| AutoAct: Automatic agent learning from scratch for QA via self-planning S Qiao, N Zhang, R Fang, Y Luo, W Zhou, YE Jiang, C Lv, H Chen ACL2024, 2024 | 130 | 2024 |
| Webwalker: Benchmarking llms in web traversal J Wu, W Yin, Y Jiang, Z Wang, Z Xi, R Fang, L Zhang, Y He, D Zhou, P Xie, ... ACL 2025, 2025 | 120* | 2025 |
| Webdancer: Towards autonomous information seeking agency J Wu, B Li, R Fang, W Yin, L Zhang, Z Tao, D Zhang, Z Xi, G Fu, Y Jiang, ... arXiv preprint arXiv:2505.22648, 2025 | 104* | 2025 |
| Agent planning with world knowledge model S Qiao, R Fang, N Zhang, Y Zhu, X Chen, S Deng, Y Jiang, P Xie, ... NIPS2024 37, 114843-114871, 2024 | 58 | 2024 |
| Benchmarking Agentic Workflow Generation S Qiao, R Fang, Z Qiu, X Wang, N Zhang, Y Jiang, P Xie, F Huang, ... ICLR 2025, 2024 | 45 | 2024 |
| Scaling agents via continual pre-training L Su, Z Zhang, G Li, Z Chen, C Wang, M Song, X Wang, K Li, J Wu, ... arXiv preprint arXiv:2509.13310, 2025 | 22* | 2025 |
| Memp: Exploring agent procedural memory R Fang, Y Liang, X Wang, J Wu, S Qiao, P Xie, F Huang, H Chen, ... arXiv preprint arXiv:2508.06433, 2025 | 19* | 2025 |
| Omnithink: Expanding knowledge boundaries in machine writing through thinking Z Xi, W Yin, J Fang, J Wu, R Fang, Y Jiang, P Xie, F Huang, H Chen, ... Proceedings of the 2025 Conference on Empirical Methods in Natural Language …, 2025 | 15 | 2025 |
| Tongyi deepresearch technical report TDR Team, B Li, B Zhang, D Zhang, F Huang, G Li, G Chen, H Yin, J Wu, ... arXiv preprint arXiv:2510.24701, 2025 | 14 | 2025 |
| Towards general agentic intelligence via environment scaling R Fang, S Cai, B Li, J Wu, G Li, W Yin, X Wang, X Wang, L Su, Z Zhang, ... arXiv preprint arXiv:2509.13311, 2025 | 9 | 2025 |
| SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement R Fang, X Wang, Y Liang, S Qiao, J Wu, Z Xi, N Zhang, Y Jiang, P Xie, ... arXiv preprint arXiv:2504.03561, 2025 | 3* | 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 |
| ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking B Li, D Zhang, J Wu, W Yin, Z Tao, Y Zhao, L Zhang, H Shen, R Fang, ... arXiv preprint arXiv:2510.24698, 2025 | 1 | 2025 |
| EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models Y Ou, N Zhang, H Gui, Z Xu, S Qiao, Y Xue, R Fang, K Liu, L Li, Z Bi, ... ACL2024 Demo, 2024 | 1 | 2024 |
| AutoForge: Automated Environment Synthesis for Agentic Reinforcement Learning S Cai, R Fang, J Wu, B Li, X Wang, Y Jiang, L Su, L Zhang, W Yin, ... arXiv preprint arXiv:2512.22857, 2025 | | 2025 |