PPaperPicks

Yuxuan Liang

Hong Kong University of Science and Technology (Guangzhou), China

85 papers at tracked venues · 74 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2817-7337 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×16AAAI ×12WWW ×12NeurIPS ×11ICDE ×7ICLR ×6ICML ×5IJCAI ×5ACM MM ×3ACL ×2ECML-PKDD ×2CIKM ×1EMNLP ×1ICDM ×1WSDM ×1

Frequent coauthors

Qingsong Wen
×23
Ming Jin
×12
Siru Zhong
×12
Shirui Pan
×11
Wei Chen
×10
Roger Zimmermann
×10
Kun Wang
×9
Xixuan Hao
×8
Yutong Xia
×8
Yu Zheng
×7
Bin Yang
×7
Guibin Zhang
×7

Papers

  1. A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
    AAAI 2026 ·
    Weilin Ruan
    ,
    Xilin Dang
    ,
    Ziyu Zhou
    ,
    Sisuo Lyu
    , Yuxuan Liang
  2. AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing
    WWW 2026 ·
    Xusen Guo
    ,
    Mingxing Peng
    ,
    Xixuan Hao
    ,
    Xingchen Zou
    ,
    Qiongyan Wang
    ,
    Sijie Ruan
    , Yuxuan Liang
  3. Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models
    ACL 2026 ·
    Zhiqing Cui
    ,
    Binwu Wang
    ,
    Qingxiang Liu
    ,
    Yeqiang Wang
    ,
    Zhengyang Zhou
    , Yuxuan Liang,
    Yang Wang
  4. Damba-ST: Domain-Adaptive Mamba for Efficient Urban Spatio-Temporal Prediction
    ICDE 2026 ·
    Rui An
    ,
    Yifeng Zhang
    ,
    Ziran Liang
    ,
    Wenqi Fan
    , Yuxuan Liang,
    Xuequn Shang
    ,
    Qing Li
  5. Efficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering Perspective
    WWW 2026 ·
    Yuchen Fang
    ,
    Shiyu Wang
    , Yuxuan Liang,
    Zhou Ye
    ,
    Yang Xiang
    ,
    Yan Zhao
    ,
    Kai Zheng
  6. Enhancing Ride-Hailing Forecasting at DiDi with Multi-View Geospatial Representation Learning from the Web
    WWW 2026 ·
    Xixuan Hao
    ,
    Guicheng Li
    ,
    Daiqiang Wu
    ,
    Xusen Guo
    ,
    Yumeng Zhu
    ,
    Zhichao Zou
    ,
    Peng Zhen
    ,
    Yao Yao
    , Yuxuan Liang
  7. FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via Mixture-of-Experts
    SIGKDD 2026 ·
    Yiji Zhao
    ,
    Zihao Zhong
    ,
    Ao Wang
    ,
    Haomin Wen
    ,
    Ming Jin
    , Yuxuan Liang,
    Huaiyu Wan
    ,
    Hao Wu
  8. How to Train Your Mamba for Time Series Forecasting
    SIGKDD 2026 ·
    Jiaxi Hu
    ,
    Disen Lan
    ,
    Ziyu Zhou
    ,
    Gefeng Luo
    ,
    Qingsong Wen
    , Yuxuan Liang
  9. LLM-Enhanced Web-Centric Spatio-Temporal Intelligence: Methods, Applications, and Frontier Research
    WWW 2026 ·
    Zijian Zhang
    ,
    Hao Miao
    , Yuxuan Liang,
    Yan Zhao
    ,
    Irwin King
  10. OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
    AAAI 2026 ·
    Sisuo Lyu
    ,
    Siru Zhong
    ,
    Weilin Ruan
    ,
    Qingxiang Liu
    ,
    Qingsong Wen
    ,
    Hui Xiong
    , Yuxuan Liang
  11. Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting
    AAAI 2026 ·
    Ziyu Zhou
    ,
    Yiming Huang
    ,
    Yanyun Wang
    ,
    Yuankai Wu
    ,
    James Kwok
    , Yuxuan Liang
