Xianglong Yan

Undergrad student, Shanghai Jiaotong University

Joined

September 2024

Names

Xianglong Yan (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Undergrad student

Shanghai Jiaotong University (sjtu.edu)

2023 – 2027

Advisors, Relations & Conflicts

Coauthor

Tianao Zhang

Present

Coauthor

Yulun Zhang

2024 – Present

Coauthor

Zhiteng Li

2024 – Present

Expertise

LLM

Present

Quantization

Present

KV Cache Compression

Present

Publications

RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
Kaicheng Yang, Xun Zhang, Haotong Qin, Yucheng Lin, Kaisen Yang, Xianglong Yan, Yulun Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
Progressive Binarization with Semi-Structured Pruning for LLMs
Xianglong Yan, Tianao Zhang, Zhiteng Li, Haotong Qin, Yulun Zhang
- Submitted to ICLR 2026
- Readers: Everyone
ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
Xianglong Yan, Zhiteng Li, Tianao Zhang, Haotong Qin, Linghe Kong, Yulun Zhang, Xiaokang Yang
- Submitted to ICLR 2026
- Readers: Everyone
Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
Tianao Zhang, Zhiteng Li, Xianglong Yan, Haotong Qin, Yong Guo, Yulun Zhang
- ICLR 2026 Poster
- Readers: Everyone
RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
Kaicheng Yang, Xun Zhang, Haotong Qin, Yucheng Lin, Kaisen Yang, Xianglong Yan, Yulun Zhang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
PT$^2$-LLM: Post-Training Ternarization for Large Language Models
Xianglong Yan, ChengZhu Bao, Zhiteng Li, Tianao Zhang, Kaicheng Yang, Haotong Qin, Ruobing Xie, Xingwu Sun, Yulun Zhang
- ICLR 2026 Poster
- Readers: Everyone
Progressive Binarization with Semi-Structured Pruning for LLMs
Xianglong Yan, Tianao Zhang, Zhiteng Li, Yulun Zhang
- CoRR 2025
- Readers: Everyone
ARB-LLM: Alternating Refined Binarizations for Large Language Models
Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, zhongchao shi, Linghe Kong, Yulun Zhang, Xiaokang Yang
- ICLR 2025 Poster
- Readers: Everyone
ARB-LLM: Alternating Refined Binarizations for Large Language Models
Zhiteng Li, Xianglong Yan, Tianao Zhang, Haotong Qin, Dong Xie, Jiang Tian, Zhongchao Shi, Linghe Kong, Yulun Zhang, Xiaokang Yang
- CoRR 2024
- Readers: Everyone

Xianglong Yan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors