| The Closeness of In-Context Learning and Weight Shifting for Softmax Regression S Li, Z Song, Y Xia, T Yu, T Zhou Advances in Neural Information Processing Systems 37, 2024 | 38 | 2024 |
| Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Y Xia, R Wang, X Liu, M Li, T Yu, X Chen, J McAuley, S Li Proceedings of the 31st International Conference on Computational …, 2025 | 13 | 2025 |
| User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback Y Xia, J Wu, T Yu, S Kim, RA Rossi, S Li Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 10 | 2023 |
| Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits Y Xia, F Kong, T Yu, L Guo, RA Rossi, S Kim, S Li Proceedings of the ACM on Web Conference 2024, 4059-4070, 2024 | 9 | 2024 |
| Visual Prompting in Multimodal Large Language Models: A Survey J Wu, Z Zhang, Y Xia, X Li, Z Xia, A Chang, T Yu, S Kim, RA Rossi, ... arXiv preprint arXiv:2409.15310, 2024 | 7 | 2024 |
| Federated Large Language Models: Current Progress and Future Directions Y Yao, J Zhang, J Wu, C Huang, Y Xia, T Yu, R Zhang, S Kim, R Rossi, ... arXiv preprint arXiv:2409.15723, 2024 | 4 | 2024 |
| Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback Y Xia, T Yu, Z He, H Zhao, J McAuley, S Li Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 4 | 2024 |
| Hallucination Diversity-Aware Active Learning for Text Summarization Y Xia, X Liu, T Yu, S Kim, RA Rossi, A Rao, T Mai, S Li Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 4 | 2024 |
| A Survey of Small Language Models C Van Nguyen, X Shen, R Aponte, Y Xia, S Basu, Z Hu, J Chen, M Parmar, ... arXiv preprint arXiv:2410.20011, 2024 | 3 | 2024 |
| Personalized Multimodal Large Language Models: A Survey J Wu, H Lyu, Y Xia, Z Zhang, J Barrow, I Kumar, M Mirtaheri, H Chen, ... arXiv preprint arXiv:2412.02142, 2024 | 2 | 2024 |
| Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models C Huang, Y Xia, R Wang, K Xie, T Yu, J McAuley, L Yao Proceedings of the 31st International Conference on Computational …, 2025 | 1 | 2025 |
| GUI Agents: A Survey D Nguyen, J Chen, Y Wang, G Wu, N Park, Z Hu, H Lyu, J Wu, R Aponte, ... arXiv preprint arXiv:2412.13501, 2024 | 1 | 2024 |
| Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval Y Xia, J Wu, S Kim, T Yu, RA Rossi, H Wang, J McAuley arXiv preprint arXiv:2410.13765, 2024 | 1 | 2024 |
| Toward Joint Utilization of Absolute and Relative Bandit Feedback for Conversational Recommendation Y Xia, Z Xie, T Yu, C Zhao, S Li User Modeling and User-Adapted Interaction, 1-38, 2024 | 1 | 2024 |
| Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent J Wu, Y Xiong, X Li, Y Xia, R Wang, Y Wang, T Yu, S Kim, RA Rossi, ... arXiv preprint arXiv:2502.11740, 2025 | | 2025 |
| From Selection to Generation: A Survey of LLM-based Active Learning Y Xia, S Mukherjee, Z Xie, J Wu, X Li, R Aponte, H Lyu, J Barrow, H Chen, ... arXiv preprint arXiv:2502.11767, 2025 | | 2025 |
| OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models J Wu, X Li, R Wang, Y Xia, Y Xiong, J Wang, T Yu, X Chen, B Kveton, ... The Thirteenth International Conference on Learning Representations, 2025 | | 2025 |
