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2020 – today
- 2025
[j2]Xiaopeng Li
, Lixin Su, Pengyue Jia, Suqi Cheng, Junfeng Wang, Dawei Yin, Xiangyu Zhao:
Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-Agent LLMs. ACM Trans. Inf. Syst. 43(6): 157:1-157:33 (2025)- [c18]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
SIGMA: Selective Gated Mamba for Sequential Recommendation. AAAI 2025: 12264-12272 - [c17]Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Yichao Wang, Yuhao Wang, Qidong Liu, Maolin Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao:
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. ACL (Findings) 2025: 4242-4256 - [c16]Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qidong Liu, Ruocheng Guo, Qi Liu:
Stepwise Reasoning Disruption Attack of LLMs. ACL (1) 2025: 5040-5058 - [c15]Pengyue Jia, Zhaocheng Du, Yichao Wang, Xiangyu Zhao, Xiaopeng Li, Yuhao Wang, Qidong Liu, Huifeng Guo, Ruiming Tang:
SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems. CIKM 2025: 1145-1155 - [c14]Xiaopeng Li, Jingtong Gao, Pengyue Jia, Xiangyu Zhao, Yichao Wang, Wanyu Wang, Yejing Wang, Yuhao Wang, Huifeng Guo, Ruiming Tang:
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. CIKM 2025: 1685-1695 - [c13]Yusheng Lu, Zhaocheng Du, Xiangyang Li, Pengyue Jia, Yejing Wang, Weiwen Liu, Yichao Wang, Huifeng Guo, Ruiming Tang, Zhenhua Dong, Yongrui Duan, Xiangyu Zhao:
Prompt Tuning as User Inherent Profile Inference Machine. CIKM 2025: 5898-5906 - [c12]Wenxin Luo, Weirui Wang, Xiaopeng Li, Weibo Zhou, Pengyue Jia, Xiangyu Zhao:
TAPO: Task-Referenced Adaptation for Prompt Optimization. ICASSP 2025: 1-5 - [c11]Yi Wen, Yue Liu, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang, Ke Liang, Maolin Wang, Yiqi Wang, Fuzhen Zhuang, Xiangyu Zhao:
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. KDD (2) 2025: 3156-3167 - [c10]Yingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang, Yichao Wang, Zhaocheng Du, Huifeng Guo, Yong Liu, Ruiming Tang, Xiangyu Zhao:
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration. KDD (2) 2025: 3889-3900 - [c9]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends. KDD (2) 2025: 6096-6106 - [c8]Yuhao Wang, Junwei Pan, Pengyue Jia, Wanyu Wang, Maolin Wang, Zhixiang Feng, Xiaotian Li, Jie Jiang, Xiangyu Zhao:
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models. SIGIR 2025: 1455-1465 - [c7]Pengyue Jia, Qingpeng Cai, Xiangyu Zhao, Ling Pan, Xin Xin, Jin Huang, Weinan Zhang, Li Zhao, Dawei Yin, Grace Hui Yang:
AgentIR: 2nd Workshop on Agent-based Information Retrieval. SIGIR 2025: 4180-4183 - [c6]Pengyue Jia, Jingtong Gao, Yejing Wang, Yuhao Wang, Xiaopeng Li, Qidong Liu, Yichao Wang, Bo Chen, Huifeng Guo, Ruiming Tang:
Joint Modeling in Deep Recommender Systems. WWW (Companion Volume) 2025: 17-20 - [c5]Zijian Zhang, Hao Miao, Yuxuan Liang, Yan Zhao, Xiao Han, Pengyue Jia, Bin Yang, Christian S. Jensen:
Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era. WWW (Companion Volume) 2025: 81-84 - [i25]Wenxin Luo, Weirui Wang, Xiaopeng Li, Weibo Zhou, Pengyue Jia, Xiangyu Zhao:
TAPO: Task-Referenced Adaptation for Prompt Optimization. CoRR abs/2501.06689 (2025) - [i24]Xiangyu Zhao, Yichao Wang, Bo Chen, Jingtong Gao, Yuhao Wang, Xiaopeng Li, Pengyue Jia, Qidong Liu, Huifeng Guo, Ruiming Tang:
Joint Modeling in Recommendations: A Survey. CoRR abs/2502.21195 (2025) - [i23]Xiaopeng Li, Pengyue Jia, Derong Xu, Yi Wen, Yingyi Zhang, Wenlin Zhang, Wanyu Wang, Yichao Wang, Zhaocheng Du, Xiangyang Li, Yong Liu, Huifeng Guo, Ruiming Tang, Xiangyu Zhao:
A Survey of Personalization: From RAG to Agent. CoRR abs/2504.10147 (2025) - [i22]Yingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang, Yichao Wang, Zhaocheng Du, Huifeng Guo, Yong Liu, Ruiming Tang, Xiangyu Zhao:
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration. CoRR abs/2505.05031 (2025) - [i21]Pengyue Jia, Seongheon Park, Song Gao, Xiangyu Zhao, Yixuan Li:
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization. CoRR abs/2505.13731 (2025) - [i20]Wenlin Zhang, Xiangyang Li, Kuicai Dong, Yichao Wang, Pengyue Jia, Xiaopeng Li, Yingyi Zhang, Derong Xu, Zhaocheng Du, Huifeng Guo, Ruiming Tang, Xiangyu Zhao:
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning. CoRR abs/2505.14069 (2025) - [i19]Derong Xu, Pengyue Jia, Xiaopeng Li, Yingyi Zhang, Maolin Wang, Qidong Liu, Xiangyu Zhao, Yichao Wang, Huifeng Guo, Ruiming Tang, Enhong Chen, Tong Xu:
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation. CoRR abs/2505.16237 (2025) - [i18]Derong Xu, Yi Wen, Pengyue Jia, Yingyi Zhang, Wen-Lin Zhang, Yichao Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao, Enhong Chen, Tong Xu:
Towards Multi-Granularity Memory Association and Selection for Long-Term Conversational Agents. CoRR abs/2505.19549 (2025) - [i17]Yi Wen, Yue Liu, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang, Ke Liang, Maolin Wang, Yiqi Wang, Fuzhen Zhuang, Xiangyu Zhao:
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. CoRR abs/2505.20227 (2025) - [i16]Wenlin Zhang, Xiaopeng Li, Yingyi Zhang, Pengyue Jia, Yichao Wang, Huifeng Guo, Yong Liu, Xiangyu Zhao:
Deep Research: A Survey of Autonomous Research Agents. CoRR abs/2508.12752 (2025) - [i15]Pengyue Jia, Yingyi Zhang, Xiangyu Zhao, Yixuan Li:
GeoArena: An Open Platform for Benchmarking Large Vision-language Models on WorldWide Image Geolocalization. CoRR abs/2509.04334 (2025) - [i14]Yingyi Zhang, Pengyue Jia, Derong Xu, Yi Wen, Xianneng Li, Yichao Wang, Wenlin Zhang, Xiaopeng Li, Weinan Gan, Huifeng Guo, Yong Liu, Xiangyu Zhao:
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval. CoRR abs/2510.08935 (2025) - 2024
- [j1]Pengyue Jia, Ling Chen, Dandan Lyu:
Fine-Grained Population Mobility Data-Based Community-Level COVID-19 Prediction Model. Cybern. Syst. 55(1): 184-202 (2024) - [c4]Pengyue Jia, Yichao Wang, Shanru Lin, Xiaopeng Li, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations. AAAI 2024: 8553-8561 - [c3]Pengyue Jia, Yejing Wang, Zhaocheng Du, Xiangyu Zhao, Yichao Wang, Bo Chen, Wanyu Wang, Huifeng Guo, Ruiming Tang:
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems. KDD 2024: 5194-5205 - [c2]Pengyue Jia, Yiding Liu, Xiangyu Zhao, Xiaopeng Li, Changying Hao, Shuaiqiang Wang, Dawei Yin:
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion. NAACL-HLT 2024: 2498-2518 - [c1]Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin:
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models. NeurIPS 2024 - [i13]Pengyue Jia, Yejing Wang, Zhaocheng Du, Xiangyu Zhao, Yichao Wang, Bo Chen, Wanyu Wang, Huifeng Guo, Ruiming Tang:
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems. CoRR abs/2403.12660 (2024) - [i12]Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin:
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models. CoRR abs/2405.14702 (2024) - [i11]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
Bidirectional Gated Mamba for Sequential Recommendation. CoRR abs/2408.11451 (2024) - [i10]Yuhao Wang, Junwei Pan, Xiangyu Zhao, Pengyue Jia, Wanyu Wang, Yuan Wang, Yue Liu, Dapeng Liu, Jie Jiang:
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models. CoRR abs/2412.04107 (2024) - [i9]Pengyue Jia, Zhaocheng Du, Yichao Wang, Xiangyu Zhao, Xiaopeng Li, Yuhao Wang, Qidong Liu, Huifeng Guo, Ruiming Tang:
AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems. CoRR abs/2412.08516 (2024) - [i8]Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Xiangyu Zhao, Yichao Wang, Yuhao Wang, Huifeng Guo, Ruiming Tang:
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. CoRR abs/2412.08519 (2024) - [i7]Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qidong Liu, Ruocheng Guo, Qi Liu:
Stepwise Reasoning Error Disruption Attack of LLMs. CoRR abs/2412.11934 (2024) - [i6]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. CoRR abs/2412.13432 (2024) - [i5]Xiaopeng Li, Xiangyang Li, Hao Zhang, Zhaocheng Du, Pengyue Jia, Yichao Wang, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval. CoRR abs/2412.17250 (2024) - [i4]Xiaopeng Li, Jingtong Gao, Pengyue Jia, Yichao Wang, Wanyu Wang, Yejing Wang, Yuhao Wang, Huifeng Guo, Ruiming Tang:
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark. CoRR abs/2412.17374 (2024) - 2023
- [i3]Pengyue Jia, Yiding Liu, Xiangyu Zhao, Xiaopeng Li, Changying Hao, Shuaiqiang Wang, Dawei Yin:
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion. CoRR abs/2310.19056 (2023) - [i2]Xiaopeng Li, Lixin Su, Pengyue Jia, Xiangyu Zhao, Suqi Cheng, Junfeng Wang, Dawei Yin:
Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLM. CoRR abs/2312.15450 (2023) - 2022
- [i1]Pengyue Jia, Ling Chen, Dandan Lyu:
Fine-Grained Population Mobility Data-Based Community-Level COVID-19 Prediction Model. CoRR abs/2202.06257 (2022)
Coauthor Index
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