  12. Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems
    ACL 2026 ·
    Xingchen Zou
    ,
    Yuhao Yang
    ,
    Zheng Chen
    ,
    Xixuan Hao
    ,
    Yiqi Chen
    ,
    Chao Huang
    , Yuxuan Liang
  13. AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction
    ICDE 2025 ·
    Huaxu Han
    ,
    Shuliang Wang
    ,
    Sijie Ruan
    ,
    Qianyu Yang
    , Yuxuan Liang,
    Ziqiang Yuan
    ,
    Cheng Long
    ,
    Hanning Yuan
    ,
    Yu Zheng
  14. Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
    ICLR 2025 ·
    Jindong Tian
    , Yuxuan Liang,
    Ronghui Xu
    ,
    Peng Chen
    ,
    Chenjuan Guo
    ,
    Aoying Zhou
    ,
    Lujia Pan
    ,
    Zhongwen Rao
    ,
    Bin Yang
  15. AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks
    AAAI 2025 ·
    Qiongyan Wang
    ,
    Yutong Xia
    ,
    Siru Zhong
    ,
    Weichuang Li
    ,
    Yuankai Wu
    ,
    Shifen Cheng
    ,
    Junbo Zhang
    ,
    Yu Zheng
    , Yuxuan Liang
  16. Data Driven Decision Making with Time Series and Spatio-Temporal Data
    ICDE 2025 ·
    Bin Yang
    , Yuxuan Liang,
    Chenjuan Guo
    ,
    Christian S. Jensen
  17. Deep Learning for Multivariate Time Series Imputation: A Survey
    IJCAI 2025 ·
    Jun Wang
    ,
    Wenjie Du
    ,
    Yiyuan Yang
    ,
    Linglong Qian
    ,
    Wei Cao
    ,
    Keli Zhang
    ,
    Wenjia Wang
    , Yuxuan Liang,
    Qingsong Wen
  18. DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
    SIGKDD 2025 ·
    Hao Wu
    ,
    Haomin Wen
    ,
    Guibin Zhang
    ,
    Yutong Xia
    , Yuxuan Liang,
    Yu Zheng
    ,
    Qingsong Wen
    ,
    Kun Wang
  19. Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
    SIGKDD 2025 ·
    Yuchen Fang
    , Yuxuan Liang,
    Bo Hui
    ,
    Zezhi Shao
    ,
    Liwei Deng
    ,
    Xu Liu
    ,
    Xinke Jiang
    ,
    Kai Zheng
  20. Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
    ICLR 2025 ·
    Wei Chen
    , Yuxuan Liang
  21. Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework
    SIGKDD 2025 ·
    Xingchen Zou
    ,
    Weilin Ruan
    ,
    Siru Zhong
    ,
    Yuehong Hu
    , Yuxuan Liang
  22. FlowNet: Modeling Dynamic Spatio-Temporal Systems via Flow Propagation
    NeurIPS 2025 ·
    Yutong Feng
    ,
    Xu Liu
    ,
    Yutong Xia
    , Yuxuan Liang
  23. Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey
    SIGKDD 2025 · Yuxuan Liang,
    Haomin Wen
    ,
    Yutong Xia
    ,
    Ming Jin
    ,
    Bin Yang
    ,
    Flora Salim
    ,
    Qingsong Wen
    ,
    Shirui Pan
    ,
    Gao Cong
  24. GraphAgent: Agentic Graph Language Assistant
    EMNLP 2025 ·
    Yuhao Yang
    ,
    Jiabin Tang
    ,
    Lianghao Xia
    ,
    Xingchen Zou
    , Yuxuan Liang,
    Chao Huang
  25. Improving Bilinear RNN with Closed-loop Control
    NeurIPS 2025 ·
    Jiaxi Hu
    ,
    Yongqi Pan
    ,
    Jusen Du
    ,
    Disen Lan
    ,
    Xiaqiang Tang
    ,
    Qingsong Wen
    , Yuxuan Liang,
    Weigao Sun
  26. Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision
    SIGKDD 2025 ·
    Yuanshao Zhu
    ,
    James Jianqiao Yu
    ,
    Xiangyu Zhao
    ,
    Xiao Han
    ,
    Qidong Liu
    ,
    Xuetao Wei
    , Yuxuan Liang
  27. Learning to Factorize Spatio-Temporal Foundation Models
    NeurIPS 2025 ·
    Siru Zhong
    ,
    Junjie Qiu
    ,
    Yangyu Wu
    ,
    Xingchen Zou
    ,
    Zhongwen Rao
    ,
    Bin Yang
    ,
    Chenjuan Guo
    ,
    Hao Xu
    , Yuxuan Liang
  28. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
    ICML 2025 ·
    Xu Liu
    ,
    Juncheng Liu
    ,
    Gerald Woo
    ,
    Taha Aksu
    , Yuxuan Liang,
    Roger Zimmermann
    ,
    Chenghao Liu
    ,
    Junnan Li
    ,
    Silvio Savarese
    ,
    Caiming Xiong
    ,
    Doyen Sahoo
  29. Multimodal Learning for Spatio-Temporal Data Mining
    ACM MM 2025 ·
    Siru Zhong
    ,
    Xixuan Hao
    ,
    Hao Miao
    ,
    Yan Zhao
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    , Yuxuan Liang
  30. Nature Makes No Leaps: Building Continuous Location Embeddings with Satellite Imagery from the Web
    WWW 2025 ·
    Xixuan Hao
    ,
    Wei Chen
    ,
    Xingchen Zou
    , Yuxuan Liang
  31. Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
    AAAI 2025 ·
    Qingxiang Liu
    ,
    Sheng Sun
    , Yuxuan Liang,
    Min Liu
    ,
    Jingjing Xue
  32. Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
    NeurIPS 2025 ·
    Ling Li
    ,
    Yao Zhou
    , Yuxuan Liang,
    Fugee Tsung
    ,
    Jiaheng Wei
  33. Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers
    IJCAI 2025 ·
    Yanchen Zhu
    ,
    Honghui Zou
    ,
    Chufan Liu
    ,
    Yuyu Luo
    ,
    Yuankai Wu
    , Yuxuan Liang
  34. ST-LoRA: Low-Rank Adaptation for Spatio-Temporal Forecasting
    ECML-PKDD 2025 ·
    Weilin Ruan
    ,
    Wei Chen
    ,
    Xilin Dang
    ,
    Jianxiang Zhou
    ,
    Weichuang Li
    ,
    Xu Liu
    , Yuxuan Liang
  35. ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
    NeurIPS 2025 ·
    Bosong Huang
    ,
    Ming Jin
    , Yuxuan Liang,
    Johan Barthelemy
    ,
    Debo Cheng
    ,
    Qingsong Wen
    ,
    Chenghao Liu
    ,
    Shirui Pan
  36. Test-Time Graph Rebirth for GNN Generalization Under Distribution Shifts
    ICDM 2025 ·
    Xin Zheng
    ,
    Bo Li
    ,
    Yu Zheng
    ,
    Qin Zhang
    ,
    Haishuai Wang
    , Yuxuan Liang,
    Alan Wee-Chung Liew
    ,
    Shirui Pan
  37. The 11th Mining and Learning from Time Series (MILETS): From Classical Methods to LLMs
    SIGKDD 2025 ·
    Sanjay Purushotham
    ,
    Dongjin Song
    ,
    Qingsong Wen
    ,
    Jun Huan
    , Yuxuan Liang,
    Cong Shen
    ,
    Stefan Zohren
    ,
    Yuriy Nevmyvaka
  38. The 14th International Workshop on Urban Computing
    SIGKDD 2025 · Yuxuan Liang,
    Yu Zheng
    ,
    Chuishi Meng
    ,
    Yanhua Li
    ,
    Jieping Ye
    ,
    Philip S. Yu
    ,
    Ouri Wolfson
  39. The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models
    CIKM 2025 ·
    Hao Miao
    ,
    Yan Zhao
