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Junda Wu
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Large language models and causal inference in collaboration: A comprehensive survey
X Liu, P Xu, J Wu, J Yuan, Y Yang, Y Zhou, F Liu, T Guan, H Wang, T Yu, ...
arXiv preprint arXiv:2403.09606, 2024
452024
Clustering of conversational bandits for user preference learning and elicitation
J Wu, C Zhao, T Yu, J Li, S Li
Proceedings of the 30th ACM International Conference on Information …, 2021
212021
Infoprompt: Information-theoretic soft prompt tuning for natural language understanding
J Wu, T Yu, R Wang, Z Song, R Zhang, H Zhao, C Lu, S Li, R Henao
Advances in Neural Information Processing Systems 36, 2024
192024
Dynamics-aware adaptation for reinforcement learning based cross-domain interactive recommendation
J Wu, Z Xie, T Yu, H Zhao, R Zhang, S Li
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
172022
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
J Wang, J Wu, Y Hou, Y Liu, M Gao, J McAuley
arXiv preprint arXiv:2402.08785, 2024
162024
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
Deconfounded and explainable interactive vision-language retrieval of complex scenes
J Wu, T Yu, S Li
Proceedings of the 29th ACM International Conference on Multimedia, 2103-2111, 2021
92021
Coral: collaborative retrieval-augmented large language models improve long-tail recommendation
J Wu, CC Chang, T Yu, Z He, J Wang, Y Hou, J McAuley
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
62024
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
A Yan, Z Yang, J Wu, W Zhu, J Yang, L Li, K Lin, J Wang, J McAuley, ...
arXiv preprint arXiv:2404.16375, 2024
62024
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets
R Wang, T Yu, J Wu, H Zhao, S Kim, R Zhang, S Mitra, R Henao
Findings of the Association for Computational Linguistics: ACL 2023, 7449-7463, 2023
52023
Context-aware information-theoretic causal de-biasing for interactive sequence labeling
J Wu, R Wang, T Yu, R Zhang, H Zhao, S Li, R Henao, A Nenkova
Findings of the Association for Computational Linguistics: EMNLP 2022, 3436-3448, 2022
52022
Sim-to-real interactive recommendation via off-dynamics reinforcement learning
J Wu, Z Xie, T Yu, Q Li, S Li
2rd Offline Reinforcement Learning Workshop Advances at NeurIPS, 2021
52021
Few-shot composition learning for image retrieval with prompt tuning
J Wu, R Wang, H Zhao, R Zhang, C Lu, S Li, R Henao
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4729-4737, 2023
42023
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
32024
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
32024
Clustering of conversational bandits with posterior sampling for user preference learning and elicitation
Q Li, C Zhao, T Yu, J Wu, S Li
User Modeling and User-Adapted Interaction 33 (5), 1065-1112, 2023
32023
Commit: Coordinated instruction tuning for multimodal large language models
J Wu, X Li, T Yu, Y Wang, X Chen, J Gu, L Yao, J Shang, J McAuley
arXiv preprint arXiv:2407.20454, 2024
22024
Interact with the Explanations: Causal Debiased Explainable Recommendation System
X Liu, T Yu, K Xie, J Wu, S Li
Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024
22024
Neighborhood-Based Collaborative Filtering for Conversational Recommendation
Z Xie, J Wu, H Jeon, Z He, H Steck, R Jha, D Liang, N Kallus, J McAuley
Proceedings of the 18th ACM Conference on Recommender Systems, 1045-1050, 2024
12024
Decot: Debiasing chain-of-thought for knowledge-intensive tasks in large language models via causal intervention
J Wu, T Yu, X Chen, H Wang, R Rossi, S Kim, A Rao, J McAuley
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
12024
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