PPaperPicks

Yongjun Xu

Chinese Academy and Sciences, Institute of Computing Technology, Beijing, China

28 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6647-0986 ↗Homepage ↗

Venues

SIGKDD ×6AAAI ×5NeurIPS ×5ACM MM ×2CVPR ×2ICML ×2CIKM ×1ICCV ×1ICDE ×1ICLR ×1WSDM ×1WWW ×1

Frequent coauthors

Zhulin An
×18
Fei Wang
×13
Chuanguang Yang
×13
Libo Huang
×12
Boyu Diao
×9
Zezhi Shao
×8
Chengqing Yu
×8
Zhao Zhang
×7
Tangwen Qian
×6
Weilun Feng
×6
Yujie Li
×5
Han Yang
×5

Papers

  1. APT: Affine Prototype-Timestamp for Time Series Forecasting Under Distribution Shift
    AAAI 2026 ·
    Yujie Li
    ,
    Zezhi Shao
    ,
    Chengqing Yu
    ,
    Yisong Fu
    ,
    Tao Sun
    , Yongjun Xu,
    Fei Wang
  2. Bootstrapping in the Loop: Multi-hop Question Answering via Alternating Decomposition and Retrieval
    WSDM 2026 ·
    Jiawei He
    ,
    Zhanpeng Guan
    ,
    Fuwei Zhang
    ,
    Zhao Zhang
    , Yongjun Xu
  3. Incentivizing Agentic Reasoning Capability with Outcome Supervision for Knowledge Base Question Answering
    WWW 2026 ·
    Zhuo Chen
    ,
    Fei Wang
    ,
    Zixuan Li
    ,
    Zhao Zhang
    ,
    Weiwei Ding
    ,
    Chuanguang Yang
    , Yongjun Xu,
    Xiaolong Jin
  4. BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models
    SIGKDD 2025 ·
    Zezhi Shao
    ,
    Yujie Li
    ,
    Fei Wang
    ,
    Chengqing Yu
    ,
    Yisong Fu
    ,
    Tangwen Qian
    ,
    Bin Xu
    ,
    Boyu Diao
    , Yongjun Xu,
    Xueqi Cheng
  5. Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
    ICCV 2025 ·
    Yuqi Li
    ,
    Chuanguang Yang
    ,
    Hansheng Zeng
    ,
    Zeyu Dong
    ,
    Zhulin An
    , Yongjun Xu,
    Yingli Tian
    ,
    Hao Wu
  6. Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning
    ICML 2025 ·
    Xiangqi Li
    ,
    Libo Huang
    ,
    Zhulin An
    ,
    Weilun Feng
    ,
    Chuanguang Yang
    ,
    Boyu Diao
    ,
    Fei Wang
    , Yongjun Xu
  7. HSRDiff: A Hierarchical Self-Regulation Diffusion Model for Stochastic Semantic Segmentation
    AAAI 2025 ·
    Han Yang
    ,
    Chuanguang Yang
    ,
    Zhulin An
    ,
    Libo Huang
    , Yongjun Xu
  8. MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
    AAAI 2025 ·
    Weilun Feng
    ,
    Haotong Qin
    ,
    Chuanguang Yang
    ,
    Zhulin An
    ,
    Libo Huang
    ,
    Boyu Diao
    ,
    Fei Wang
    ,
    Renshuai Tao
    , Yongjun Xu,
    Michele Magno
  9. Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing Rates
    SIGKDD 2025 ·
    Chengqing Yu
    ,
    Fei Wang
    ,
    Chuanguang Yang
    ,
    Zezhi Shao
    ,
    Tao Sun
    ,
    Tangwen Qian
    ,
    Wei Wei
    ,
    Zhulin An
    , Yongjun Xu
  10. Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
    AAAI 2025 ·
    Chuanguang Yang
    ,
    Xinqiang Yu
    ,
    Han Yang
    ,
    Zhulin An
    ,
    Chengqing Yu
    ,
    Libo Huang
    , Yongjun Xu
  11. Multi-party Collaborative Attention Control for Image Customization
    CVPR 2025 ·
    Han Yang
    ,
    Chuanguang Yang
    ,
    Qiuli Wang
    ,
    Zhulin An
    ,
    Weilun Feng
    ,
    Libo Huang
    , Yongjun Xu
  12. On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
    NeurIPS 2025 ·
    Yisong Fu
    ,
    Fei Wang
    ,
    Zezhi Shao
    ,
    Boyu Diao
    ,
    Lin Wu
    ,
    Zhulin An
    ,
    Chengqing Yu
    ,
    Yujie Li
    , Yongjun Xu
  13. Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
    ICML 2025 ·
    Weilun Feng
    ,
    Chuanguang Yang
    ,
    Haotong Qin
    ,
    Xiangqi Li
    ,
    Yu Wang
    ,
    Zhulin An
    ,
    Libo Huang
    ,
