xuefeng Bai, Xiucheng Li, Weili Guan, Liqiang Nie, Xinyang Chen
2025 J jnl
Knowledge Grafting of Large Language Models.
CoRR
Guodong Du, Xuanning Zhou, Junlin Li, Zhuo Li, Zesheng Shi, Wanyu Lin, Ho-Kin Tang, Xiucheng Li, Fangming Liu, Wenya Wang, Min Zhang, Jing Li
2025 J jnl
LoFT-LLM: Low-Frequency Time-Series Forecasting with Large Language Models.
CoRR
Jiacheng You, Jingcheng Yang, Yuhang Xie, Zhongxuan Wu, Xiucheng Li, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng, Xinyang Chen
2025 J jnl
Multi-objective Large Language Model Alignment with Hierarchical Experts.
CoRR
Zhuo Li, Guodong Du, Weiyang Guo, Yigeng Zhou, Xiucheng Li, Wenya Wang, Fangming Liu, Yequan Wang, Deheng Ye, Min Zhang, Jing Li
2025 J jnl
S
CoRR
Hongyi Chen, Xiucheng Li, Xinyang Chen, Yun Cheng, Jing Li, Kehai Chen, Liqiang Nie
2025 J jnl
Semantic-Enhanced Representation Learning for Road Networks With Temporal Dynamics.
IEEE Trans. Mob. Comput.
Yile Chen, Xiucheng Li, Gao Cong, Zhifeng Bao, Cheng Long
2025 J jnl
Towards Scalable and Structured Spatiotemporal Forecasting.
CoRR
Hongyi Chen, Xiucheng Li, Xinyang Chen, Jing Li, Kehai Chen, Liqiang Nie
2024 A* conf
Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
ICLR
Xiaodan Chen, Xiucheng Li, Bo Liu, Zhijun Li
2024 A* conf
Boosting Transferability and Discriminability for Time Series Domain Adaptation.
NeurIPS
Mingyang Liu, Xinyang Chen, Yang Shu, Xiucheng Li, Weili Guan, Liqiang Nie
2024 J jnl
DeepMeshCity: A Deep Learning Model for Urban Grid Prediction.
ACM Trans. Knowl. Discov. Data
Chi Zhang, Linhao Cai, Meng Chen, Xiucheng Li, Gao Cong
2024 J jnl
Multi-Label Action Anticipation for Real-World Videos With Scene Understanding.
IEEE Trans. Image Process.
Yuqi Zhang, Xiucheng Li, Hao Xie, Weijun Zhuang, Shihui Guo, Zhijun Li
2024 A* conf
Optimizing Smartphone App Usage Prediction: A Click-Through Rate Ranking Approach.
KDD
Yuqi Zhang, Meiying Kang, Xiucheng Li, Yu Qiu, Zhijun Li
2024 A* conf
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting.
ICDE
Yue Jiang, Xiucheng Li, Yile Chen, Shuai Liu, Weilong Kong, Antonis F. Lentzakis, Gao Cong
2024 J jnl
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting.
CoRR
Yue Jiang, Xiucheng Li, Yile Chen, Shuai Liu, Weilong Kong, Antonis F. Lentzakis, Gao Cong
2024 J jnl
Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics.
CoRR
Yile Chen, Xiucheng Li, Gao Cong, Zhifeng Bao, Cheng Long
2024 J jnl
Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning.
IEEE Trans. Knowl. Data Eng.
Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin
2024 J jnl
Spatial-Temporal Cross-View Contrastive Pre-training for Check-in Sequence Representation Learning.
CoRR
Letian Gong, Huaiyu Wan, Shengnan Guo, Xiucheng Li, Yan Lin, Erwen Zheng, Tianyi Wang, Zeyu Zhou, Youfang Lin
2024 A* conf
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics.
NeurIPS
Xiaodan Chen, Xiucheng Li, Xinyang Chen, Zhijun Li
2024 — conf
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.
