Jiaming Tang

PhD student, EECS, Massachusetts Institute of Technology

Joined

January 2023

Names

Jiaming Tang (Preferred)

Emails

****@gmail.com (Confirmed)

****@sjtu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@mit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

EECS, Massachusetts Institute of Technology (mit.edu)

2024 – Present

Undergrad student

Zhiyuan College, Shanghai Jiao Tong University (sjtu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Song Han

2024 – Present

Expertise

Efficient Deep Learning

2023 – Present

Publications

SparseVILA-R1: Decoupling Visual Sparsity for Efficient VLM Reasoning
Samir Khaki, Junxian Guo, Jiaming Tang, Shang Yang, Yukang Chen, Konstantinos N. Plataniotis, Yao Lu, Song Han, Zhijian Liu
- NeurIPS 2025 ER Workshop Spotlight
- Readers: Everyone
Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
Chaofan Lin, Jiaming Tang, Shuo Yang, Hanshuo Wang, Tian Tang, Boyu Tian, Ion Stoica, Song Han, Mingyu Gao
- NeurIPS 2025 spotlight
- Readers: Everyone
Twilight: Adaptive Attention Sparsity with Hierarchical Top-Pruning
Chaofan Lin, Jiaming Tang, Shuo Yang, Hanshuo Wang, Tian Tang, Boyu Tian, Ion Stoica, Song Han, Mingyu Gao
- CoRR 2025
- Readers: Everyone
LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
Shang Yang, Junxian Guo, Haotian Tang, Qinghao Hu, Guangxuan Xiao, Jiaming Tang, Yujun Lin, Zhijian Liu, Yao Lu, Song Han
- CoRR 2025
- Readers: Everyone
AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration
Ji Lin, Jiaming Tang, Haotian Tang, Shang Yang, Guangxuan Xiao, Song Han
- GetMobile Mob. Comput. Commun. 2024
- Readers: Everyone
LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
Shang Yang, Junxian Guo, Haotian Tang, Qinghao Hu, Guangxuan Xiao, Jiaming Tang, Yujun Lin, Zhijian Liu, Yao Lu, Song Han
- MLSys 2025
- Readers: Everyone
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, junxian guo, Shang Yang, Haotian Tang, Yao Fu, Song Han
- ICLR 2025 Poster
- Readers: Everyone
QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference
Jiaming Tang, Yilong Zhao, Kan Zhu, Guangxuan Xiao, Baris Kasikci, Song Han
- ICML 2024 Poster
- Readers: Everyone
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, Junxian Guo, Shang Yang, Haotian Tang, Yao Fu, Song Han
- CoRR 2024
- Readers: Everyone
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
Jiaming Tang, Yilong Zhao, Kan Zhu, Guangxuan Xiao, Baris Kasikci, Song Han
- CoRR 2024
- Readers: Everyone

View all 15 publications

Co-Authors

View all 38 co-authors