    , Yuxuan Liang,
    Bin Yang
    ,
    Kai Zheng
    ,
    Christian S. Jensen
  40. The International Workshop on Spatio-Temporal Data Mining from the Web
    WWW 2025 · Yuxuan Liang,
    Hao Xue
    ,
    Ming Jin
    ,
    Flora Salim
    ,
    Qingsong Wen
    ,
    Yong Li
    ,
    Roger Zimmermann
    ,
    Yu Zheng
  41. The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications
    WWW 2025 ·
    Ming Jin
    ,
    Mahsa Salehi
    , Yuxuan Liang,
    Dongjin Song
    ,
    Flora Salim
    ,
    Min Wu
    ,
    Shirui Pan
    ,
    Qingsong Wen
  42. Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
    AAAI 2025 ·
    Yutong Xia
    ,
    Runpeng Yu
    , Yuxuan Liang,
    Xavier Bresson
    ,
    Xinchao Wang
    ,
    Roger Zimmermann
  43. Time Series Analysis in the Web: Recent Advances and Future Trends
    WWW 2025 ·
    Ming Jin
    ,
    Wei Jin
    ,
    Hao Xue
    ,
    Flora Salim
    , Yuxuan Liang
  44. Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
    ICML 2025 ·
    Siru Zhong
    ,
    Weilin Ruan
    ,
    Ming Jin
    ,
    Huan Li
    ,
    Qingsong Wen
    , Yuxuan Liang
  45. Towards Multi-Scenario Forecasting of Building Electricity Loads with Multimodal Data
    ACM MM 2025 ·
    Yongzheng Liu
    ,
    Siru Zhong
    ,
    Gefeng Luo
    ,
    Weilin Ruan
    , Yuxuan Liang
  46. Towards Neural Scaling Laws for Time Series Foundation Models
    ICLR 2025 ·
    Qingren Yao
    ,
    Chao-Han Huck Yang
    ,
    Renhe Jiang
    , Yuxuan Liang,
    Ming Jin
    ,
    Shirui Pan
  47. Towards Scalable and Deep Graph Neural Networks via Noise Masking
    AAAI 2025 · Yuxuan Liang,
    Wentao Zhang
    ,
    Zeang Sheng
    ,
    Ling Yang
    ,
    Quanqing Xu
    ,
    Jiawei Jiang
    ,
    Yunhai Tong
    ,
    Bin Cui
  48. Training-Free Heterogeneous Graph Condensation via Data Selection
    ICDE 2025 · Yuxuan Liang,
    Wentao Zhang
    ,
    Xinyi Gao
    ,
    Ling Yang
    ,
    Chong Chen
    ,
    Hongzhi Yin
    ,
    Yunhai Tong
    ,
    Bin Cui
  49. UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks
    AAAI 2025 ·
    Jie Zhao
    ,
    Chao Chen
    ,
    Yuanshao Zhu
    ,
    Mingyu Deng
    , Yuxuan Liang
  50. UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
    NeurIPS 2025 ·
    Yuanshao Zhu
    ,
    James Jianqiao Yu
    ,
    Xiangyu Zhao
    ,
    Xun Zhou
    ,
    Liang Han
    ,
    Xuetao Wei
    , Yuxuan Liang
  51. Unlocking the Power of LSTM for Long Term Time Series Forecasting
    AAAI 2025 ·
    Yaxuan Kong
    ,
    Zepu Wang
    ,
    Yuqi Nie
    ,
    Tian Zhou
    ,
    Stefan Zohren
    , Yuxuan Liang,
    Peng Sun
    ,
    Qingsong Wen
  52. UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
    AAAI 2025 ·
    Xixuan Hao
    ,
    Wei Chen
    ,
    Yibo Yan
    ,
    Siru Zhong
    ,
    Kun Wang
    ,
    Qingsong Wen
    , Yuxuan Liang
  53. Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era
    WWW 2025 ·
    Zijian Zhang
    ,
    Hao Miao
    , Yuxuan Liang,
