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Guangyi Chen

Mohamed bin Zayed University of Artificial Intelligence, Masdar City, Abu Dhabi, AE

29 papers at tracked venues · 27 at CORE A* · active 2024–2026

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Venues

NeurIPS ×9ICLR ×7ICML ×5CVPR ×2WWW ×2AAAI ×1ACL ×1ECCV ×1EMNLP ×1

Frequent coauthors

Zijian Li
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Shaoan Xie
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Yuke Li
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Loka Li
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Lingjing Kong
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Ignavier Ng
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Yuewen Sun
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Jiayou Zhang
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Ruichu Cai
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Zeyu Tang
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Yunlong Deng
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Xiangchen Song
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Papers

  1. Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards
    ACL 2026 ·
    Shaoan Xie
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  2. A General Representation-Based Approach to Multi-Source Domain Adaptation
    ICML 2025 ·
    Ignavier Ng
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  3. Causal Representation Learning from Multimodal Biomedical Observations
    ICLR 2025 ·
    Yuewen Sun
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  4. CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
    NeurIPS 2025 · Guangyi Chen
  5. Dimensional Collapse in VQVAEs: Evidence and Remedies
    NeurIPS 2025 ·
    Jiayou Zhang
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  6. Identification of Intermittent Temporal Latent Process
    ICLR 2025 ·
    Yuke Li
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  7. Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals
    WWW 2025 ·
    Ruichu Cai
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  8. Learning Vision and Language Concepts for Controllable Image Generation
    ICML 2025 ·
    Shaoan Xie
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  9. On the Identification of Temporal Causal Representation with Instantaneous Dependence
    ICLR 2025 ·
    Zijian Li
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  10. Online Time Series Forecasting with Theoretical Guarantees
    NeurIPS 2025 ·
    Zijian Li
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  11. Reflection-Window Decoding: Text Generation with Selective Refinement
    ICML 2025 ·
    Zeyu Tang
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  12. SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
    CVPR 2025 ·
    Shaoan Xie
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  13. Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
    ICLR 2025 ·
    Zijian Li
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  14. Towards Identifiability of Hierarchical Temporal Causal Representation Learning
    NeurIPS 2025 ·
    Zijian Li
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  15. Towards Self-Refinement of Vision-Language Models with Triangular Consistency
    NeurIPS 2025 ·
    Yunlong Deng
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  16. CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
    ICML 2024 · Guangyi Chen
  17. Causal Temporal Representation Learning with Nonstationary Sparse Transition
    NeurIPS 2024 ·
    Xiangchen Song
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  18. Efficient Inference of Vision Instruction-Following Models with Elastic Cache
    ECCV 2024 ·
    Zuyan Liu
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  19. Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
    EMNLP 2024 ·
    Hanqi Yan
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  20. Federated Causal Discovery from Heterogeneous Data
    ICLR 2024 ·
    Loka Li
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  21. LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer
    ICLR 2024 · Guangyi Chen
  22. Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition
    ICML 2024 ·
    Yuke Li
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  23. Learning Discrete Concepts in Latent Hierarchical Models
    NeurIPS 2024 ·
    Lingjing Kong
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  24. MuGSI: Distilling GNNs with Multi-Granularity Structural Information for Graph Classification
    WWW 2024 ·
    Tianjun Yao
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  25. Narrative Action Evaluation with Prompt-Guided Multimodal Interaction
    CVPR 2024 ·
    Shiyi Zhang
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  26. On Causal Discovery in the Presence of Deterministic Relations
    NeurIPS 2024 ·
    Loka Li
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  27. S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment
    AAAI 2024 ·
    Sheng Zhang
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  28. Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
    ICLR 2024 ·
    Songyao Jin
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  29. Towards Understanding Extrapolation: a Causal Lens
    NeurIPS 2024 ·
    Lingjing Kong
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