Yuezhou Hu

13 papers A* 3Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Residual Context Diffusion Language Models.
CoRR
Yuezhou Hu, Harman Singh, Monishwaran Maheswaran, Haocheng Xi, Coleman Hooper, Jintao Zhang, Aditya Tomar, Michael W. Mahoney, Sewon Min, Mehrdad Farajtabar, Kurt Keutzer, Amir Gholami, Chenfeng Xu
2026 J jnl
SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning.
CoRR
Jintao Zhang, Kai Jiang, Chendong Xiang, Weiqi Feng, Yuezhou Hu, Haocheng Xi, Jianfei Chen, Jun Zhu
2025 J jnl
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders.
CoRR
Yuezhou Hu, Jiaxin Guo, Xinyu Feng, Tuo Zhao
2025 J jnl
Arbitrage: Efficient Reasoning via Advantage-Aware Speculation.
CoRR
Monishwaran Maheswaran, Rishabh Tiwari, Yuezhou Hu, Kerem Dilmen, Coleman Hooper, Haocheng Xi, Nicholas Lee, Mehrdad Farajtabar, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2025 J jnl
CAST: Continuous and Differentiable Semi-Structured Sparsity-Aware Training for Large Language Models.
CoRR
Weiyu Huang, Yuezhou Hu, Jun Zhu, Jianfei Chen
2025 J jnl
Identifying Sensitive Weights via Post-quantization Integral.
CoRR
Yuezhou Hu, Weiyu Huang, Zichen Liang, Chang Chen, Jintao Zhang, Jun Zhu, Jianfei Chen
2025 J jnl
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs.
CoRR
Wonjun Kang, Kevin Galim, Seunghyuk Oh, Minjae Lee, Yuchen Zeng, Shuibai Zhang, Coleman Hooper, Yuezhou Hu, Hyung Il Koo, Nam Ik Cho, Kangwook Lee
2025 A* conf
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training.
AAAI
Weiyu Huang, Yuezhou Hu, Guohao Jian, Jun Zhu, Jianfei Chen
2024 J jnl
Accelerating Transformer Pre-Training with 2: 4 Sparsity.
CoRR
Yuezhou Hu, Kang Zhao, Weiyu Huang, Jianfei Chen, Jun Zhu
2024 A* conf
Accelerating Transformer Pre-training with 2: 4 Sparsity.
ICML
Yuezhou Hu, Kang Zhao, Weiyu Huang, Jianfei Chen, Jun Zhu
2024 J jnl
Pruning Large Language Models with Semi-Structural Adaptive Sparse Training.
CoRR
Weiyu Huang, Guohao Jian, Yuezhou Hu, Jun Zhu, Jianfei Chen
2024 A* conf
S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training.
NeurIPS
Yuezhou Hu, Jun Zhu, Jianfei Chen
2024 J jnl
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training.
CoRR
Yuezhou Hu, Jun Zhu, Jianfei Chen