    Yan Zhao
    ,
    Xiao Han
    ,
    Pengyue Jia
    ,
    Bin Yang
    ,
    Christian S. Jensen
  54. Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
    NeurIPS 2024 ·
    Jiaxi Hu
    ,
    Yuehong Hu
    ,
    Wei Chen
    ,
    Ming Jin
    ,
    Shirui Pan
    ,
    Qingsong Wen
    , Yuxuan Liang
  55. COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
    WWW 2024 ·
    Yu Wang
    ,
    Tongya Zheng
    , Yuxuan Liang,
    Shunyu Liu
    ,
    Mingli Song
  56. CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting
    WSDM 2024 ·
    Chengxin Wang
    , Yuxuan Liang,
    Gary Tan
  57. Cluster-Wide Task Slowdown Detection in Cloud System
    SIGKDD 2024 ·
    Feiyi Chen
    ,
    Yingying Zhang
    ,
    Lunting Fan
    , Yuxuan Liang,
    Guansong Pang
    ,
    Qingsong Wen
    ,
    Shuiguang Deng
  58. ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
    SIGKDD 2024 ·
    Yuanshao Zhu
    ,
    James Jian Qiao Yu
    ,
    Xiangyu Zhao
    ,
    Qidong Liu
    ,
    Yongchao Ye
    ,
    Wei Chen
    ,
    Zijian Zhang
    ,
    Xuetao Wei
    , Yuxuan Liang
  59. Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model
    AAAI 2024 ·
    Hao Wu
    , Yuxuan Liang,
    Wei Xiong
    ,
    Zhengyang Zhou
    ,
    Wei Huang
    ,
    Shilong Wang
    ,
    Kun Wang
  60. Foundation Models for Time Series Analysis: A Tutorial and Survey
    SIGKDD 2024 · Yuxuan Liang,
    Haomin Wen
    ,
    Yuqi Nie
    ,
    Yushan Jiang
    ,
    Ming Jin
    ,
    Dongjin Song
    ,
    Shirui Pan
    ,
    Qingsong Wen
  61. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    NeurIPS 2024 ·
    Guibin Zhang
    ,
    Haonan Dong
    ,
    Yuchen Zhang
    ,
    Zhixun Li
    ,
    Dingshuo Chen
    ,
    Kai Wang
    ,
    Tianlong Chen
    , Yuxuan Liang,
    Dawei Cheng
    ,
    Kun Wang
  62. Graph Lottery Ticket Automated
    ICLR 2024 ·
    Guibin Zhang
    ,
    Kun Wang
    ,
    Wei Huang
    ,
    Yanwei Yue
    ,
    Yang Wang
    ,
    Roger Zimmermann
    ,
    Aojun Zhou
    ,
    Dawei Cheng
    ,
    Jin Zeng
    , Yuxuan Liang
  63. HGAMLP: Heterogeneous Graph Attention MLP with De-Redundancy Mechanism
    ICDE 2024 · Yuxuan Liang,
    Wentao Zhang
    ,
    Zeang Sheng
    ,
    Ling Yang
    ,
    Jiawei Jiang
    ,
    Yunhai Tong
    ,
    Bin Cui
  64. Improving Generalization of Dynamic Graph Learning via Environment Prompt
    NeurIPS 2024 ·
    Kuo Yang
    ,
    Zhengyang Zhou
    ,
    Qihe Huang
    ,
    Limin Li
    , Yuxuan Liang,
    Yang Wang
  65. LaDe: The First Comprehensive Last-mile Express Dataset from Industry
    SIGKDD 2024 ·
    Lixia Wu
    ,
    Haomin Wen
    ,
    Haoyuan Hu
    ,
    Xiaowei Mao
    ,
    Yutong Xia
    ,
    Ergang Shan
    ,
    Jianbin Zheng
    ,
    Junhong Lou
    , Yuxuan Liang,
    Liuqing Yang
    ,
    Roger Zimmermann
    ,
    Youfang Lin
    ,
    Huaiyu Wan
  66. Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
    ICDE 2024 ·
    Feiyi Chen
    ,
    Yingying Zhang
    ,
