| Exploiting shared knowledge from non-COVID lesions for annotation-efficient COVID-19 CT lung infection segmentation Y Zhang, Q Liao, L Yuan, H Zhu, J Xing, J Zhang IEEE journal of biomedical and health informatics 25 (11), 4152-4162, 2021 | 48 | 2021 |
| Hitin: Hierarchy-aware tree isomorphism network for hierarchical text classification H Zhu, C Zhang, J Huang, J Wu, K Xu ACL 2023 (Main), 2023 | 47 | 2023 |
| Chain-of-agents: End-to-end agent foundation models via multi-agent distillation and agentic rl W Li, J Lin, Z Jiang, J Cao, X Liu, J Zhang, Z Huang, Q Chen, W Sun, ... arXiv preprint arXiv:2508.13167, 2025 | 24 | 2025 |
| Agent kb: Leveraging cross-domain experience for agentic problem solving X Tang, T Qin, T Peng, Z Zhou, D Shao, T Du, X Wei, P Xia, F Wu, H Zhu, ... arXiv preprint arXiv:2507.06229, 2025 | 24 | 2025 |
| Fullstack bench: Evaluating llms as full stack coders S Liu*, H Zhu*, J Liu*, S Xin*, A Li*, R Long, L Chen, J Yang, J Xia, ... Seed Code Team, 2024 | 17 | 2024 |
| M2rc-eval: Massively multilingual repository-level code completion evaluation J Liu, K Deng, C Liu, J Yang, S Liu, H Zhu, P Zhao, L Chai, Y Wu, K Jin, ... ACL 2025 (Main), 2024 | 17 | 2024 |
| Hill: Hierarchy-aware information lossless contrastive learning for hierarchical text classification H Zhu, J Wu, R Liu, Y Hou, Z Yuan, S Li, Y Pan, K Xu NAACL 2024 (Main), 2024 | 16 | 2024 |
| Hierarchical information matters: Text classification via tree based graph neural network C Zhang*, H Zhu*, X Peng, J Wu, K Xu COLING 2022 (Oral), 2021 | 16 | 2021 |
| R2c2-coder: Enhancing and benchmarking real-world repository-level code completion abilities of code large language models K Deng*, J Liu*, H Zhu*, C Liu, J Li, J Wang, P Zhao, C Zhang, Y Wu, ... arXiv preprint arXiv:2406.01359, 2024 | 14 | 2024 |
| Oagents: An empirical study of building effective agents H Zhu, T Qin, K Zhu, H Huang, Y Guan, J Xia, Y Yao, H Li, N Wang, P Liu, ... https://arxiv.org/abs/2506.15741, 0 | 12 | |
| NC2D: Novel Class Discovery for Node Classification Y Hou, X Chen, H Zhu, R Liu, B Shi, J Liu, J Wu, K Xu Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 10 | 2024 |
| OAgents: An Empirical Study of Building Effective Agents H Zhu, T Qin, K Zhu, H Huang, Y Guan, J Xia, Y Yao, H Li, N Wang, P Liu, ... Findings of EMNLP 2025, 2025 | 9 | 2025 |
| Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection Y Hou*, H Zhu*, R Liu, Y Su, J Xia, J Wu, K Xu Proceedings of the AAAI Conference on Artificial Intelligence 39 (16), 17258 …, 2025 | 6 | 2025 |
| From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence J Yang, X Liu, W Lv, K Deng, S Guo, L Jing, Y Li, S Liu, X Luo, Y Luo, ... arXiv preprint arXiv:2511.18538; Served as the Director of Chapters 5 & 6, 2025 | 4 | 2025 |
| Towards personalized deep research: Benchmarks and evaluations Y Liang, J Li, Y Wang, P Wang, M Tian, P Liu, S Qiao, R Fang, H Zhu, ... arXiv preprint arXiv:2509.25106, 2025 | 2 | 2025 |
| Efficient agents: Building effective agents while reducing cost N Wang, X Hu, P Liu, H Zhu#, Y Hou, H Huang, S Zhang, J Yang, J Liu, ... arXiv preprint arXiv:2508.02694, 2025 | 2 | 2025 |
| AGENT KB: A Hierarchical Memory Framework for Cross-Domain Agentic Problem Solving X Tang, T Qin, T Peng, Z Zhou, D Shao, T Du, X Wei, H Zhu, G Zhang, ... ICML 2025 Workshop on Collaborative and Federated Agentic Workflows (Best …, 0 | 2 | |
| MemEvolve: Meta-Evolution of Agent Memory Systems G Zhang, H Ren, C Zhan, Z Zhou, J Wang, H Zhu, W Zhou, S Yan arXiv preprint arXiv:2512.18746, 2025 | 1 | 2025 |
| Flash-searcher: Fast and effective web agents via dag-based parallel execution T Qin, Q Chen, S Wang, H Xing, K Zhu, H Zhu, D Shi, X Liu, G Zhang, ... arXiv preprint arXiv:2509.25301, 2025 | 1 | 2025 |
| SPIRIT: Structural Entropy Guided Prefix Tuning for Hierarchical Text Classification H Zhu, J Xia, R Liu, B Deng Entropy 27 (2), 128, 2025 | 1 | 2025 |
Jiaheng Liu (刘佳恒)NJU & M-A-PVerified email at nju.edu.cn
