| TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery Z Zhu, C Shi, Z Zhang, S Liu, M Xu, X Yuan, Y Zhang, J Chen, H Cai, J Lu, ... arXiv preprint arXiv:2202.08320, 2022 | 58 | 2022 |
| Peer: a comprehensive and multi-task benchmark for protein sequence understanding M Xu, Z Zhang, J Lu, Z Zhu, Y Zhang, M Chang, R Liu, J Tang Advances in Neural Information Processing Systems 35, 35156-35173, 2022 | 41 | 2022 |
| 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, 2022, 2022 | 28 | 2022 |
| 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, 2023, 2023.05. 30.542904, 2023 | 17 | 2023 |
| Domain Adaptation via Maximizing Surrogate Mutual Information H Zhao, C Ma, Q Chen, Z Deng arXiv preprint arXiv:2110.12184, 2021 | 9 | 2021 |
| 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 bioRxiv, 2023.02. 22.529597, 2023 | 5 | 2023 |
| Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract) C Ma*, S Zhang*, G Shen, Z Deng Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13011 …, 2022 | 5 | 2022 |
| AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents C Ma, J Zhang, Z Zhu, C Yang, Y Yang, Y Jin, Z Lan, L Kong, J He arXiv preprint arXiv:2401.13178, 2024 | 1 | 2024 |
| A Challenging Benchmark for Low-Resource Learning Y Wang*, C Ma*, Q Dong, L Kong, J Xu arXiv preprint arXiv:2303.03840, 2023 | 1 | 2023 |
| A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond Q Sun, Z Chen, F Xu, K Cheng, C Ma, Z Yin, J Wang, C Han, R Zhu, ... arXiv preprint arXiv:2403.14734, 2024 | | 2024 |
| Empowering Large Language Model Agents through Action Learning H Zhao, C Ma, G Wang, J Su, L Kong, J Xu, ZH Deng, H Yang arXiv preprint arXiv:2402.15809, 2024 | | 2024 |
| KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models F Yuan, C Ma, S Yuan, Q Sun, L Li arXiv preprint arXiv:2402.02801, 2024 | | 2024 |
Zhi-Hong DengSchool of Intelligence Science and Technology, Peking UniversityVerified email at pku.edu.cn
