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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

Bo Liu
×9
Xingchao Liu
×5
Lemeng Wu
×4
Lizhang Chen
×4
Zhangyang Wang
×4
Xixi Hu
×3
Rui Wang
×3
Peihao Wang
×3
Dilin Wang
×3
Sreyas Mohan
×3
Zhiwen Fan
×3
Rakesh Ranjan
×3

Papers

  1. AMO Sampler: Enhancing Text Rendering with Overshooting
    CVPR 2025 ·
    Xixi Hu
    ,
    Keyang Xu
    ,
    Bo Liu
    , Qiang Liu,
    Hongliang Fei
  2. Improving Rectified Flow with Boundary Conditions
    ICCV 2025 ·
    Xixi Hu
    ,
    Runlong Liao
    ,
    Keyang Xu
    ,
    Bo Liu
    ,
    Yeqing Li
    ,
    Eugene Ie
    ,
    Hongliang Fei
    , Qiang Liu
  3. Longhorn: State Space Models are Amortized Online Learners
    ICLR 2025 ·
    Bo Liu
    ,
    Rui Wang
    ,
    Lemeng Wu
    ,
    Yihao Feng
    ,
    Peter Stone
    , Qiang Liu
  4. Memory-Efficient Optimization with Factorized Hamiltonian Descent
    AISTATS 2025 ·
    Son Nguyen
    ,
    Lizhang Chen
    ,
    Bo Liu
    , Qiang Liu
  5. PIPA: Preference Alignment as Prior-Informed Statistical Estimation
    ICML 2025 ·
    Junbo Li
    ,
    Zhangyang Wang
    , Qiang Liu
  6. SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization
    ICML 2025 ·
    Runsheng Bai
    ,
    Bo Liu
    , Qiang Liu
  7. Steepest Descent Density Control for Compact 3D Gaussian Splatting
    CVPR 2025 ·
    Peihao Wang
    ,
    Yuehao Wang
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Zhiwen Fan
    ,
    Lemeng Wu
    ,
    Ruisi Cai
    ,
    Yu-Ying Yeh
    ,
    Zhangyang Wang
    , Qiang Liu,
    Rakesh Ranjan
  8. SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
    AISTATS 2025 ·
    Peihao Wang
    ,
    Zhiwen Fan
    ,
    Dejia Xu
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Forrest N. Iandola
    ,
    Rakesh Ranjan
    ,
    Yilei Li
    , Qiang Liu,
    Zhangyang Wang
    ,
    Vikas Chandra
  9. AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies
    NeurIPS 2024 ·
    Xixi Hu
    , Qiang Liu,
    Xingchao Liu
    ,
    Bo Liu
  10. Communication Efficient Distributed Training with Distributed Lion
    NeurIPS 2024 ·
    Bo Liu
    ,
    Lemeng Wu
    ,
    Lizhang Chen
    ,
    Kaizhao Liang
    ,
    Jiaxu Zhu
    ,
    Chen Liang
    ,
    Raghuraman Krishnamoorthi
    , Qiang Liu
  11. Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
    NeurIPS 2024 ·
    Ruihan Guo
    ,
    Rui Wang
    ,
    Ruidong Wu
    ,
    Zhizhou Ren
    ,
    Jiahan Li
    ,
    Shitong Luo
    ,
    Zuofan Wu
    , Qiang Liu,
    Jian Peng
    ,
    Jianzhu Ma
  12. Evolution-Inspired Loss Functions for Protein Representation Learning
    ICML 2024 ·
    Chengyue Gong
    ,
    Adam R. Klivans
    ,
    James Loy
    ,
    Tianlong Chen
    , Qiang Liu,
    Daniel Jesus Diaz
  13. FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
    ICML 2024 ·
    Ruidong Wu
    ,
    Ruihan Guo
    ,
    Rui Wang
    ,
    Shitong Luo
    ,
    Yue Xu
    ,
    Jiahan Li
    ,
    Jianzhu Ma
    , Qiang Liu,
    Yunan Luo
    ,
    Jian Peng
  14. InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
    ICLR 2024 ·
    Xingchao Liu
    ,
    Xiwen Zhang
    ,
    Jianzhu Ma
    ,
    Jian Peng
    , Qiang Liu
  15. Layer Compression of Deep Networks with Straight Flows
    AAAI 2024 ·
    Chengyue Gong
    ,
    Xiaocong Du
    ,
    Bhargav Bhushanam
    ,
    Lemeng Wu
    ,
    Xingchao Liu
    ,
    Dhruv Choudhary
    ,
    Arun Kejariwal
    , Qiang Liu
  16. Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
    ICLR 2024 ·
    Lizhang Chen
    ,
    Bo Liu
    ,
    Kaizhao Liang
    , Qiang Liu
  17. Memory-Efficient LLM Training with Online Subspace Descent
    NeurIPS 2024 ·
    Kaizhao Liang
    ,
    Bo Liu
    ,
    Lizhang Chen
    , Qiang Liu
  18. PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
    NeurIPS 2024 ·
    Hanshu Yan
    ,
    Xingchao Liu
    ,
    Jiachun Pan
    ,
    Jun Hao Liew
    , Qiang Liu,
    Jiashi Feng
  19. SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow
    ECCV 2024 ·
    Yuanzhi Zhu
    ,
    Xingchao Liu
    , Qiang Liu
  20. Taming Mode Collapse in Score Distillation for Text-to-3D Generation
    CVPR 2024 ·
    Peihao Wang
    ,
    Dejia Xu
    ,
    Zhiwen Fan
    ,
    Dilin Wang
    ,
    Sreyas Mohan
    ,
    Forrest N. Iandola
    ,
    Rakesh Ranjan
    ,
    Yilei Li
    , Qiang Liu,
    Zhangyang Wang
    ,
    Vikas Chandra