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Chang Liu

Microsoft Research AI4Science, Beijing, China

20 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ICML ×5AAAI ×4CVPR ×4NeurIPS ×3ACM MM ×1ECCV ×1ICLR ×1IROS ×1

Frequent coauthors

Yunyang Li
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Zishan Shu
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Shiyu Li
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Erpai Luo
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Yun Qu
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Jiaxing Wang
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Pengchong Qiao
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Ruoqi Li
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Yian Zhao
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Zun Wang
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Junrong Lian
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Boyuan Wang
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Papers

  1. WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation
    AAAI 2026 ·
    Zishan Shu
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  2. DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs
    AAAI 2025 ·
    Shiyu Li
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  3. E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
    NeurIPS 2025 ·
    Yunyang Li
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  4. Efficient ANN-SNN Conversion with Error Compensation Learning
    ICML 2025 · Chang Liu
  5. Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
    ICML 2025 ·
    Erpai Luo
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  6. Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
    ICLR 2025 ·
    Yunyang Li
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  7. Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
    AAAI 2025 ·
    Yun Qu
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  8. Spherical Scissor-Like Reconfigurable Palm Design in Robotic Hands: Insights from Human Hand Functionality
    IROS 2025 ·
    Jiaxing Wang
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  9. FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-Shot Subject-Driven Generation
    CVPR 2024 ·
    Pengchong Qiao
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  10. From Synthetic to Real: A Calibration-free Pipeline for Few-shot Raw Image Denoising
    CVPR 2024 ·
    Ruoqi Li
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  11. GraCo: Granularity-Controllable Interactive Segmentation
    CVPR 2024 ·
    Yian Zhao
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  12. Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
    NeurIPS 2024 ·
    Zun Wang
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  13. Kepler codebook
    ICML 2024 ·
    Junrong Lian
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  14. LLM-Empowered State Representation for Reinforcement Learning
    ICML 2024 ·
    Boyuan Wang
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  15. MIPI 2024 Challenge on Few-shot RAW Image Denoising: Methods and Results
    CVPR 2024 ·
    Xin Jin
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  16. ParCo: Part-Coordinating Text-to-Motion Synthesis
    ECCV 2024 ·
    Qiran Zou
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  17. Parallel Vertex Diffusion for Unified Visual Grounding
    AAAI 2024 ·
    Zesen Cheng
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  18. Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
    NeurIPS 2024 ·
    Yuxuan Ren
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  19. Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction
    ICML 2024 ·
    He Zhang
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  20. UVMap-ID: A Controllable and Personalized UV Map Generative Model
    ACM MM 2024 ·
    Weijie Wang
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