Statistical Deep Learning Lab Recent Publications Yancheng Wang, Rajeev Goel, Utkarsh Nath, Alvin C Silva, Teresa Wu, Yingzhen Yang. Learning Low-Rank Feature for Thorax Disease Classification. Advances in Neural Information Processing Systems (NeurIPS) 2024. [Paper] [Code] Yancheng Wang, Ping Li, Yingzhen Yang. Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach. International Conference on Machine Learning (ICML) 2024. [Paper] [Code] Utkarsh Nath, Yancheng Wang, Pavan Turaga, Yingzhen Yang. RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation. International Journal of Computer Vision (IJCV) 2024. Utkarsh Nath, Yancheng Wang, Yingzhen Yang. Neural Architecture Search Finds Robust Models by Knowledge Distillation. Conference on Uncertainty in Artificial Intelligence (UAI) 2024. [Paper] [Code] Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang. RecMind: Large language Model Powered Agent for Recommendation. Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) 2024. [Paper]