2026 COLM Spend Less, Fit Better: Budget-Efficient Scaling Law Fitting via Active Experiment Selection Sijie Li, Shanda Li, Haowei Lin, and 3 more authors In Conference on Language Modeling (COLM), 2026 Oral presentation at Sci-FM @ COLM 2026. arXiv ICLR CoMind: Towards community-driven agents for machine learning engineering Sijie Li, Weiwei Sun, Shanda Li, and 2 more authors In International Conference on Learning Representations, 2026 arXiv EACL Enhancing auto-regressive chain-of-thought through loop-aligned reasoning Qifan Yu, Zhenyu He, Sijie Li, and 4 more authors In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026 Oral presentation. arXiv 2024 NeurIPS Garmentlab: A unified simulation and benchmark for garment manipulation Haoran Lu, Ruihai Wu, Yitong Li, and 7 more authors Advances in Neural Information Processing Systems, 2024 arXiv