Self-Exploring Language Models: Active Preference Elicitation for Online Alignment.
Trans. Mach. Learn. Res., 2025
Multi-LoRA Composition for Image Generation.
Trans. Mach. Learn. Res., 2024
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning.
CoRR, 2024
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment.
CoRR, 2024
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Leveraging Textual Semantics for Knowledge Graph Acquisition and Application
PhD thesis, 2023
Retrieval-Enhanced Generative Model for Large-Scale Knowledge Graph Completion.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Item Recommendation for Word-of-Mouth Scenario in Social E-Commerce.
IEEE Trans. Knowl. Data Eng., 2022
Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions.
CoRR, 2022
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Multi-Site User Behavior Modeling and Its Application in Video Recommendation.
IEEE Trans. Knowl. Data Eng., 2021
Improving Hyper-Relational Knowledge Graph Completion.
CoRR, 2021
Knowledge Embedding Based Graph Convolutional Network.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Generalized Multi-Relational Graph Convolution Network.
CoRR, 2020
Explainable Unsupervised Change-point Detection via Graph Neural Networks.
CoRR, 2020
Graph-Revised Convolutional Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Correlation-Aware Change-Point Detection via Graph Neural Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Learning Relation Entailment with Structured and Textual Information.
Proceedings of the Conference on Automated Knowledge Base Construction, 2020
Smartphone App Usage Prediction Using Points of Interest.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Multi-site User Behavior Modeling and Its Application in Video Recommendation.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017