    Zhen Qin
    ,
    Lunting Fan
    ,
    Renhe Jiang
    , Yuxuan Liang,
    Qingsong Wen
    ,
    Shuiguang Deng
  67. Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
    ICML 2024 ·
    Yuchen Zhang
    ,
    Tianle Zhang
    ,
    Kai Wang
    ,
    Ziyao Guo
    , Yuxuan Liang,
    Xavier Bresson
    ,
    Wei Jin
    ,
    Yang You
  68. NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
    ICLR 2024 ·
    Kun Wang
    ,
    Hao Wu
    ,
    Yifan Duan
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Xiaojiang Peng
    ,
    Yu Zheng
    , Yuxuan Liang,
    Yang Wang
  69. Position: What Can Large Language Models Tell Us about Time Series Analysis
    ICML 2024 ·
    Ming Jin
    ,
    Yifan Zhang
    ,
    Wei Chen
    ,
    Kexin Zhang
    , Yuxuan Liang,
    Bin Yang
    ,
    Jindong Wang
    ,
    Shirui Pan
    ,
    Qingsong Wen
  70. Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
    IJCAI 2024 ·
    Huaiwu Zhang
    ,
    Yutong Xia
    ,
    Siru Zhong
    ,
    Kun Wang
    ,
    Zekun Tong
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    , Yuxuan Liang
  71. Reinventing Node-centric Traffic Forecasting for Improved Accuracy and Efficiency
    ECML-PKDD 2024 ·
    Xu Liu
    , Yuxuan Liang,
    Chao Huang
    ,
    Hengchang Hu
    ,
    Yushi Cao
    ,
    Bryan Hooi
    ,
    Roger Zimmermann
  72. SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER
    AAAI 2024 ·
    Hang Zheng
    ,
    Qingsong Li
    ,
    Shen Chen
    , Yuxuan Liang,
    Li Liu
  73. Spatio-Temporal Field Neural Networks for Air Quality Inference
    IJCAI 2024 ·
    Yutong Feng
    ,
    Qiongyan Wang
    ,
    Yutong Xia
    ,
    Junlin Huang
    ,
    Siru Zhong
    , Yuxuan Liang
  74. Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
    NeurIPS 2024 ·
    Wei Chen
    ,
    Xixuan Hao
    ,
    Yuankai Wu
    , Yuxuan Liang
  75. The 13th International Workshop on Urban Computing
    SIGKDD 2024 · Yuxuan Liang,
    Chuishi Meng
    ,
    Yanhua Li
    ,
    Yu Zheng
    ,
    Jieping Ye
    ,
    Qiang Yang
    ,
    Philip S. Yu
    ,
    Ouri Wolfson
  76. The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
    SIGKDD 2024 ·
    Kun Wang
    ,
    Guibin Zhang
    ,
    Xinnan Zhang
    ,
    Junfeng Fang
    ,
    Xun Wu
    ,
    Guohao Li
    ,
    Shirui Pan
    ,
    Wei Huang
    , Yuxuan Liang
  77. The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field
    SIGKDD 2024 ·
    Kun Wang
    ,
    Guohao Li
    ,
    Shilong Wang
    ,
    Guibin Zhang
    ,
    Kai Wang
    ,
    Yang You
    ,
    Junfeng Fang
    ,
    Xiaojiang Peng
    , Yuxuan Liang,
    Yang Wang
  78. Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
    NeurIPS 2024 ·
    Qingxiang Liu
    ,
    Xu Liu
    ,
    Chenghao Liu
    ,
    Qingsong Wen
    , Yuxuan Liang
  79. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    ICLR 2024 ·
    Ming Jin
    ,
    Shiyu Wang
    ,
    Lintao Ma
    ,
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