| Multimodal transformer for unaligned multimodal language sequences YHH Tsai, S Bai, PP Liang, JZ Kolter, LP Morency, R Salakhutdinov Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 1621 | 2019 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... Transactions on Machine Learning Research, 2022 | 1511* | 2022 |
| Multimodal language analysis in the wild: Cmu-mosei dataset and interpretable dynamic fusion graph AAB Zadeh, PP Liang, S Poria, E Cambria, LP Morency Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 1346 | 2018 |
| Efficient Low-rank Multimodal Fusion with Modality-Specific Factors Z Liu, Y Shen, VB Lakshminarasimhan, PP Liang, A Zadeh, LP Morency Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 981 | 2018 |
| Memory Fusion Network for Multi-view Sequential Learning A Zadeh, PP Liang, N Mazumder, S Poria, E Cambria, LP Morency Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 845 | 2018 |
| Think locally, act globally: Federated learning with local and global representations PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ... NeurIPS 2020 Workshop on Federated Learning, 2020 | 692 | 2020 |
| Multi-attention Recurrent Network for Human Communication Comprehension A Zadeh, PP Liang, S Poria, P Vij, E Cambria, LP Morency Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 579 | 2018 |
| Learning factorized multimodal representations YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov International Conference on Learning Representations (ICLR), 2019 | 523 | 2019 |
| Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Y Wang, Y Shen, Z Liu, PP Liang, A Zadeh, LP Morency Proceedings of the AAAI Conference on Artificial Intelligence 33, 7216-7223, 2019 | 480 | 2019 |
| Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities H Pham, PP Liang, T Manzini, LP Morency, B Póczos Proceedings of the AAAI Conference on Artificial Intelligence 33, 6892-6899, 2019 | 459 | 2019 |
| Towards understanding and mitigating social biases in language models PP Liang, C Wu, LP Morency, R Salakhutdinov International Conference on Machine Learning, 6565-6576, 2021 | 429 | 2021 |
| Multimodal sentiment analysis with word-level fusion and reinforcement learning M Chen, S Wang, PP Liang, T Baltrušaitis, A Zadeh, LP Morency Proceedings of the 19th ACM international conference on multimodal …, 2017 | 384 | 2017 |
| Towards debiasing sentence representations PP Liang, IM Li, E Zheng, YC Lim, R Salakhutdinov, LP Morency Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 265 | 2020 |
| Foundations & trends in multimodal machine learning: Principles, challenges, and open questions PP Liang, A Zadeh, LP Morency ACM Computing Surveys 56 (10), 1-42, 2024 | 263* | 2024 |
| Multimodal Language Analysis with Recurrent Multistage Fusion PP Liang, Z Liu, A Zadeh, LP Morency Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 252 | 2018 |
| Rethinking architecture design for tackling data heterogeneity in federated learning L Qu, Y Zhou, PP Liang, Y Xia, F Wang, E Adeli, L Fei-Fei, D Rubin Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 192 | 2022 |
| MultiBench: Multiscale Benchmarks for Multimodal Representation Learning PP Liang, Y Lyu, X Fan, Z Wu, Y Cheng, J Wu, LY Chen, P Wu, MA Lee, ... 35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021 | 168 | 2021 |
| Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence A Zadeh, M Chan, PP Liang, E Tong, LP Morency Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 149 | 2019 |
| Diverse and admissible trajectory forecasting through multimodal context understanding SH Park, G Lee, J Seo, M Bhat, M Kang, J Francis, A Jadhav, PP Liang, ... Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 140 | 2020 |
| Deep Gamblers: Learning to Abstain with Portfolio Theory L Ziyin, Z Wang, PP Liang, R Salakhutdinov, LP Morency, M Ueda Advances in Neural Information Processing Systems 2019, 2019 | 133 | 2019 |
Louis-Philippe MorencyAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu