Changze Lv

PhD student, Fudan University

Joined

November 2021

Names

Changze Lv (Preferred)

Emails

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

****@m.fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Fudan University (fudan.edu.cn)

2022 – 2027

Undergrad student

Fudan University (fudan.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Agent Reinforcement Learning

Present

Large Language Models

2023 – Present

Spiking Neural Networks

2022 – Present

Publications

Adaptive Curriculum Strategies: Stabilizing Reinforcement Learning for Large Language Models
Qi Qian, Muling Wu, Zisu Huang, Wenhao Liu, Changze Lv, Xiaohua Wang, Zhenghua Wang, Zhengkang Guo, Zhibo Xu, Lina Chen, Shihan Dou, Pengzhi Chen, Peinan Feng, Yuxiang Guo, LI Miao, Di Liang, Xuanjing Huang, Xiaoqing Zheng
- Submitted to ICLR 2026
- Readers: Everyone
Parallel Training in Spiking Neural Networks
Yanbin Huang, Man Yao, Yuqi Pan, Changze Lv, Siyuan Xu, Xiaoqing Zheng, Bo XU, Guoqi Li
- Submitted to ICLR 2026
- Readers: Everyone
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network
Huijing Zhang, Muyang Cao, Linshan Jiang, Xin Du, Di Yu, Changze Lv, Shuiguang Deng
- ICLR 2026 Poster
- Readers: Everyone
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
Zhengkang Guo, Wenhao Liu, Mingchen Xie, Jingwen Xu, Zisu Huang, Muzhao Tian, Jianhan Xu, Yuanzhe Shen, Qi Qian, Muling Wu, Xiaohua Wang, Heda Wang, Yao Hu, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
- ICLR 2026 Poster
- Readers: Everyone
Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling
Zhenghua Wang, Yiran Ding, Changze Lv, Tianlong Li, Zhibo Xu, Xiaohua Wang, Muling Wu, Tianyuan Shi, Shizheng Li, Qi Qian, Xuanjing Huang, Xiaoqing Zheng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
Yifei Wang, Zhangyanxun, Changze Lv, Yiyang Lu, Jingwen Xu, Xiaohua Wang, Di Yu, Xin Du, Xuanjing Huang, Xiaoqing Zheng
- ICLR 2026 Poster
- Readers: Everyone
Toward Relative Positional Encoding in Spiking Transformers
Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
- NeurIPS 2025 spotlight
- Readers: Everyone
Dendritic Localized Learning: Toward Biologically Plausible Algorithm
Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
- ICML 2025 poster
- Readers: Everyone
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
- NeurIPS 2024 spotlight
- Readers: Everyone
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
- ICML 2024 Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 51 co-authors