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Jianfei Chen

Tsinghua University, Beijing, China

22 papers at tracked venues · 22 at CORE A* · active 2024–2025

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Venues

ICML ×8ICLR ×7NeurIPS ×5AAAI ×1ACM MM ×1

Frequent coauthors

Jintao Zhang
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Haocheng Xi
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Kaiwen Zheng
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Ziteng Wang
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Yuezhou Hu
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Yuji Wang
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Chang Gao
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Bingrui Li
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Yuxiang Chen
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Weiyu Huang
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Shuo Yang
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Huayu Chen
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Papers

  1. COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training
    ICLR 2025 ·
    Haocheng Xi
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  2. Diffusion Bridge Implicit Models
    ICLR 2025 ·
    Kaiwen Zheng
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  3. Elucidating the Preconditioning in Consistency Distillation
    ICLR 2025 ·
    Kaiwen Zheng
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  4. FrameBridge: Improving Image-to-Video Generation with Bridge Models
    ICML 2025 ·
    Yuji Wang
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  5. Maximum Redundancy Pruning: A Principle-Driven Layerwise Sparsity Allocation for LLMs
    ACM MM 2025 ·
    Chang Gao
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  6. On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
    ICLR 2025 ·
    Bingrui Li
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  7. Oscillation-Reduced MXFP4 Training for Vision Transformers
    ICML 2025 ·
    Yuxiang Chen
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  8. Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
    AAAI 2025 ·
    Weiyu Huang
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  9. ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
    ICLR 2025 ·
    Ziteng Wang
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  10. SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
    ICML 2025 ·
    Jintao Zhang
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  11. SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
    NeurIPS 2025 ·
    Jintao Zhang
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  12. SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
    ICLR 2025 ·
    Jintao Zhang
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  13. SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
    ICML 2025 ·
    Jintao Zhang
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  14. Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    ICML 2025 ·
    Haocheng Xi
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  15. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    NeurIPS 2025 ·
    Shuo Yang
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  16. Visual Generation Without Guidance
    ICML 2025 ·
    Huayu Chen
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  17. Accelerating Transformer Pre-training with 2: 4 Sparsity
    ICML 2024 ·
    Yuezhou Hu
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  18. C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
    NeurIPS 2024 ·
    Tianjiao Luo
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  19. Consistency Diffusion Bridge Models
    NeurIPS 2024 ·
    Guande He
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  20. Efficient Backpropagation with Variance Controlled Adaptive Sampling
    ICLR 2024 ·
    Ziteng Wang
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  21. Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
    ICML 2024 ·
    Haocheng Xi
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  22. S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training
    NeurIPS 2024 ·
    Yuezhou Hu
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