PPaperPicks

Wei Chen

Soochow University, School of Computer Science and Technology, Jiangsu, China

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8256-8331 ↗

Venues

AAAI ×4NeurIPS ×3SIGKDD ×2WWW ×2CVPR ×1ECML-PKDD ×1ICDE ×1ICLR ×1ICML ×1IJCAI ×1

Frequent coauthors

Yuxuan Liang
×10
Qingsong Wen
×4
Long Chen
×3
Xixuan Hao
×3
Lin Li
×2
Bin Wen
×2
Fan Yang
×2
Tingting Gao
×2
Xingyu Zhao
×2
Jianpeng Qi
×2
Yanwei Yu
×2
Yibo Yan
×2

Papers

  1. Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension
    AAAI 2026 ·
    Lin Li
    , Wei Chen,
    Jiahui Li
    ,
    Kwang-Ting Cheng
    ,
    Long Chen
  2. ClimateIQA: A New Dataset and Benchmark to Advance Vision-Language Models in Meteorology Anomalies Analysis
    SIGKDD 2025 ·
    Jian Chen
    ,
    Peilin Zhou
    ,
    Yining Hua
    ,
    Dading Chong
    ,
    Meng Cao
    ,
    Yaowei Li
    , Wei Chen,
    Bing Zhu
    ,
    Junwei Liang
    ,
    Zixuan Yuan
  3. CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation
    CVPR 2025 · Wei Chen,
    Lin Li
    ,
    Yongqi Yang
    ,
    Bin Wen
    ,
    Fan Yang
    ,
    Tingting Gao
    ,
    Yu Wu
    ,
    Long Chen
  4. Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data
    AAAI 2025 ·
    Ziang Yan
    ,
    Xingyu Zhao
    ,
    Hanqing Ma
    , Wei Chen,
    Jianpeng Qi
    ,
    Yanwei Yu
    ,
    Junyu Dong
  5. Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
    NeurIPS 2025 · Wei Chen,
    Xin Yan
    ,
    Bin Wen
    ,
    Fan Yang
    ,
    Tingting Gao
    ,
    Di Zhang
    ,
    Long Chen
  6. Enhancing Large-Scale Entity Alignment with Critical Structure and High-Quality Context
    ICDE 2025 ·
    Qian Zhou
    , Wei Chen,
    Li Zhang
    ,
    Pengpeng Zhao
    ,
    Jiajie Xu
    ,
    Lei Zhao
  7. Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
    ICLR 2025 · Wei Chen,
    Yuxuan Liang
  8. Nature Makes No Leaps: Building Continuous Location Embeddings with Satellite Imagery from the Web
    WWW 2025 ·
    Xixuan Hao
    , Wei Chen,
    Xingchen Zou
    ,
    Yuxuan Liang
  9. 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
  10. Scalable Trajectory-User Linking with Dual-Stream Representation Networks
    AAAI 2025 ·
    Hao Zhang
    , Wei Chen,
    Xingyu Zhao
    ,
    Jianpeng Qi
    ,
    Guiyuan Jiang
    ,
    Yanwei Yu
  11. 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
  12. 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
  13. 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
  14. 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
  15. Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
    NeurIPS 2024 · Wei Chen,
    Xixuan Hao
    ,
    Yuankai Wu
    ,
    Yuxuan Liang
  16. Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
    IJCAI 2024 ·
    Kang Luo
    ,
    Yuanshao Zhu
    , Wei Chen,
    Kun Wang
    ,
    Zhengyang Zhou
    ,
    Sijie Ruan
    ,
    Yuxuan Liang
  17. UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
    WWW 2024 ·
    Yibo Yan
    ,
    Haomin Wen
    ,
    Siru Zhong
    , Wei Chen,
    Haodong Chen
    ,
    Qingsong Wen
    ,
    Roger Zimmermann
    ,
    Yuxuan Liang