| Describe, explain, plan and select: interactive planning with LLMs enables open-world multi-task agents Z Wang, S Cai, G Chen, A Liu, XS Ma, Y Liang Advances in Neural Information Processing Systems 36, 2024 | 379* | 2024 |
| ProAgent: building proactive cooperative agents with large language models C Zhang, K Yang, S Hu, Z Wang, G Li, Y Sun, C Zhang, Z Zhang, A Liu, ... Proceedings of the AAAI Conference on Artificial Intelligence, 2024, Oral, 2024 | 83* | 2024 |
| JARVIS-1: Open-world Multi-task Agents with Memory-Augmented Multimodal Language Models Z Wang, S Cai, A Liu, Y Jin, J Hou, B Zhang, H Lin, Z He, Z Zheng, Y Yang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 82 | 2023 |
| Exploring large language model based intelligent agents: Definitions, methods, and prospects Y Cheng, C Zhang, Z Zhang, X Meng, S Hong, W Li, Z Wang, Z Wang, ... arXiv preprint arXiv:2401.03428, 2024 | 61 | 2024 |
| Open-world Multi-task Control Through Goal-aware Representation Learning and Adaptive Horizon Prediction S Cai, Z Wang, X Ma, A Liu, Y Liang Computer Vision and Pattern Recognition (CVPR), 2023, 2023 | 39* | 2023 |
| RAT: Retrieval augmented thoughts elicit context-aware reasoning in long-horizon generation Z Wang, A Liu, H Lin, J Li, X Ma, Y Liang arXiv preprint arXiv:2403.05313, 2024 | 29 | 2024 |
| GROOT: Learning to Follow Instructions by Watching Gameplay Videos S Cai, B Zhang, Z Wang, X Ma, A Liu, Y Liang International Conference on Learning Representations (ICLR), 2024, Spotlight …, 2023 | 28 | 2023 |
| Towards Evaluating Generalist Agents: An Automated Benchmark in Open World X Zheng, H Lin, K He, Z Wang, Z Zheng, Y Liang arXiv e-prints, arXiv: 2310.08367, 2023 | 16* | 2023 |
| Local Representation is Not Enough: Soft Point-Wise Transformer for Descriptor and Detector of Local Features Z Wang, X Li, Z Li International Joint Conferences on Artificial Intelligence (IJCAI), 2021, 2021 | 10 | 2021 |
| Selecting large language model to fine-tune via rectified scaling law H Lin, B Huang, H Ye, Q Chen, Z Wang, S Li, J Ma, X Wan, J Zou, Y Liang International Conference on Machine Learning (ICML), 2024, 2024 | 9 | 2024 |
| Learning Transformation-Predictive Representations for Detection and Description of Local Features Z Wang, C Wu, Y Yang, Z Li Computer Vision and Pattern Recognition (CVPR), 2023, 2023 | 8 | 2023 |
| OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Z Wang, S Cai, Z Mu, H Lin, C Zhang, X Liu, Q Li, A Liu, X Ma, Y Liang Neural Information Processing Systems (NeurIPS), 2024, 2024 | 7* | 2024 |
| Graph-based Contrastive Learning for Description and Detection of Local Features Z Wang, Z Li, X Li, W Chen, X Liu IEEE Transactions on Neural Networks and Learning Systems, 2022 | 6 | 2022 |
| Limited sliding network: Fine‐grained target detection on electrical infrastructure for power transmission line surveillance J Zhao, K Zhang, Z Wang, F Liu, G Sun, J Chou, M Xu, X Zhang, X Liu, ... International Journal of Circuit Theory and Applications 49 (4), 1212-1224, 2021 | 3 | 2021 |
| Rocket-1: Mastering open-world interaction with visual-temporal context prompting S Cai, Z Wang, K Lian, Z Mu, X Ma, A Liu, Y Liang arXiv preprint arXiv:2410.17856, 2024 | 2 | 2024 |
| GROOT-2: Weakly Supervised Multi-Modal Instruction Following Agents S Cai, B Zhang, Z Wang, H Lin, X Ma, A Liu, Y Liang arXiv preprint arXiv:2412.10410, 2024 | 1* | 2024 |
| Optimizing Latent Goal by Learning from Trajectory Preference G Zhao, K Lian, H Lin, H Fu, Q Fu, S Cai, Z Wang, Y Liang arXiv preprint arXiv:2412.02125, 2024 | | 2024 |
| CLoG: Benchmarking Continual Learning of Image Generation Models H Zhang, J Zhou, H Lin, H Ye, J Zhu, Z Wang, L Gao, Y Wang, Y Liang arXiv preprint arXiv:2406.04584, 2024 | | 2024 |
| RAM: Towards an Ever-Improving Memory System by Learning from Communications J Li, X Wang, W Ding, Z Wang, Y Kang, Z Jia, Z Zheng arXiv preprint arXiv:2404.12045, 2024 | | 2024 |
| Training Open-ended Policies to follow Video-prompt Instructions with Reinforcement Learning K He, B Zhang, Z Wang, S Cai, Q FU, H Fu, A Liu, Y Liang | | 2024 |
Yitao LiangPeking UniversityVerified email at pku.edu.cn