Xingrun Xing

PhD student, Institute of automation, Chinese Academy of Sciences

Joined

January 2024

Names

Xingrun Xing (Preferred)

Emails

****@ia.ac.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Institute of automation, Chinese Academy of Sciences (ia.ac.cn)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Jiajun Zhang

2023 – 2026

Expertise

spiking neural network

Present

low-bit quantization

Present

Publications

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Shujun Xia, Haokun Lin, Yichen Wu, Yinan Zhou, Zixuan Li, Zhongwei Wan, Xingrun Xing, Yefeng Zheng, Xiang Li, Caifeng Shan, Zhenan Sun, Quanzheng Li
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Spike-driven Large Language Model
Han Xu, Xuerui Qiu, Baiyu Chen, Xinhao Luo, Xingrun Xing, Jiahong Zhang, Kexin Wang, Di Shang, Bo Lei, Tiejun Huang, Bo XU, Guoqi Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Edge Language Models
Xingrun Xing, Zheng Liu, Shitao Xiao, Boyan Gao, Yiming Liang, Haokun Lin, Xianlin Zeng, Guoqi Li, Jiajun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts
Shujun Xia, Haokun Lin, Yichen Wu, Yinan Zhou, Zixuan Li, Zhongwei Wan, Xingrun Xing, Yefeng Zheng, Xiang Li, Caifeng Shan, Zhenan Sun, Quanzheng Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Generalization via Sharpness-Aware Trajectory Matching for Dataset Condensation
Boyan Gao, Bo Zhao, Shreyank N Gowda, Xingrun Xing, Yibo Yang, Timothy Hospedales, David A. Clifton
- Submitted to ICLR 2026
- Readers: Everyone
PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference
Hao Zhang, Lyu mengsi, ZhuoChen, Xingrun Xing, Yulong Ao, Yonghua Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DenseViG: Decoupled Energy-guided Graph Structure Refinement for Vision GNNs
Xianlin Zeng, Fan Xia, Xingrun Xing
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
Xingrun Xing, Boyan Gao, Zheng Liu, David A. Clifton, Shitao Xiao, Wanpeng Zhang, Li Du, Zheng Zhang, Guoqi Li, Jiajun Zhang
- ICLR 2025 Poster
- Readers: Everyone
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
Wanpeng Zhang, Zilong Xie, Yicheng Feng, Yijiang Li, Xingrun Xing, Sipeng Zheng, Zongqing Lu
- ICLR 2025 Poster
- Readers: Everyone
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
- ICML 2024 Poster
- Readers: Everyone

View all 29 publications

Co-Authors

View all 84 co-authors