Yupeng Chang

According to our database, Yupeng Chang authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

HMambaOcc: Hierarchical Mamba for occupancy flow field prediction in autonomous driving under mixed traffic environments.

Rui He, Zhiwei Meng, Ruo Jia, Shaohua Cui, Sumin Zhang, Yupeng Chang

Expert Syst. Appl., 2026

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling.

Yupeng Chang, Yuan Wu, Yi Chang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

The SGC-Informer-Based Deep Learning Framework: Managing the Efficiency-Accuracy Trade-Off in Vehicle Trajectory Prediction.

Rui He, Zhiwei Meng, Sumin Zhang, Shaohua Cui, Yupeng Chang, Xiaosong Jin, Ri Bai, Tao Xu

IEEE Trans. Veh. Technol., September, 2025

Personalized Car-Following Strategy Based on Convolutional Variational Autoencoder and Mildly Conservative Q-Learning.

Rui He, Yupeng Chang, Sumin Zhang, Zhiwei Meng, Wenfeng Li

IEEE Trans. Veh. Technol., September, 2025

LoRA-GGPO: Mitigating Double Descent in LoRA Fine-Tuning via Gradient-Guided Perturbation Optimization.

Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu

CoRR, February, 2025

Transfer-Prompting: Enhancing Cross-Task Adaptation in Large Language Models via Dual-Stage Prompts Optimization.

Yupeng Chang, Yi Chang, Yuan Wu

CoRR, February, 2025

LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization.

Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Research on Vehicle Trajectory Prediction Methods in Urban Main Road Scenarios.

Sumin Zhang, Ri Bai, Rui He, Zhiwei Meng, Yupeng Chang, Yongshuai Zhi, Ning Sun

IEEE Trans. Intell. Transp. Syst., November, 2024

A Survey on Evaluation of Large Language Models.

Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie

ACM Trans. Intell. Syst. Technol., June, 2024

SSU-Net: A Model for Mapping Burned Areas Using Landsat-8 and Sentinel-2.

Shuai Cui, Jianyang Liu, Yuping Tian, Ying Quan, Bin Wang, Mingze Li, Yuan Zhang, Chengyuan Wang, Yupeng Chang

IEEE Trans. Geosci. Remote. Sens., 2024

Bias-Aware Low-Rank Adaptation: Mitigating Catastrophic Inheritance of Large Language Models.

Yupeng Chang, Yi Chang, Yuan Wu

CoRR, 2024

Trajectory Planning for Autonomous Driving in Unstructured Scenarios Based on Graph Neural Network and Numerical Optimization.

Sumin Zhang, Kuo Li, Rui He, Zhiwei Meng, Yupeng Chang, Xiaosong Jin, Ri Bai

CoRR, 2024