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2020 – today
- 2026
[j3]Rong Shan
, Jiachen Zhu, Jianghao Lin, Chenxu Zhu, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang:
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation. Trans. Recomm. Syst. 4(2): 23:1-23:33 (2026)- [i14]Teng Wang, Rong Shan, Jianghao Lin, Junjie Wu, Tianyi Xu, Jianping Zhang, Wenteng Chen, Changwang Zhang, Zhaoxiang Wang, Weinan Zhang, Jun Wang:
OSCAR: Optimization-Steered Agentic Planning for Composed Image Retrieval. CoRR abs/2602.08603 (2026) - [i13]Rong Shan, Aofan Yu, Bo Chen, Kuo Cai, Qiang Luo, Ruiming Tang, Han Li, Weiwen Liu, Weinan Zhang, Jianghao Lin:
MuonRec: Shifting the Optimizer Paradigm Beyond Adam in Scalable Generative Recommendation. CoRR abs/2603.00416 (2026) - [i12]Tianyi Xu, Rong Shan, Junjie Wu, Jiadeng Huang, Teng Wang, Jiachen Zhu, Wenteng Chen, Minxin Tu, Quantao Dou, Zhaoxiang Wang, Changwang Zhang, Weinan Zhang, Jun Wang, Jianghao Lin:
PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval. CoRR abs/2603.01493 (2026) - [i11]Chenyu Zhou, Huacan Chai, Wenteng Chen, Zihan Guo, Rong Shan, Yuanyi Song, Tianyi Xu, Yingxuan Yang, Aofan Yu, Weiming Zhang, Congming Zheng, Jiachen Zhu, Zeyu Zheng, Zhuosheng Zhang, Xingyu Lou, Changwang Zhang, Zhihui Fu, Jun Wang, Weiwen Liu, Jianghao Lin, Weinan Zhang:
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering. CoRR abs/2604.08224 (2026) - [i10]Jiachen Zhu, Lingyu Yang, Rong Shan, Congmin Zheng, Zeyu Zheng, Weiwen Liu, Yong Yu, Weinan Zhang, Jianghao Lin:
Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization. CoRR abs/2604.09574 (2026) - 2025
- [j2]Jianghao Lin, Xinyi Dai, Rong Shan, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang:
Large language models make sample-efficient recommender systems. Frontiers Comput. Sci. 19(4): 194328 (2025) - [c5]Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang:
An Automatic Graph Construction Framework based on Large Language Models for Recommendation. KDD (2) 2025: 4806-4817 - [i9]Rong Shan, Jiachen Zhu, Jianghao Lin, Chenxu Zhu, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang:
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation. CoRR abs/2501.13344 (2025) - [i8]Jiachen Zhu, Menghui Zhu, Renting Rui, Rong Shan, Congmin Zheng, Bo Chen, Yunjia Xi, Jianghao Lin, Weiwen Liu, Ruiming Tang, Yong Yu, Weinan Zhang:
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey. CoRR abs/2506.11102 (2025) - [i7]Yunjia Xi, Jianghao Lin, Yongzhao Xiao, Zheli Zhou, Rong Shan, Te Gao, Jiachen Zhu, Weiwen Liu, Yong Yu, Weinan Zhang:
A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges. CoRR abs/2508.05668 (2025) - [i6]Congming Zheng, Jiachen Zhu, Zhuoying Ou, Yuxiang Chen, Kangning Zhang, Rong Shan, Zeyu Zheng, Mengyue Yang, Jianghao Lin, Yong Yu, Weinan Zhang:
A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models. CoRR abs/2510.08049 (2025) - [i5]Jianghao Lin, Rong Shan, Jiachen Zhu, Yunjia Xi, Yong Yu, Weinan Zhang:
Stop DDoS Attacking the Research Community with AI-Generated Survey Papers. CoRR abs/2510.09686 (2025) - 2024
- [c4]Jianghao Lin, Rong Shan, Chenxu Zhu, Kounianhua Du, Bo Chen, Shigang Quan, Ruiming Tang, Yong Yu, Weinan Zhang:
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation. WWW 2024: 3497-3508 - [i4]Jianghao Lin, Xinyi Dai, Rong Shan, Bo Chen, Ruiming Tang, Yong Yu, Weinan Zhang:
Large Language Models Make Sample-Efficient Recommender Systems. CoRR abs/2406.02368 (2024) - [i3]Jiachen Zhu, Jianghao Lin, Xinyi Dai, Bo Chen, Rong Shan, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang:
Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation. CoRR abs/2408.03533 (2024) - [i2]Rong Shan, Jianghao Lin, Chenxu Zhu, Bo Chen, Menghui Zhu, Kangning Zhang, Jieming Zhu, Ruiming Tang, Yong Yu, Weinan Zhang:
An Automatic Graph Construction Framework based on Large Language Models for Recommendation. CoRR abs/2412.18241 (2024) - 2023
- [i1]Jianghao Lin, Rong Shan, Chenxu Zhu, Kounianhua Du, Bo Chen, Shigang Quan, Ruiming Tang, Yong Yu, Weinan Zhang:
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation. CoRR abs/2308.11131 (2023) - 2021
- [j1]Rong Shan, Tahereh Rezaei:
Lung Cancer Diagnosis Based on an ANN Optimized by Improved TEO Algorithm. Comput. Intell. Neurosci. 2021: 6078524:1-6078524:11 (2021)
2010 – 2019
- 2018
- [c3]Rong Shan, Tao Li:
Reliability Simulation of Mobile Wireless Sensor Networks Based on Support Vector Machines. CIS 2018: 269-272 - 2011
- [c2]Rong Shan:
Constructing the Expandability Web Service Based Linux. CIS 2011: 1451-1455 - [c1]Rong Shan:
Application of Multi-agent in Personalized Education System. CSEE (5) 2011: 518-522
Coauthor Index
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