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ORCIDYupeng Chang
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2020 – today
- 2026
[j6]Rui He, Zhiwei Meng
, Ruo Jia, Shaohua Cui, Sumin Zhang, Yupeng Chang:
HMambaOcc: Hierarchical Mamba for occupancy flow field prediction in autonomous driving under mixed traffic environments. Expert Syst. Appl. 299: 130056 (2026)- [c3]Yupeng Chang, Yuan Wu, Yi Chang:
BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards. ACL (Findings) 2026: 1706-1725 - [c2]Yupeng Chang, Yuan Wu, Yi Chang:
SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling. ACL (1) 2026: 3993-4005 - [i7]Yupeng Chang, Yuan Wu, Yi Chang:
BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards. CoRR abs/2606.28707 (2026) - [i6]Yupeng Chang, Yuan Wu, Yi Chang:
SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling. CoRR abs/2607.16252 (2026) - 2025
- [j5]Rui He, Yupeng Chang, Sumin Zhang, Zhiwei Meng, Wenfeng Li:
Personalized Car-Following Strategy Based on Convolutional Variational Autoencoder and Mildly Conservative Q-Learning. IEEE Trans. Veh. Technol. 74(9): 13372-13386 (2025) - [j4]Rui He, Zhiwei Meng, Sumin Zhang, Shaohua Cui, Yupeng Chang, Xiaosong Jin, Ri Bai, Tao Xu:
The SGC-Informer-Based Deep Learning Framework: Managing the Efficiency-Accuracy Trade-Off in Vehicle Trajectory Prediction. IEEE Trans. Veh. Technol. 74(9): 13492-13507 (2025) - [c1]Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu:
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization. EMNLP (Findings) 2025: 648-659 - [i5]Yupeng Chang, Yi Chang, Yuan Wu:
Transfer-Prompting: Enhancing Cross-Task Adaptation in Large Language Models via Dual-Stage Prompts Optimization. CoRR abs/2502.14211 (2025) - [i4]Yupeng Chang, Chenlu Guo, Yi Chang, Yuan Wu:
LoRA-GGPO: Mitigating Double Descent in LoRA Fine-Tuning via Gradient-Guided Perturbation Optimization. CoRR abs/2502.14538 (2025) - 2024
- [j3]Shuai Cui, Jianyang Liu, Yuping Tian, Ying Quan, Bin Wang, Mingze Li, Yuan Zhang, Chengyuan Wang, Yupeng Chang:
SSU-Net: A Model for Mapping Burned Areas Using Landsat-8 and Sentinel-2. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j2]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:
A Survey on Evaluation of Large Language Models. ACM Trans. Intell. Syst. Technol. 15(3): 39:1-39:45 (2024) - [j1]Sumin Zhang, Ri Bai, Rui He, Zhiwei Meng, Yupeng Chang, Yongshuai Zhi, Ning Sun:
Research on Vehicle Trajectory Prediction Methods in Urban Main Road Scenarios. IEEE Trans. Intell. Transp. Syst. 25(11): 16392-16408 (2024) - [i3]Sumin Zhang, Kuo Li, Rui He, Zhiwei Meng, Yupeng Chang, Xiaosong Jin, Ri Bai:
Trajectory Planning for Autonomous Driving in Unstructured Scenarios Based on Graph Neural Network and Numerical Optimization. CoRR abs/2406.08855 (2024) - [i2]Yupeng Chang, Yi Chang, Yuan Wu:
Bias-Aware Low-Rank Adaptation: Mitigating Catastrophic Inheritance of Large Language Models. CoRR abs/2408.04556 (2024) - 2023
- [i1]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:
A Survey on Evaluation of Large Language Models. CoRR abs/2307.03109 (2023)
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