| Learning modality-specific representations with self-supervised multi-task learning for multimodal sentiment analysis W Yu, H Xu, Z Yuan, J Wu Proceedings of the AAAI Conference on Artificial Intelligence, 35(12), 10790 …, 2021 | 374 | 2021 |
| Transformer-based feature reconstruction network for robust multimodal sentiment analysis Z Yuan, W Li, H Xu, W Yu Proceedings of the 29th ACM International Conference on Multimedia, 4400-4407, 2021 | 72 | 2021 |
| M-SENA: An Integrated Platform for Multimodal Sentiment Analysis H Mao, Z Yuan, H Xu, W Yu, Y Liu, K Gao Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 38 | 2022 |
| Make acoustic and visual cues matter: Ch-sims v2. 0 dataset and av-mixup consistent module Y Liu, Z Yuan, H Mao, Z Liang, W Yang, Y Qiu, T Cheng, X Li, H Xu, K Gao Proceedings of the 2022 international conference on multimodal interaction …, 2022 | 29 | 2022 |
| Noise imitation based adversarial training for robust multimodal sentiment analysis Z Yuan, Y Liu, H Xu, K Gao IEEE Transactions on Multimedia 26, 529-539, 2023 | 11 | 2023 |
| Robust-MSA: Understanding the impact of modality noise on multimodal sentiment analysis H Mao, B Zhang, H Xu, Z Yuan, Y Liu Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16458 …, 2023 | 8 | 2023 |
| Gar-net: A graph attention reasoning network for conversation understanding H Xu, Z Yuan, K Zhao, Y Xu, J Zou, K Gao Knowledge-Based Systems 240, 108055, 2022 | 8 | 2022 |
| Multimodal Consistency-based Teacher for Semi-supervised Multimodal Sentiment Analysis Z Yuan, J Fang, H Xu, K Gao IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | | 2024 |
| OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios Z Yuan, B Zhang, H Xu, Z Liang, K Gao arXiv preprint arXiv:2407.02773, 2024 | | 2024 |
| Crossmodal Translation Based Meta Weight Adaption for Robust Image-Text Sentiment Analysis B Zhang, Z Yuan, H Xu, K Gao IEEE Transactions on Multimedia, 2024 | | 2024 |
| Decomposing weather forecasting into advection and convection with neural networks M Chen, Z Yuan, J Zhang, R Dong, H Fu arXiv preprint arXiv:2405.06590, 2024 | | 2024 |
| Meta Noise Adaption Framework for Multimodal Sentiment Analysis With Feature Noise Z Yuan, B Zhang, H Xu, K Gao IEEE Transactions on Multimedia, 2024 | | 2024 |
Hua XuComputer Science Tenured Associate Professor，Tsinghua UniversityVerified email at mail.tsinghua.edu.cn
