Jianfei Chen

Tsinghua University, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-9279-6098 ↗Homepage ↗

Venues

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

Frequent coauthors

Jun Zhu

×18

Haocheng Xi

×6

Jintao Zhang

×6

Kaiwen Zheng

×4

Jia Wei

×4

Han Cai

×3

Kurt Keutzer

×3

Song Han

×3

Guande He

×3

Fan Bao

×3

Kang Zhao

×3

Yuezhou Hu

×3

Papers

COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training
ICLR 2025 ·
Haocheng Xi
,
Han Cai
,
Ligeng Zhu
,
Yao Lu
,
Kurt Keutzer
, Jianfei Chen,
Song Han
Diffusion Bridge Implicit Models
ICLR 2025 ·
Kaiwen Zheng
,
Guande He
, Jianfei Chen,
Fan Bao
,
Jun Zhu
Elucidating the Preconditioning in Consistency Distillation
ICLR 2025 ·
Kaiwen Zheng
,
Guande He
, Jianfei Chen,
Fan Bao
,
Jun Zhu
FrameBridge: Improving Image-to-Video Generation with Bridge Models
ICML 2025 ·
Yuji Wang
,
Zehua Chen
,
Xiaoyu Chen
,
Yixiang Wei
,
Jun Zhu
, Jianfei Chen
Maximum Redundancy Pruning: A Principle-Driven Layerwise Sparsity Allocation for LLMs
ACM MM 2025 ·
Chang Gao
,
Kang Zhao
,
Runqi Wang
, Jianfei Chen,
Liping Jing
On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
ICLR 2025 ·
Bingrui Li
,
Wei Huang
,
Andi Han
,
Zhanpeng Zhou
,
Taiji Suzuki
,
Jun Zhu
, Jianfei Chen
Oscillation-Reduced MXFP4 Training for Vision Transformers
ICML 2025 ·
Yuxiang Chen
,
Haocheng Xi
,
Jun Zhu
, Jianfei Chen
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
AAAI 2025 ·
Weiyu Huang
,
Yuezhou Hu
,
Guohao Jian
,
Jun Zhu
, Jianfei Chen
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
ICLR 2025 ·
Ziteng Wang
,
Jun Zhu
, Jianfei Chen
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
ICML 2025 ·
Jintao Zhang
,
Haofeng Huang
,
Pengle Zhang
,
Jia Wei
,
Jun Zhu
, Jianfei Chen
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
NeurIPS 2025 ·
Jintao Zhang
,
Jia Wei
,
Haoxu Wang
,
Pengle Zhang
,
Xiaoming Xu
,
Haofeng Huang
,
Kai Jiang
, Jianfei Chen,
Jun Zhu
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
ICLR 2025 ·
Jintao Zhang
,
Jia Wei
,
Pengle Zhang
,
Jun Zhu
, Jianfei Chen
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
ICML 2025 ·
Jintao Zhang
,
Chendong Xiang
,
Haofeng Huang
,
Jia Wei
,
Haocheng Xi
,
Jun Zhu
, Jianfei Chen
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
ICML 2025 ·
Haocheng Xi
,
Shuo Yang
,
Yilong Zhao
,
Chenfeng Xu
,
Muyang Li
,
Xiuyu Li
,
Yujun Lin
,
Han Cai
,
Jintao Zhang
,
Dacheng Li
, Jianfei Chen,
Ion Stoica
,
Kurt Keutzer
,
Song Han
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
NeurIPS 2025 ·
Shuo Yang
,
Haocheng Xi
,
Yilong Zhao
,
Muyang Li
,
Jintao Zhang
,
Han Cai
,
Yujun Lin
,
Xiuyu Li
,
Chenfeng Xu
,
Kelly Peng
, Jianfei Chen,
Song Han
,
Kurt Keutzer
,
Ion Stoica
Visual Generation Without Guidance
ICML 2025 ·
Huayu Chen
,
Kai Jiang
,
Kaiwen Zheng
, Jianfei Chen,
Hang Su
,
Jun Zhu
Accelerating Transformer Pre-training with 2: 4 Sparsity
ICML 2024 ·
Yuezhou Hu
,
Kang Zhao
,
Weiyu Huang
, Jianfei Chen,
Jun Zhu
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
NeurIPS 2024 ·
Tianjiao Luo
,
Tim Pearce
,
Huayu Chen
, Jianfei Chen,
Jun Zhu
Consistency Diffusion Bridge Models
NeurIPS 2024 ·
Guande He
,
Kaiwen Zheng
, Jianfei Chen,
Fan Bao
,
Jun Zhu
Efficient Backpropagation with Variance Controlled Adaptive Sampling
ICLR 2024 ·
Ziteng Wang
, Jianfei Chen,
Jun Zhu
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
ICML 2024 ·
Haocheng Xi
,
Yuxiang Chen
,
Kang Zhao
,
Kai Jun Teh
, Jianfei Chen,
Jun Zhu
S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training
NeurIPS 2024 ·
Yuezhou Hu
,
Jun Zhu
, Jianfei Chen