Shengjia Zhang

According to our database, Shengjia Zhang authored at least 17 papers between 2021 and 2026.

Collaborative distances:

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

2026

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models.

Weiqin Yang, Bohao Wang, Zhenxiang Xu, Jiawei Chen, Shengjia Zhang, Jingbang Chen, Canghong Jin, Can Wang

CoRR, January, 2026

Video tampering detection with forgery trace-aware swin transformer.

Zhentao Hu, Shengjia Zhang, Fuyi Liu

Neurocomputing, 2026

Image splicing localization based on dual-stream spatial-noise learning and hierarchical frequency fusion.

Zhentao Hu, Fuyi Liu, Shengjia Zhang, Yujie Su

Appl. Soft Comput., 2026

Talos: Optimizing Top-K Accuracy in Recommender Systems.

Shengjia Zhang, Weiqin Yang, Jiawei Chen, Peng Wu, Yuegang Sun, Gang Wang, Qihao Shi, Can Wang

Proceedings of the ACM Web Conference 2026, 2026

2025

OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation.

Shengjia Zhang, Junjie Wu, Jiawei Chen, Changwang Zhang, Xingyu Lou, Wangchunshu Zhou, Sheng Zhou, Can Wang, Jun Wang

CoRR, June, 2025

Breaking the Top-<i>K</i> Barrier: Advancing Top-<i>K</i> Ranking Metrics Optimization in Recommender Systems.

Weiqin Yang, Jiawei Chen, Shengjia Zhang, Peng Wu, Yuegang Sun, Yan Feng, Chun Chen, Can Wang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution.

Shengjia Zhang, Jiawei Chen, Changdong Li, Sheng Zhou, Qihao Shi, Yan Feng, Chun Chen, Can Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Complex Gaussian Fuzzy Numbers-Based Multisource Information Fusion for Pattern Classification.

Shengjia Zhang, Mingrui Yin, Fuyuan Xiao, Zehong Cao, Danilo Pelusi

IEEE Trans. Fuzzy Syst., May, 2024

Unsupervised Multi-collaborative Learning Network for 3D Face Reconstruction.

Wenlong Lu, Suping Wu, Xitie Zhang, Shengjia Zhang

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

GFAvatar: A High-Quality Facial Avatar Reconstruction Method.

Shengjia Zhang, Suping Wu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Crafting Lifelike Avatars: Model Compression and Advanced Rendering Techniques.

Shengjia Zhang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Finding High-Quality Item Attributes for Recommendation.

Xiaolin Zheng, Yanchao Tan, Yan Wang, Xiangyu Wei, Shengjia Zhang, Chaochao Chen, Longfei Li, Carl Yang

IEEE Trans. Knowl. Data Eng., August, 2023

A TFN-based uncertainty modeling method in complex evidence theory for decision making.

Shengjia Zhang, Fuyuan Xiao

Inf. Sci., 2023

2022

Data-Free Area Detection and Evaluation for Marine Satellite Data Products.

Shengjia Zhang, Hongchun Zhu, Jie Li, Yanrui Yang, Haiying Liu

Remote. Sens., 2022

2021

Extracting Terrain Texture Features for Landform Classification Using Wavelet Decomposition.

Yuexue Xu, Shengjia Zhang, Jinyu Li, Haiying Liu, Hongchun Zhu

ISPRS Int. J. Geo Inf., 2021

Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning.

Shengjia Zhang, Tiancheng Lin, Yi Xu

CoRR, 2021

Synthesizing Fundus Photographies for Training Segmentation Networks.

Jannes Magnusson, Ahmed J. Afifi, Shengjia Zhang, Andreas Ley, Olaf Hellwich

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021