| 2026 | ACL | GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation. | Jiarui Ji, Zehua Zhang, Zhewei Wei, Bin Tong, Guan Wang, Bo Zheng |
| 2026 | WWW | A Generative Contextual Comprehension Paradigm for Takeout Ranking Model. | Ziheng Ni, Congcong Liu, Cai Shang, Yiming Sun, Junjie Li, Zhiwei Fang, Guangpeng Chen, Li Jian, Zehua Zhang, Changping Peng, Zhangang Lin, Ching Law, Jingping Shao |
| 2026 | WWW | Think Then Recommend: An LLM-Powered Multi-Agent Framework for Personalized Conversational Recommender System in E-Commerce. | Yuankun Zu, Xiangyu Cai, Chuchu Yu, Hao Peng, Jia Duan, Long Chen, Kunyao Wang, Zehua Zhang, Changping Peng, Zhangang Lin, Ching Law |
| 2025 | CIKM | SMTIR: Scenario-Aware Multi-Trigger Induction Network for CTR Prediction. | Xuan Ma, Yu Shi, Hao Peng, Jia Duan, Zhanhao Ye, Kunyao Wang, Kai Yan, Long Chen, Zehua Zhang, Changping Peng, Zhangang Lin, Ching Law |
| 2025 | ICASSP | Hybrid Feature Global Attention Network for Noisy-reverberant Speech Enhancement. | Zehua Zhang, Shiyun Xu, Yinghan Cao, Changjun He |
| 2025 | ICASSP | PriorSinger: Singing Voice Synthesis Model with Prior Condition Cross Attention. | Zehua Zhang, Bosong Yan, Yinghan Cao, Mingjiang Wang |
| 2025 | ICCAD | 3D-MoE: Accelerating Multi-Expert Activated LLMs on 3D In/Near-Memory Computing Architecture via Hybrid Parallelism. | Xinyu Qu, Zehua Zhang, Runnan Xu, Yufei Ma |
| 2025 | IJCNN | Unimodality-Supervised Contrastive Learning and Inference Enhancement Method for Medical Visual Question Answering. | Yunlong Tian, Zhaowei Qu, Zehua Zhang, Dongxin Zhou, Mujin Liu |
| 2025 | ISMAR | Attention-VR: predicting VIMS from attention-weighted multi-modal movement data. | Eunhee Chang, Eunchae Lim, Hyunwoo Cho, Jonathon Derek Hart, Arindam Dey, Zehua Zhang, Hyung-Jeong Yang, Mark Billinghurst |
| 2025 | VTC | MOA-RHS: Maximized Order Acceptance Ride-Hailing Scheme with Collusion Resistance. | Chengzhe Lai, Zehua Zhang |
| 2025 | WWW | An Unbiased Entire-Space Causal Framework for Click-Through Rate Estimation in Pre-Ranking. | Xuanlin Li, Xiangyu Cai, Hao Peng, Jia Duan, Wei Wang, Zehua Zhang, Changping Peng, Zhangang Lin, Ching Law, Jingping Shao |
| 2025 | SIGIR | Graph Isomorphism Network-Based Cohort Modeling In Click-Through Rate Prediction. | Xuan Ma, Hao Peng, Jia Duan, Zhanhao Ye, Langlang Ye, Zehua Zhang, Jie He, Changping Peng, Zhangang Lin |
| 2025 | TrustCom | Mixture of Experts Representation Learning Scheme for Multi-View Android Malware Detection. | Jiaxiong Chen, Shuaishuai Tan, Jinchuan Liu, Zehua Zhang, Jianjun Zhou, Qiannan Lin, Haowen Tan |
| 2024 | ECCV | Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection. | Hu Cao, Zehua Zhang, Yan Xia, Xinyi Li, Jiahao Xia, Guang Chen, Alois Knoll |
| 2024 | ICASSP | Lightweight Multi-Axial Transformer with Frequency Prompt for Single Channel Speech Enhancement. | Xingwei Liang, Zehua Zhang, Mingjiang Wang, Ruifeng Xu |
| 2024 | ICASSP | Hybrid Attention Time-Frequency Analysis Network for Single-Channel Speech Enhancement. | Zehua Zhang, Xingwei Liang, Ruifeng Xu, Mingjiang Wang |
| 2024 | IGARSS | SCR Weighting and Robust Peak Positioning in Phase Difference Algorithm for Stripmap SAR. | Chengyi Tu, Xing Chen, Zehua Zhang, Zhen Dong |
| 2024 | IJCNN | CRTGAN: Controllable Road Network Graphs Generation via Transformer based GAN. | Tao Li, Ruihang Li, Shanding Ye, Zehua Zhang, Zhe Yin, Shijian Li, Zhijie Pan |
| 2024 | Interspeech | Lightweight Dynamic Sparse Transformer for Monaural Speech Enhancement. | Zehua Zhang, Xuyi Zhuang, Yukun Qian, Mingjiang Wang |
| 2024 | RecSys | Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. | Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy |
| 2023 | CIKM | Dynamic Group Parameter Modeling for Click-Through-Rate Prediction. | Xuan Ma, Jian Wang, Zhiyuan Chen, Zehua Zhang, Jie He, Changping Peng, Zhangang Lin, Jingping Shao |
| 2023 | ICASSP | Half-Temporal and Half-Frequency Attention U | Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Yukun Qian, Lianyu Zhou, Mingjiang Wang |
| 2023 | ICASSP | Two-Stage UNet with Multi-Axis Gated Multilayer Perceptron for Monaural Noisy-Reverberant Speech Enhancement. | Zehua Zhang, Shiyun Xu, Xuyi Zhuang, Lianyu Zhou, Heng Li, Mingjiang Wang |
| 2022 | ETRA | Can Gaze Inform Egocentric Action Recognition? | Zehua Zhang, David Crandall, Michael J. Proulx, Sachin S. Talathi, Abhishek Sharma |
| 2022 | ICASSP | FB-MSTCN: A Full-Band Single-Channel Speech Enhancement Method Based on Multi-Scale Temporal Convolutional Network. | Zehua Zhang, Lu Zhang, Xuyi Zhuang, Yukun Qian, Heng Li, Mingjiang Wang |
| 2022 | Interspeech | Coarse-Grained Attention Fusion With Joint Training Framework for Complex Speech Enhancement and End-to-End Speech Recognition. | Xuyi Zhuang, Lu Zhang, Zehua Zhang, Yukun Qian, Mingjiang Wang |
| 2022 | PAKDD | Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node Similarity. | Runze Wang, Zehua Zhang, Yueqin Zhang, Zhongyuan Jiang, Shilin Sun, Chenwei Zhang |
| 2022 | WACV | Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning. | Zehua Zhang, David Crandall |
| 2020 | ICRA | Interaction Graphs for Object Importance Estimation in On-road Driving Videos. | Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall |
| 2020 | KDD | Category-Specific CNN for Visual-aware CTR Prediction at JD.com. | Hu Liu, Jing Lu, Hao Yang, Xiwei Zhao, Sulong Xu, Hao Peng, Zehua Zhang, Wenjie Niu, Xiaokun Zhu, Yongjun Bao, Weipeng Yan |
| 2018 | BMVC | From Coarse Attention to Fine-Grained Gaze: A Two-stage 3D Fully Convolutional Network for Predicting Eye Gaze in First Person Video. | Zehua Zhang, David J. Crandall, Chen Yu, Sven Bambach |
| 2007 | PRIMA | Double Token-Ring and Region-Tree Based Group Communication Mechanism for Mobile Agent. | Zehua Zhang, Xuejie Zhang |
| 2006 | PRIMA | Multi Region-Tree Based Dynamic Commission Home Proxy Communication Mechanism for Mobile Agent. | Zehua Zhang, Xuejie Zhang |