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Qiang Liu

University of Texas at Austin, Department of Computer Science, TX, USA

20 papers at tracked venues · 17 at CORE A* · active 2024–2025

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Venues

NeurIPS ×5ICML ×4CVPR ×3ICLR ×3AISTATS ×2AAAI ×1ECCV ×1ICCV ×1

Frequent coauthors

Xixi Hu
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Peihao Wang
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Bo Liu
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Chengyue Gong
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Son Nguyen
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Junbo Li
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Runsheng Bai
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Ruihan Guo
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Ruidong Wu
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Xingchao Liu
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Lizhang Chen
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Kaizhao Liang
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Papers

  1. AMO Sampler: Enhancing Text Rendering with Overshooting
    CVPR 2025 ·
    Xixi Hu
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  2. Improving Rectified Flow with Boundary Conditions
    ICCV 2025 ·
    Xixi Hu
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  3. Longhorn: State Space Models are Amortized Online Learners
    ICLR 2025 ·
    Bo Liu
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  4. Memory-Efficient Optimization with Factorized Hamiltonian Descent
    AISTATS 2025 ·
    Son Nguyen
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  5. PIPA: Preference Alignment as Prior-Informed Statistical Estimation
    ICML 2025 ·
    Junbo Li
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  6. SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
    ICML 2025 ·
    Runsheng Bai
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  7. Steepest Descent Density Control for Compact 3D Gaussian Splatting
    CVPR 2025 ·
    Peihao Wang
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  8. SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
    AISTATS 2025 ·
    Peihao Wang
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  9. AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
    NeurIPS 2024 ·
    Xixi Hu
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  10. Communication Efficient Distributed Training with Distributed Lion
    NeurIPS 2024 ·
    Bo Liu
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  11. Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
    NeurIPS 2024 ·
    Ruihan Guo
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  12. Evolution-Inspired Loss Functions for Protein Representation Learning
    ICML 2024 ·
    Chengyue Gong
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  13. FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
    ICML 2024 ·
    Ruidong Wu
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  14. InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
    ICLR 2024 ·
    Xingchao Liu
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  15. Layer Compression of Deep Networks with Straight Flows
    AAAI 2024 ·
    Chengyue Gong
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  16. Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
    ICLR 2024 ·
    Lizhang Chen
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  17. Memory-Efficient LLM Training with Online Subspace Descent
    NeurIPS 2024 ·
    Kaizhao Liang
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  18. PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
    NeurIPS 2024 ·
    Hanshu Yan
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  19. SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow
    ECCV 2024 ·
    Yuanzhi Zhu
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  20. Taming Mode Collapse in Score Distillation for Text-to-3D Generation
    CVPR 2024 ·
    Peihao Wang
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