Yupeng Chang

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
HMambaOcc: Hierarchical Mamba for occupancy flow field prediction in autonomous driving under mixed traffic environments.
Expert Syst. Appl.
Rui He, Zhiwei Meng, Ruo Jia, Shaohua Cui, Sumin Zhang, Yupeng Chang
2025 J jnl
LoRA-GGPO: Mitigating Double Descent in LoRA Fine-Tuning via Gradient-Guided Perturbation Optimization.
CoRR
Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu
2025 — conf
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization.
EMNLP (Findings)
Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu
2025 J jnl
Personalized Car-Following Strategy Based on Convolutional Variational Autoencoder and Mildly Conservative Q-Learning.
IEEE Trans. Veh. Technol.
Rui He, Yupeng Chang, Sumin Zhang, Zhiwei Meng, Wenfeng Li
2025 J jnl
The SGC-Informer-Based Deep Learning Framework: Managing the Efficiency-Accuracy Trade-Off in Vehicle Trajectory Prediction.
IEEE Trans. Veh. Technol.
Rui He, Zhiwei Meng, Sumin Zhang, Shaohua Cui, Yupeng Chang, Xiaosong Jin, Ri Bai, Tao Xu
2025 J jnl
Transfer-Prompting: Enhancing Cross-Task Adaptation in Large Language Models via Dual-Stage Prompts Optimization.
CoRR
Yupeng Chang, Yi Chang, Yuan Wu
2024 J jnl
A Survey on Evaluation of Large Language Models.
ACM Trans. Intell. Syst. Technol.
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
2024 J jnl
Bias-Aware Low-Rank Adaptation: Mitigating Catastrophic Inheritance of Large Language Models.
CoRR
Yupeng Chang, Yi Chang, Yuan Wu
2024 J jnl
Research on Vehicle Trajectory Prediction Methods in Urban Main Road Scenarios.
IEEE Trans. Intell. Transp. Syst.
Sumin Zhang, Ri Bai, Rui He, Zhiwei Meng, Yupeng Chang, Yongshuai Zhi, Ning Sun
2024 J jnl
SSU-Net: A Model for Mapping Burned Areas Using Landsat-8 and Sentinel-2.
IEEE Trans. Geosci. Remote. Sens.
Shuai Cui, Jianyang Liu, Yuping Tian, Ying Quan, Bin Wang, Mingze Li, Yuan Zhang, Chengyuan Wang, Yupeng Chang
2024 J jnl
Trajectory Planning for Autonomous Driving in Unstructured Scenarios Based on Graph Neural Network and Numerical Optimization.
CoRR
Sumin Zhang, Kuo Li, Rui He, Zhiwei Meng, Yupeng Chang, Xiaosong Jin, Ri Bai
2023 J jnl
A Survey on Evaluation of Large Language Models.
CoRR
Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Kaijie Zhu, Hao Chen, Linyi Yang, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie