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Pengyue Jia
Pengyue Jia
PhD candidate of DS, City University of Hong Kong
在 my.cityu.edu.hk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Agent4ranking: Semantic robust ranking via personalized query rewriting using multi-agent llm
X Li, L Su, P Jia, X Zhao, S Cheng, J Wang, D Yin
arXiv preprint arXiv:2312.15450, 2023
102023
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
P Jia, Y Liu, X Zhao, X Li, C Hao, S Wang, D Yin
arXiv preprint arXiv:2310.19056, 2023
102023
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations
P Jia, Y Wang, S Lin, X Li, X Zhao, H Guo, R Tang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8553-8561, 2024
62024
Erase: Benchmarking feature selection methods for deep recommender systems
P Jia, Y Wang, Z Du, X Zhao, Y Wang, B Chen, W Wang, H Guo, R Tang
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
52024
Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future
Q Liu, X Zhao, Y Wang, Y Wang, Z Zhang, Y Sun, X Li, M Wang, P Jia, ...
arXiv preprint arXiv:2412.13432, 2024
42024
Bidirectional gated mamba for sequential recommendation
Z Liu, Q Liu, Y Wang, W Wang, P Jia, M Wang, Z Liu, Y Chang, X Zhao
arXiv preprint arXiv:2408.11451, 2024
42024
G3: an effective and adaptive framework for worldwide geolocalization using large multi-modality models
P Jia, Y Liu, X Li, Y Wang, Y Du, X Han, X Wei, S Wang, D Yin, X Zhao
arXiv preprint arXiv:2405.14702, 2024
32024
Fine-Grained Population Mobility Data-Based Community-Level COVID-19 Prediction Model
P Jia, L Chen, D Lyu
Cybernetics and Systems 55 (1), 184-202, 2024
32024
SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval
X Li, X Li, H Zhang, Z Du, P Jia, Y Wang, X Zhao, H Guo, R Tang
arXiv preprint arXiv:2412.17250, 2024
12024
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
P Jia, D Xu, X Li, Z Du, X Li, X Zhao, Y Wang, Y Wang, H Guo, R Tang
arXiv preprint arXiv:2412.08519, 2024
12024
Second Place Overall Solution for Amazon KDD Cup 2024
P Jia, J Gao, X Li, Z Wang, Y Jin, X Zhao
Amazon KDD Cup 2024 Workshop, 2024
1*2024
TAPO: Task-Referenced Adaptation for Prompt Optimization
W Luo, W Wang, X Li, W Zhou, P Jia, X Zhao
arXiv preprint arXiv:2501.06689, 2025
2025
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
X Li, J Gao, P Jia, Y Wang, W Wang, Y Wang, Y Wang, H Guo, R Tang
arXiv preprint arXiv:2412.17374, 2024
2024
AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems
P Jia, Z Du, Y Wang, X Zhao, X Li, Y Wang, Q Liu, H Guo, R Tang
arXiv preprint arXiv:2412.08516, 2024
2024
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models
Y Wang, J Pan, X Zhao, P Jia, W Wang, Y Wang, Y Liu, D Liu, J Jiang
arXiv preprint arXiv:2412.04107, 2024
2024
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