    Boyu Diao
    ,
    Zixiang Zhao
    , Yongjun Xu,
    Michele Magno
  14. S2Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
    NeurIPS 2025 ·
    Weilun Feng
    ,
    Haotong Qin
    ,
    Chuanguang Yang
    ,
    Xiangqi Li
    ,
    Han Yang
    ,
    Yuqi Li
    ,
    Zhulin An
    ,
    Libo Huang
    ,
    Michele Magno
    , Yongjun Xu
  15. SMARTraj2: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning
    NeurIPS 2025 ·
    Tangwen Qian
    ,
    Junhe Li
    ,
    Yile Chen
    ,
    Gao Cong
    ,
    Zezhi Shao
    ,
    Jun Zhang
    ,
    Tao Sun
    ,
    Fei Wang
    , Yongjun Xu
  16. STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach
    CIKM 2025 ·
    Yujie Li
    ,
    Zezhi Shao
    ,
    Chengqing Yu
    ,
    Tangwen Qian
    ,
    Zhao Zhang
    ,
    Yifan Du
    ,
    Shaoming He
    ,
    Fei Wang
    , Yongjun Xu
  17. Selective Learning for Deep Time Series Forecasting
    NeurIPS 2025 ·
    Yisong Fu
    ,
    Zezhi Shao
    ,
    Chengqing Yu
    ,
    Yujie Li
    ,
    Zhulin An
    ,
    Qi (Cheems) Wang
    , Yongjun Xu,
    Fei Wang
  18. AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction
    ICDE 2024 ·
    Tangwen Qian
    ,
    Yile Chen
    ,
    Gao Cong
    , Yongjun Xu,
    Fei Wang
  19. CLIP-KD: An Empirical Study of CLIP Model Distillation
    CVPR 2024 ·
    Chuanguang Yang
    ,
    Zhulin An
    ,
    Libo Huang
    ,
    Junyu Bi
    ,
    Xinqiang Yu
    ,
    Han Yang
    ,
    Boyu Diao
    , Yongjun Xu
  20. Continual Learning in the Frequency Domain
    NeurIPS 2024 ·
    Ruiqi Liu
    ,
    Boyu Diao
    ,
    Libo Huang
    ,
    Zijia An
    ,
    Zhulin An
    , Yongjun Xu
  21. Controllable Multi-Behavior Recommendation for In-Game Skins with Large Sequential Model
    SIGKDD 2024 ·
    Yanjie Gou
    ,
    Yuanzhou Yao
    ,
    Zhao Zhang
    ,
    Yiqing Wu
    ,
    Yi Hu
    ,
    Fuzhen Zhuang
    ,
    Jiangming Liu
    , Yongjun Xu
  22. DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
    SIGKDD 2024 ·
    Yiqing Wu
    ,
    Ruobing Xie
    ,
    Zhao Zhang
    ,
    Xu Zhang
    ,
    Fuzhen Zhuang
    ,
    Leyu Lin
    ,
    Zhanhui Kang
    , Yongjun Xu
  23. GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
    SIGKDD 2024 ·
    Chengqing Yu
    ,
    Fei Wang
    ,
    Zezhi Shao
    ,
    Tangwen Qian
    ,
    Zhao Zhang
    ,
    Wei Wei
    , Yongjun Xu
  24. KFC: Knowledge Reconstruction and Feedback Consolidation Enable Efficient and Effective Continual Generative Learning
    ICLR 2024 ·
    Libo Huang
    ,
    Zhulin An
    ,
    Yan Zeng
    ,
    Xiang Zhi
    , Yongjun Xu
  25. Relational Diffusion Distillation for Efficient Image Generation
    ACM MM 2024 ·
    Weilun Feng
    ,
    Chuanguang Yang
    ,
    Zhulin An
    ,
    Libo Huang
    ,
    Boyu Diao
    ,
    Fei Wang
    , Yongjun Xu
  26. Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation
    ACM MM 2024 ·
    Yuting Zhang
    ,
    Zhao Zhang
    ,
    Yiqing Wu
    ,
    Ying Sun
    ,
    Fuzhen Zhuang
    ,
    Wenhui Yu
    ,
    Lantao Hu
    ,
    Han Li
    ,
    Kun Gai
    ,
    Zhulin An
    , Yongjun Xu
  27. Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
    SIGKDD 2024 ·
    Yuting Zhang
    ,
    Yiqing Wu
    ,
    Ruidong Han
    ,
    Ying Sun
    ,
    Yongchun Zhu
    ,
    Xiang Li
    ,
    Wei Lin
    ,
    Fuzhen Zhuang
    ,
    Zhulin An
    , Yongjun Xu
  28. eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation
    AAAI 2024 ·
    Libo Huang
    ,
    Yan Zeng
    ,
    Chuanguang Yang
    ,
    Zhulin An
    ,
    Boyu Diao
    , Yongjun Xu