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Weitong Chen

15 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

CIKM ×8AAAI ×1ECAI ×1ICLR ×1NAACL ×1SDM ×1SIGKDD ×1WWW ×1

Frequent coauthors

Wei Emma Zhang
×11
Miao Xu
×10
Liangwei Nathan Zheng
×6
Olaf Maennel
×6
Lin Yue
×6
Shaofei Shen
×4
Chenhao Zhang
×4
Chang George Dong
×4
Wenhao Liang
×3
Alina Bialkowski
×3
Quan Z. Sheng
×2
Yawen Zhao
×2

Papers

  1. Lifting Manifolds to Mitigate Pseudo-Alignment in LLM4TS
    WWW 2026 ·
    Liangwei Nathan Zheng
    ,
    Wenhao Liang
    ,
    Wei Emma Zhang
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  2. Adaptive Spline Networks in the Kolmogorov-Arnold Framework: Knot Analysis and Stability Enhancement
    CIKM 2025 ·
    Liangwei Nathan Zheng
    ,
    Wei Emma Zhang
    ,
    Lin Yue
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  3. Calibrating on Kolmogorov-Arnold Network
    CIKM 2025 ·
    Wenhao Liang
    ,
    Wei Emma Zhang
    ,
    Lin Yue
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  4. Calibrating on Medical Segmentation Model through Signed Distance
    CIKM 2025 ·
    Wenhao Liang
    ,
    Wei Emma Zhang
    ,
    Lin Yue
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  5. MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning
    CIKM 2025 ·
    Lishan Yang
    ,
    Wei Emma Zhang
    ,
    Quan Z. Sheng
    ,
    Lina Yao
    , Weitong Chen,
    Ali Shakeri
  6. Machine Unlearning for Streaming Forgetting
    ECAI 2025 ·
    Shaofei Shen
    ,
    Chenhao Zhang
    ,
    Yawen Zhao
    ,
    Alina Bialkowski
    , Weitong Chen,
    Miao Xu
  7. Toward Efficient Data-Free Unlearning
    AAAI 2025 ·
    Chenhao Zhang
    ,
    Shaofei Shen
    , Weitong Chen,
    Miao Xu
  8. Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment
    SIGKDD 2025 ·
    Liangwei Nathan Zheng
    ,
    Chang George Dong
    ,
    Wei Emma Zhang
    ,
    Lin Yue
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  9. Automatic, Meta and Human Evaluation for Multimodal Summarization with Multimodal Output
    NAACL 2024 ·
    Haojie Zhuang
    ,
    Wei Emma Zhang
    ,
    Leon Xie
    , Weitong Chen,
    Jian Yang
    ,
    Quan Sheng
  10. Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble
    CIKM 2024 ·
    Chang George Dong
    ,
    Zhengyang David Li
    ,
    Liangwei Nathan Zheng
    , Weitong Chen,
    Wei Emma Zhang
  11. CaMU: Disentangling Causal Effects in Deep Model Unlearning
    SDM 2024 ·
    Shaofei Shen
    ,
    Chenhao Zhang
    ,
    Alina Bialkowski
    , Weitong Chen,
    Miao Xu
  12. Devil in the Tail: A Multi-Modal Framework for Drug-Drug Interaction Prediction in Long Tail Distinction
    CIKM 2024 ·
    Liangwei Nathan Zheng
    ,
    Chang George Dong
    ,
    Wei Emma Zhang
    ,
    Xin Chen
    ,
    Lin Yue
    , Weitong Chen
  13. Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics
    CIKM 2024 ·
    Liangwei Nathan Zheng
    ,
    Zhengyang Li
    ,
    Chang George Dong
    ,
    Wei Emma Zhang
    ,
    Lin Yue
    ,
    Miao Xu
    ,
    Olaf Maennel
    , Weitong Chen
  14. Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models
    ICLR 2024 ·
    Shaofei Shen
    ,
    Chenhao Zhang
    ,
    Yawen Zhao
    ,
    Alina Bialkowski
    , Weitong Chen,
    Miao Xu
  15. Not All Negatives are Equally Negative: Soft Contrastive Learning for Unsupervised Sentence Representations
    CIKM 2024 ·
    Haojie Zhuang
    ,
    Wei Emma Zhang
    ,
    Jian Yang
    , Weitong Chen,
    Quan Z. Sheng