| 2026 | AAAI | Efficient Forecasting of Geostationary Infrared Brightness Temperature Sequences: A Benchmark and a Lightweight Model. | Kuai Dai, Hui Su, Xutao Li, Chengxing Zhai |
| 2026 | AAAI | Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting. | Pengfei Jia, Jianghong Ma, Baoquan Zhang, Kenghong Lin, Xinyu Zhang, Chuyao Luo, Xutao Li, Yunming Ye |
| 2026 | KDD | From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting. | Xinyu Zhang, Shanshan Feng, Xutao Li, Kenghong Lin, Fan Li, Pengfei Jia |
| 2025 | AAAI | Integrating Multi-Source Data for Long Sequence Precipitation Forecasting. | Demin Yu, Wenzhi Feng, Kenghong Lin, Xutao Li, Yunming Ye, Chuyao Luo, Wenchuan Du |
| 2025 | CVPR | Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation. | Tianran Chen, Jiarui Chen, Baoquan Zhang, Zhehao Yu, Shidong Chen, Rui Ye, Xutao Li, Yunming Ye |
| 2025 | CVPR | AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting. | Kenghong Lin, Baoquan Zhang, Demin Yu, Wenzhi Feng, Shidong Chen, Feifan Gao, Xutao Li, Yunming Ye |
| 2025 | ICML | Perceptually Constrained Precipitation Nowcasting Model. | Wenzhi Feng, Xutao Li, Zhe Wu, Kenghong Lin, Demin Yu, Yunming Ye, Yaowei Wang |
| 2025 | ICONIP | PointSC: A Novel Simplicial Complex-Based Neural Network for Point Cloud Classification. | Xuran Yao, Zheng Yao, Xianwei Zheng, Xutao Li |
| 2025 | IROS | MuSPaCSA: Multi-Scale Parallel-Channel Self-Attention Network for Point Cloud Classification and Segmentation. | Xuran Yao, Xianwei Zheng, Zheng Yao, Xutao Li |
| 2024 | AAAI | iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction. | Xu Huang, Chuyao Luo, Bowen Zhang, Huiwei Lin, Xutao Li, Yunming Ye |
| 2024 | AAAI | MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning. | Baoquan Zhang, Chuyao Luo, Demin Yu, Xutao Li, Huiwei Lin, Yunming Ye, Bowen Zhang |
| 2024 | CVPR | DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting. | Demin Yu, Xutao Li, Yunming Ye, Baoquan Zhang, Chuyao Luo, Kuai Dai, Rui Wang, Xunlai Chen |
| 2024 | CVPR | Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling. | Baoquan Zhang, Huaibin Wang, Chuyao Luo, Xutao Li, Guotao Liang, Yunming Ye, Xiaochen Qi, Yao He |
| 2024 | KDD | FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. | Xinyu Zhang, Shanshan Feng, Jianghong Ma, Huiwei Lin, Xutao Li, Yunming Ye, Fan Li, Yew Soon Ong |
| 2023 | CIKM | RotDiff: A Hyperbolic Rotation Representation Model for Information Diffusion Prediction. | Hongliang Qiao, Shanshan Feng, Xutao Li, Huiwei Lin, Han Hu, Wei Wei, Yunming Ye |
| 2023 | CVPR | PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning. | Huiwei Lin, Baoquan Zhang, Shanshan Feng, Xutao Li, Yunming Ye |
| 2022 | AAAI | MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning. | Baoquan Zhang, Xutao Li, Shanshan Feng, Yunming Ye, Rui Ye |
| 2022 | ACCV | PointFormer: A Dual Perception Attention-Based Network for Point Cloud Classification. | Yijun Chen, Zhulun Yang, Xianwei Zheng, Yadong Chang, Xutao Li |
| 2022 | ACCV | Conditional GAN for Point Cloud Generation. | Zhulun Yang, Yijun Chen, Xianwei Zheng, Yadong Chang, Xutao Li |
| 2022 | IJCAI | Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning. | Baoquan Zhang, Hao Jiang, Shanshan Feng, Xutao Li, Yunming Ye, Rui Ye |
| 2021 | CVPR | Prototype Completion With Primitive Knowledge for Few-Shot Learning. | Baoquan Zhang, Xutao Li, Yunming Ye, Zhichao Huang, Lisai Zhang |
| 2020 | ACL | Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge. | Bowen Zhang, Min Yang, Xutao Li, Yunming Ye, Xiaofei Xu, Kuai Dai |
| 2020 | APWEB | Aligning Users Across Social Networks via Intra and Inter Attentions. | Zhichao Huang, Xutao Li, Yunming Ye |
| 2020 | IJCAI | MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product. | Zhichao Huang, Xutao Li, Yunming Ye, Michael K. Ng |
| 2020 | WSDM | End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding. | Feng Liu, Huifeng Guo, Xutao Li, Ruiming Tang, Yunming Ye, Xiuqiang He |
| 2019 | IJCNN | Road Detection via Deep Residual Dense U-Net. | Xiaofei Yang, Xutao Li, Yunming Ye, Xiaofeng Zhang, Haijun Zhang, Xiaohui Huang, Bowen Zhang |
| 2018 | DASFAA | Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification. | Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo, Xiuqiang He |
| 2017 | AAAI | Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting. | Xutao Li, Yunming Ye, Xiaofei Xu |
| 2017 | IJCNN | A generative model with hypergraph regularizers for protein function prediction. | Shaokai Wang, Xutao Li, Yunming Ye, Yan Li, Xiaohui Huang, Xiaolin Du |
| 2017 | PAKDD | Joint Weighted Nonnegative Matrix Factorization for Mining Attributed Graphs. | Zhichao Huang, Yunming Ye, Xutao Li, Feng Liu, Huajie Chen |
| 2017 | WWW | A General Model for Out-of-town Region Recommendation. | Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong |
| 2016 | ICMLC | A novel density peak based semi-supervised clustering algorithm. | Weifeng Li, Xutao Li, Yunming Ye, Yan Li, Eric Ke Wang |
| 2015 | CIKM | Where you Instagram?: Associating Your Instagram Photos with Points of Interest. | Xutao Li, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiaoli Li, Shonali Krishnaswamy |
| 2015 | ICDE | A general graph-based model for recommendation in event-based social networks. | Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang |
| 2015 | IJCAI | Personalized Ranking Metric Embedding for Next New POI Recommendation. | Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan |
| 2015 | SIGIR | Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation. | Xutao Li, Gao Cong, Xiaoli Li, Tuan-Anh Nguyen Pham, Shonali Krishnaswamy |
| 2012 | SDM | HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search. | Xutao Li, Michael K. Ng, Yunming Ye |
| 2011 | KDD | MultiRank: co-ranking for objects and relations in multi-relational data. | Michael Kwok-Po Ng, Xutao Li, Yunming Ye |
| 2009 | ICASSP | A near optimum detection in alpha-stable impulsive noise. | Xutao Li, Yongquan Jiang, Miao Liu |
| 2002 | VCIP | 3D visual surface reconstruction based on wavelet decomposition and fractal interpolation. | Hanqiang Cao, Guangxi Zhu, Yaoting Zhu, Zhaoqun Zhang, Rujun Chen, Xutao Li, Hongyan Zhao |