Classification of Non-Tumorous Facial Pigmentation Disorders Using Improved Smote and Transfer Learning. - Jiawei Peng; Ruihan Gao; Long D. Nguyen; Yunfeng Liang; Steven Tien Guan Thng; Zhiping Lin 001 (ICIP, 2019)

Classification of Non-Tumorous Facial Pigmentation Disorders using Deep Learning and SMOTE. - Ruihan Gao; Jiawei Peng; Long D. Nguyen; Yunfeng Liang; Steven Tien Guan Thng; Zhiping Lin 001 (ISCAS, 2019)

Polarization-insensitive beam splitters with variable split ratios based on phase gradient metasurfaces. - Haoran Ma; Zhe Shen; Ziyao Wang; Jiawei Peng (UCET, 2020)

Adaptive PID-fractional-order nonsingular terminal sliding mode control for cable-driven manipulators using time-delay estimation. - Yaoyao Wang; Jiawei Peng; Kangwu Zhu; Bai Chen; Hongtao Wu 001 (Int. J. Syst. Sci., 2020)

Classification of Non-tumorous Facial Pigmentation Disorders Using Generative Adversarial Networks and Improved SMOTE. - Jiawei Peng; Ruihan Gao; Steven Thng; Weimin Huang 002; Zhiping Lin 001 (EMBC, 2021)

A hierarchical and parallel framework for End-to-End Aspect-based Sentiment Analysis. - Ding Xiao; Feiyang Ren; Xiaoxuan Pang; Ming Cai; Qianyu Wang; Ming He; Jiawei Peng; Hao Fu (Neurocomputing, 2021)

FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction. - Lvxiaowei Xu; Jianwang Wu; Jiawei Peng; Jiayu Fu; Ming Cai (EMNLP (Findings), 2022)

Enhancing Language Representation with Constructional Information for Natural Language Understanding. - Lvxiaowei Xu; Jianwang Wu; Jiawei Peng; Zhilin Gong; Ming Cai; Tianxiang Wang (ACL (1), 2023)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Songfang Huang; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (ACL (1), 2023)

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape. - Jiacong Xu; Yi Zhang 099; Jiawei Peng; Wufei Ma; Artur Jesslen; Pengliang Ji; Qixin Hu; Jiehua Zhang; Qihao Liu; Jiahao Wang 001; Wei Ji 011; Chen Wang 049; et al. (ICCV, 2023)

Transforming Visual Scene Graphs to Image Captions. - Xu Yang 021; Jiawei Peng; Zihua Wang; Haiyang Xu 001; Qinghao Ye; Chenliang Li; Ming Yan 008; Fei Huang 002; Zhangzikang Li; Yu Zhang 004 (CoRR, 2023)

Learn from structural scope: Improving aspect-level sentiment analysis with hybrid graph convolutional networks. - Lvxiaowei Xu; Xiaoxuan Pang; Jianwang Wu; Ming Cai; Jiawei Peng (Neurocomputing, 2023)

Real-Time UAV Correlation Filter Based on Response-Weighted Background Residual and Spatio-Temporal Regularization. - Junting Lin; Jiawei Peng; Jinchuan Chai (IEEE Geosci. Remote. Sens. Lett., 2023)

Adaptive inverse perspective mapping transformation method for ballasted railway based on differential edge detection and improved perspective mapping model. - Junting Lin; Jiawei Peng (Digit. Signal Process., 2023)

Prescribed-time output stabilization for mismatched uncertain systems using state-feedback control based on extended disturbance observer. - Yinlong Hu; Xuhao Cai; Jiawei Peng; Shang Shi (Autom., 2023)

CoELM: Construction-Enhanced Language Modeling. - Lvxiaowei Xu; Zhilin Gong; Jianhua Dai; Tianxiang Wang; Ming Cai; Jiawei Peng (ACL (1), 2024)

How to Configure Good In-Context Sequence for Visual Question Answering. - Li Li; Jiawei Peng; Huiyi Chen; Chongyang Gao; Xu Yang 021 (CVPR, 2024)

LIVE: Learnable In-Context Vector for Visual Question Answering. - Yingzhe Peng; Chenduo Hao; Xinting Hu; Jiawei Peng; Xin Geng 001; Xu Yang 021 (NeurIPS, 2024)

Learning Part Segmentation from Synthetic Animals. - Jiawei Peng; Ju He; Prakhar Kaushik; Zihao Xiao 001; Jiteng Mu; Alan L. Yuille (WACV (Workshops), 2024)

Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models. - Yuhang Huang; Zihan Wu; Chongyang Gao; Jiawei Peng; Xu Yang 021 (CoRR, 2024)

Learnable In-Context Vector for Visual Question Answering. - Yingzhe Peng; Chenduo Hao; Xu Yang 021; Jiawei Peng; Xinting Hu; Xin Geng 001 (CoRR, 2024)

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism. - Congzhi Zhang; Jiawei Peng; Zhenglin Wang; Yilong Lai; Haowen Sun; Heng Chang; Fei Ma; Weijiang Yu (ACL (1), 2025)

Smooth prediction and spatio-temporal regularization correlation filters for real-time unmanned aerial vehicle tracking. - Junting Lin; Siyuan Liu; Hongyan Zhang; Jiawei Peng; Jinchuan Chai (J. Electronic Imaging, 2025)

Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization. - Huiyi Chen; Jiawei Peng; Kaihua Tang; Xin Geng 001; Xu Yang 021 (CoRR, 2025)

PartInstruct: Part-level Instruction Following for Fine-grained Robot Manipulation. - Yifan Yin; Zhengtao Han; Shivam Aarya; Jianxin Wang; Shuhang Xu; Jiawei Peng; Angtian Wang; Alan L. Yuille; Tianmin Shu (CoRR, 2025)

Unveiling Effective In-Context Configurations for Image Captioning: An External & Internal Analysis. - Li Li; Yongliang Wu; Jingze Zhu; Jiawei Peng; Jianfei Cai 001; Xu Yang 021 (CoRR, 2025)

4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos. - Shanshan Zhong; Jiawei Peng; Zehan Zheng; Zhongzhan Huang; Wufei Ma; Guofeng Zhang 025; Qihao Liu; Alan L. Yuille; Jieneng Chen (CoRR, 2025)

Lightweight real-time detection transformer with Single-Head Self-Attention and Feature Selection for underwater object detection. - Jiawei Peng; Zhiyu Zhou; Haiyan Wang (J. Real Time Image Process., 2025)

Contrastive self-supervised subspace clustering via KAN-based multi-view fusion. - Er Wang; Siyu Chen; Lifan Peng; Xiaoqian Zhang; Yanchi Ou; Jiawei Peng (Expert Syst. Appl., 2026)