| 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 | 670 | 2019 |
| 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 | 598 | 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 | 458 | 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 | 422 | 2018 |
| 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 | 356 | 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 | 286 | 2020 |
| Learning factorized multimodal representations YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov International Conference on Learning Representations (ICLR), 2019 | 266 | 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 | 247 | 2019 |
| 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 | 241 | 2017 |
| 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 | 217 | 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, ... arXiv preprint arXiv:2206.04615, 2022 | 175 | 2022 |
| 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 | 149 | 2018 |
| 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 | 120 | 2020 |
| 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 | 116 | 2021 |
| Deep Neural Network for Robust Modulation Classification under Uncertain Noise Conditions S Hu, Y Pei, PP Liang, YC Liang IEEE Transactions on Vehicular Technology 69 (1), 564-577, 2020 | 85 | 2020 |
| 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 | 81 | 2019 |
| Deep gamblers: Learning to abstain with portfolio theory Z Liu, Z Wang, PP Liang, RR Salakhutdinov, LP Morency, M Ueda Advances in Neural Information Processing Systems 32, 2019 | 62 | 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 | 61 | 2020 |
| Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization PP Liang, Z Liu, YHH Tsai, Q Zhao, R Salakhutdinov, LP Morency Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 54 | 2019 |
| 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 | 52 | 2021 |
Louis-Philippe MorencyAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
