| 2025 | WWW | External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. | Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li |
| 2024 | COLING | Morpheme Sense Disambiguation: A New Task Aiming for Understanding the Language at Character Level. | Yue Wang, Hua Zheng, Yaqi Yin, Hansi Wang, Qiliang Liang, Yang Liu |
| 2024 | KDD | SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape. | Hua Zheng, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Wen-Yen Chen, Wei Wen |
| 2024 | WSC | Digital Twin Calibration for Biological System-of-Systems: Cell Culture Manufacturing Process. | Fuqiang Cheng, Wei Xie, Hua Zheng |
| 2023 | CogSci | An Interpretable Model With Forgetting Matrix For Deep Knowledge Tracing. | Quanlong Guan, Kaiquan Bian, Liangda Fang, Sheng Li, Zhenyu He, Hua Zheng, Lusheng Wu, Weiqi Luo |
| 2023 | WSC | Stochastic Molecular Reaction Queueing Network Modeling for in Vitro Transcription Process. | Keqi Wang, Wei Xie, Hua Zheng |
| 2023 | WSC | Structure-Function Dynamics Hybrid Modeling: RNA Degradation. | Hua Zheng, Wei Xie, Chunsheng Fang, Wandi Xu, Paul C. Whitford, Ailun Wang |
| 2022 | IECON | H∞ Model Reduction for Takagi-Sugeno Fuzzy Systems via Space Projection. | Hua Zheng, Yuanyuan Zou, Shaoyuan Li |
| 2022 | WSC | Sequential Importance Sampling for Hybrid Model Bayesian Inference to Support Bioprocess Mechanism Learning and Robust Control. | Wei Xie, Keqi Wang, Hua Zheng, Mingbin Ben Feng |
| 2022 | WSC | Green Simulation Based Policy Optimization with Partial Historical Trajectory Reuse. | Hua Zheng, Wei Xie |
| 2021 | EMNLP | Cross-Lingual Leveled Reading Based on Language-Invariant Features. | Simin Rao, Hua Zheng, Sujian Li |
| 2021 | EMNLP | Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. | Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu |
| 2021 | NAACL | Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation. | Hua Zheng, Damai Dai, Lei Li, Tianyu Liu, Zhifang Sui, Baobao Chang, Yang Liu |
| 2020 | WSC | Green Simulation Assisted Reinforcement Learning With Model Risk for Biomanufacturing Learning and Control. | Hua Zheng, Wei Xie, Mingbin Ben Feng |
| 2019 | ICIP | NMF-Based Comprehensive Latent Factor Learning with Multiview Da. | Hua Zheng, Zhixuan Liang, Feng Tian, Zhong Ming |
| 2019 | IJCNN | Biploar Fuzzy Rough Cognitive Network. | Hua Zheng |
| 2010 | RecSys | Do clicks measure recommendation relevancy?: an empirical user study. | Hua Zheng, Dong Wang, Qi Zhang, Hang Li, Tinghao Yang |
| 2007 | ICNC | Intelligence Model for the Sensitivity Analysis of Financial Time Series. | Hua Zheng, Li Xie, Lizi Zhang |
| 2004 | ISPDC | An Optimal Certificate Dispersal Algorithm for Mobile Ad Hoc Networks. | Hua Zheng, Shingo Omura, Jiro Uchida, Koichi Wada |