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Yu Xia
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The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
S Li, Z Song, Y Xia, T Yu, T Zhou
arXiv preprint arXiv:2304.13276, 2023
282023
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
92023
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
arXiv preprint arXiv:2404.15676, 2024
22024
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
22024
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
12024
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
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
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
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
2024
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