| NAS-bench-360: Benchmarking neural architecture search on diverse tasks R Tu, N Roberts, M Khodak, J Shen, F Sala, A Talwalkar Advances in Neural Information Processing Systems 35, 12380-12394, 2022 | 55* | 2022 |
| Cross-modal fine-tuning: Align then refine J Shen, L Li, LM Dery, C Staten, M Khodak, G Neubig, A Talwalkar International Conference on Machine Learning, 31030-31056, 2023 | 43 | 2023 |
| Efficient architecture search for diverse tasks J Shen, M Khodak, A Talwalkar Advances in Neural Information Processing Systems 35, 16151-16164, 2022 | 39 | 2022 |
| Mathematical Reconstruction of Patient-Specific Vascular Networks Based on Clinical Images and Global Optimization J Shen, AH Faruqi, Y Jiang, N Maftoon IEEE Access 9, 20648-20661, 2021 | 26 | 2021 |
| Emergence of Pragmatics from Referential Game between Theory of Mind Agents L Yuan, Z Fu, J Shen, L Xu, J Shen, SC Zhu arXiv preprint arXiv:2001.07752, 2020 | 23 | 2020 |
| Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation J Shen, LF Yang Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9558-9566, 2021 | 20 | 2021 |
| Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains J Shen, N Tenenholtz, JB Hall, D Alvarez-Melis, N Fusi arXiv preprint arXiv:2402.05140, 2024 | 17 | 2024 |
| UPS: Towards Foundation Models for PDE Solving via Cross-Modal Adaptation J Shen, T Marwah, A Talwalkar arXiv preprint arXiv:2403.07187, 2024 | 16* | 2024 |
| Iterative Teacher-Aware Learning L Yuan, D Zhou, J Shen, J Gao, JL Chen, Q Gu, YN Wu, SC Zhu Advances in Neural Information Processing Systems 34, 29231-29245, 2021 | 13 | 2021 |
| Automl decathlon: Diverse tasks, modern methods, and efficiency at scale N Roberts, S Guo, C Xu, A Talwalkar, D Lander, L Tao, L Cai, S Niu, ... NeurIPS 2022 Competition Track, 151-170, 2023 | 8 | 2023 |
| Specialized Foundation Models Struggle to Beat Supervised Baselines Z Xu, R Gupta, W Cheng, A Shen, J Shen, A Talwalkar, M Khodak arXiv preprint arXiv:2411.02796, 2024 | 1 | 2024 |
| Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity W Liang, J Shen, G Zhang, N Dong, L Zettlemoyer, L Yu arXiv preprint arXiv:2501.16295, 2025 | | 2025 |
| CAT: Content-Adaptive Image Tokenization J Shen, K Tirumala, M Yasunaga, I Misra, L Zettlemoyer, L Yu, C Zhou arXiv preprint arXiv:2501.03120, 2025 | | 2025 |
| ScribeAgent: Towards Specialized Web Agents Using Production-Scale Workflow Data J Shen, A Jain, Z Xiao, I Amlekar, M Hadji, A Podolny, A Talwalkar arXiv preprint arXiv:2411.15004, 2024 | | 2024 |
| L2G: Repurposing Language Models for Genomics Tasks W Cheng, J Shen, M Khodak, J Ma, A Talwalkar bioRxiv, 2024.12. 09.627422, 2024 | | 2024 |
Ameet TalwalkarCMU, DatadogBestätigte E-Mail-Adresse bei cmu.edu
