| Exploring the reasoning abilities of multimodal large language models (mllms): A comprehensive survey on emerging trends in multimodal reasoning Y Wang, W Chen, X Han, X Lin, H Zhao, Y Liu, B Zhai, J Yuan, Q You, ... arXiv preprint arXiv:2401.06805, 2024 | 72* | 2024 |
| GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning H Zhao, S Liu, C Ma, H Xu, J Fu, ZH Deng, L Kong, Q Liu Advances in Neural Information Processing Systems (NeurIPS) 2023, 2023 | 71* | 2023 |
| Certified Robustness Against Natural Language Attacks by Causal Intervention H Zhao, C Ma, X Dong, AT Luu, ZH Deng, H Zhang International Conference on Machine Learning (ICML) 2022, 2022 | 39 | 2022 |
| Are More Layers Beneficial to Graph Transformers? H Zhao, S Ma, D Zhang, ZH Deng, F Wei International Conference on Learning Representations (ICLR) 2023, 2023 | 33 | 2023 |
| Retrieved sequence augmentation for protein representation learning C Ma, H Zhao, L Zheng, J Xin, Q Li, L Wu, Z Deng, Y Lu, Q Liu, L Kong Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024 …, 2023 | 12 | 2023 |
| Domain adaptation via maximizing surrogate mutual information H Zhao, C Ma, Q Chen, Z Deng International Joint Conference on Artificial Intelligence (IJCAI) 2022, 2021 | 11 | 2021 |
| Chatpathway: Conversational large language models for biology pathway detection Y Li, H Xu, H Zhao, H Guo, S Liu NeurIPS 2023 AI for science Workshop, 2023 | 7 | 2023 |
| Empowering Large Language Model Agents through Action Learning H Zhao, C Ma, G Wang, J Su, L Kong, J Xu, ZH Deng, H Yang Conference on Language Modeling (COLM) 2024, 2024 | 2* | 2024 |
| Non-myopic Generation of Language Models for Reasoning and Planning C Ma, H Zhao, J Zhang, J He, L Kong arXiv preprint arXiv:2410.17195, 2024 | | 2024 |
| Instruction-Based Molecular Graph Generation with Unified Text-Graph Diffusion Model Y Xiang, H Zhao, C Ma, ZH Deng arXiv preprint arXiv:2408.09896, 2024 | | 2024 |
| Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning H Zhao, C Ma, L Kong, ZH Deng | | |
CHANG MAThe University of Hong KongOverená e-mailová adresa na: pku.edu.cn