EMNLP (Findings)
Yue Jiang, Qin Chao, Yile Chen, Xiucheng Li, Shuai Liu, Gao Cong
2024 J jnl
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models.
CoRR
Yue Jiang, Qin Chao, Yile Chen, Xiucheng Li, Shuai Liu, Gao Cong
2024 A* conf
Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment.
ICML
Haokun Gui, Xiucheng Li, Xinyang Chen
2023 A* conf
Multivariate Time-series Imputation with Disentangled Temporal Representations.
ICLR
Shuai Liu, Xiucheng Li, Gao Cong, Yile Chen, Yue Jiang
2022 J jnl
Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng.
Shengnan Guo, Youfang Lin, Huaiyu Wan, Xiucheng Li, Gao Cong
2022 J jnl
PGeoTopic: A Distributed Solution for Mining Geographical Topic Models.
IEEE Trans. Knowl. Data Eng.
Kaiqi Zhao, Gao Cong, Xiucheng Li
2022 J jnl
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
CoRR
Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang
2021 J jnl
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
Proc. VLDB Endow.
Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang
2021 A conf
Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics.
CIKM
Yile Chen, Xiucheng Li, Gao Cong, Zhifeng Bao, Cheng Long, Yiding Liu, Arun Kumar Chandran, Richard Ellison
2021 J jnl
Similar Trajectory Search with Spatio-Temporal Deep Representation Learning.
ACM Trans. Intell. Syst. Technol.
David Alexander Tedjopurnomo, Xiucheng Li, Zhifeng Bao, Gao Cong, Farhana Murtaza Choudhury, A. K. Qin
2021 A* conf
Sinkhorn Collaborative Filtering.
WWW
Xiucheng Li, Jin Yao Chin, Yile Chen, Gao Cong
2020 A* conf
Spatial Transition Learning on Road Networks with Deep Probabilistic Models.
ICDE
Xiucheng Li, Gao Cong, Yun Cheng
2019 — —
Differentiable generative models for trajectory data analytics
Xiucheng Li
2019 A* conf
Learning Travel Time Distributions with Deep Generative Model.
WWW
Xiucheng Li, Gao Cong, Aixin Sun, Yun Cheng
2018 A* conf
Deep Representation Learning for Trajectory Similarity Computation.
ICDE
Xiucheng Li, Kaiqi Zhao, Gao Cong, Christian S. Jensen, Wei Wei
2018 A* conf
Inf2vec: Latent Representation Model for Social Influence Embedding.
ICDE
Shanshan Feng, Gao Cong, Arijit Khan, Xiucheng Li, Yong Liu, Yeow Meng Chee
2017 A* conf
Discovering Pollution Sources and Propagation Patterns in Urban Area.
KDD
Xiucheng Li, Yun Cheng, Gao Cong, Lisi Chen
2016 — conf
Finding Dynamic Co-evolving Zones in Spatial-Temporal Time Series Data.
ECML/PKDD (3)
Yun Cheng, Xiucheng Li, Yan Li
2015 B conf
QiLoc: A Qi wireless charging based system for robust user-initiated indoor location services.
SECON
Yilong Li, Yu Wang, Yun Cheng, Xiucheng Li, Guoliang Xing
2014 Misc conf
AirCloud: a cloud-based air-quality monitoring system for everyone.
SenSys
Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang, Yilong Li, Ji Jia, Xiaofan Jiang
2014 — conf
Fine-Grained Air Quality Monitoring Based on Gaussian Process Regression.
ICONIP (2)
Yun Cheng, Xiucheng Li, Zhijun Li, Shouxu Jiang, Xiaofan Jiang
2014 — conf
QiLoc - a Qi-wireless based platform for robust user-initiated indoor location services: demo abstract.
BuildSys
Yilong Li, Yun Cheng, Xiucheng Li, Yu Wang, Guoliang Xing, Xiaofan Jiang