| 2025 | AAAI | Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations. | Yi Zhang, Chun-Wun Cheng, Junyi He, Zhihai He, Carola-Bibiane Schnlieb, Yuyan Chen, Angelica I. Avils-Rivero |
| 2025 | EMNLP | PrAd: Prompt Adaptive Tuning for Decoder-only Language Models. | Youneng Ma, Junyi He, Haojun Fei |
| 2025 | WiOpt | Trading Fresh Data with Correlation. | Junyi He, Meng Zhang, Qian Ma, Jianwei Huang |
| 2024 | COLING | Zero-shot Cross-lingual Automated Essay Scoring. | Junyi He, Xia Li |
| 2023 | ICASSP | Multilevel Transformer for Multimodal Emotion Recognition. | Junyi He, Meimei Wu, Meng Li, Xiaobo Zhu, Feng Ye |
| 2023 | ICASSP | Managing Information Updating with Edge Computing: A Distributed and Learning Approach. | Junyi He, Di Zhang, Shumeng Liu, Yuezhi Zhou, Yaoxue Zhang |
| 2023 | Interspeech | EdenTTS: A Simple and Efficient Parallel Text-to-speech Architecture with Collaborative Duration-alignment Learning. | Youneng Ma, Junyi He, Meimei Wu, Guangyue Hu, Haojun Fei |
| 2023 | WiOpt | How to Price Fresh Data with Strategic Users. | Junyi He, Meng Zhang, Qian Ma, Jianwei Huang |
| 2022 | CNSM | HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. | Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang |
| 2022 | ISIT | Decentralized Updates Scheduling for Data Freshness in Mobile Edge Computing. | Junyi He, Di Zhang, Shumeng Liu, Yuezhi Zhou, Yaoxue Zhang |
| 2021 | CoNLL | Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction. | Xia Li, Junyi He |
| 2021 | HPCC | Distributed Service Placement in Ultra-Dense Edge Computing: A Game-Theoretical Approach. | Junyi He, Di Zhang, Xishuo Li, Yuezhi Zhou, Yaoxue Zhang |
| 2021 | WiOpt | Optimal Fresh Data Sampling and Trading. | Junyi He, Qian Ma, Meng Zhang, Jianwei Huang |
| 2019 | UIC | An Online Computation Offloading Mechanism for Mobile Edge Computing in Ultra-Dense Small Cell Networks. | Junyi He, Di Zhang, Yuezhi Zhou, Yaoxue Zhang |
| 2018 | UIC | Towards a Truthful Online Auction for Cooperative Mobile Task Execution. | Junyi He, Di Zhang, Yuezhi Zhou, Xiang Lan, Yaoxue Zhang |
| 2017 | ADMA | An Intelligent Weighted Fuzzy Time Series Model Based on a Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting. | Ruixin Yang, Mingyang Xu, Junyi He, Stephen Ranshous, Nagiza F. Samatova |