| Bolaa: Benchmarking and orchestrating llm-augmented autonomous agents Z Liu, W Yao, J Zhang, L Xue, S Heinecke, R Murthy, Y Feng, Z Chen, ... arXiv preprint arXiv:2308.05960, 2023 | 58 | 2023 |
| Tackling data heterogeneity in federated learning with class prototypes Y Dai, Z Chen, J Li, S Heinecke, L Sun, R Xu Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7314-7322, 2023 | 52 | 2023 |
| Deconfounded causal collaborative filtering S Xu, J Tan, S Heinecke, VJ Li, Y Zhang ACM Transactions on Recommender Systems 1 (4), 1-25, 2023 | 47 | 2023 |
| Retroformer: Retrospective large language agents with policy gradient optimization W Yao, S Heinecke, JC Niebles, Z Liu, Y Feng, L Xue, R Murthy, Z Chen, ... arXiv preprint arXiv:2308.02151, 2023 | 41 | 2023 |
| Dynamic causal collaborative filtering S Xu, J Tan, Z Fu, J Ji, S Heinecke, Y Zhang Proceedings of the 31st ACM International Conference on Information …, 2022 | 22 | 2022 |
| Drdt: Dynamic reflection with divergent thinking for llm-based sequential recommendation Y Wang, Z Liu, J Zhang, W Yao, S Heinecke, PS Yu arXiv preprint arXiv:2312.11336, 2023 | 18 | 2023 |
| Rgrecsys: A toolkit for robustness evaluation of recommender systems Z Ovaisi, S Heinecke, J Li, Y Zhang, E Zheleva, C Xiong Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022 | 16 | 2022 |
| Crowdsourced PAC learning under classification noise S Heinecke, L Reyzin Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 7 …, 2019 | 15 | 2019 |
| Dialogstudio: Towards richest and most diverse unified dataset collection for conversational ai J Zhang, K Qian, Z Liu, S Heinecke, R Meng, Y Liu, Z Yu, H Wang, ... arXiv preprint arXiv:2307.10172, 2023 | 12 | 2023 |
| AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System Z Liu, W Yao, J Zhang, L Yang, Z Liu, J Tan, PK Choubey, T Lan, J Wu, ... arXiv preprint arXiv:2402.15538, 2024 | 11 | 2024 |
| Zero-shot item-based recommendation via multi-task product knowledge graph pre-training Z Fan, Z Liu, S Heinecke, J Zhang, H Wang, C Xiong, PS Yu Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 11 | 2023 |
| AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning J Zhang, T Lan, R Murthy, Z Liu, W Yao, J Tan, T Hoang, L Yang, Y Feng, ... arXiv preprint arXiv:2402.15506, 2024 | 6 | 2024 |
| Rex: Rapid exploration and exploitation for ai agents R Murthy, S Heinecke, JC Niebles, Z Liu, L Xue, W Yao, Y Feng, Z Chen, ... arXiv preprint arXiv:2307.08962, 2023 | 6 | 2023 |
| Apigen: Automated pipeline for generating verifiable and diverse function-calling datasets Z Liu, T Hoang, J Zhang, M Zhu, T Lan, S Kokane, J Tan, W Yao, Z Liu, ... arXiv preprint arXiv:2406.18518, 2024 | 5 | 2024 |
| Communication-aware collaborative learning A Blum, S Heinecke, L Reyzin Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6786-6793, 2021 | 5 | 2021 |
| xgen-mm (blip-3): A family of open large multimodal models L Xue, M Shu, A Awadalla, J Wang, A Yan, S Purushwalkam, H Zhou, ... arXiv preprint arXiv:2408.08872, 2024 | 4 | 2024 |
| Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training J Tan, S Heinecke, Z Liu, Y Chen, Y Zhang, H Wang Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | 4 | 2024 |
| MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases R Murthy, L Yang, J Tan, TM Awalgaonkar, Y Zhou, S Heinecke, S Desai, ... arXiv preprint arXiv:2406.10290, 2024 | 3 | 2024 |
| Enhancing performance on seen and unseen dialogue scenarios using retrieval-augmented end-to-end task-oriented system J Zhang, S Roller, K Qian, Z Liu, R Meng, S Heinecke, H Wang, ... arXiv preprint arXiv:2308.08169, 2023 | 3 | 2023 |
| Combining data-driven supervision with human-in-the-loop feedback for entity resolution W Yin, S Heinecke, J Li, NS Keskar, M Jones, S Shi, S Georgiev, K Milich, ... arXiv preprint arXiv:2111.10497, 2021 | 3 | 2021 |
Caiming XiongSalesforce ResearchVerified email at salesforce.com
