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2020 – today
- 2025
[c5]Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang:
iAgent: LLM Agent as a Shield between User and Recommender Systems. ACL (Findings) 2025: 18056-18084- [c4]Wujiang Xu, Qitian Wu, Zujie Liang, Jiaojiao Han, Xuying Ning, Yunxiao Shi, Wenfang Lin, Yongfeng Zhang:
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. ICLR 2025 - [c3]Xuying Ning, Dongqi Fu, Tianxin Wei, Wujiang Xu, Jingrui He:
Graph4MM: Weaving Multimodal Learning with Structural Information. ICML 2025 - [c2]Xuying Ning, Wujiang Xu, Tianxin Wei, Xiaolei Liu:
i2VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation. UAI 2025: 3235-3251 - [i10]Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang:
InstructAgent: Building User Controllable Recommender via LLM Agent. CoRR abs/2502.14662 (2025) - [i9]Junyu Zhang, Runpei Dong, Han Wang, Xuying Ning, Haoran Geng, Peihao Li, Xialin He, Yutong Bai, Jitendra Malik, Saurabh Gupta, Huan Zhang:
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time. CoRR abs/2505.24863 (2025) - [i8]Zihao Li, Zhichen Zeng, Xiao Lin, Feihao Fang, Yanru Qu, Zhe Xu, Zhining Liu, Xuying Ning, Tianxin Wei, Ge Liu, Hanghang Tong, Jingrui He:
Flow Matching Meets Biology and Life Science: A Survey. CoRR abs/2507.17731 (2025) - [i7]Zhichen Zeng, Qi Yu, Xiao Lin, Ruizhong Qiu, Xuying Ning, Tianxin Wei, Yuchen Yan, Jingrui He, Hanghang Tong:
Harnessing Consistency for Robust Test-Time LLM Ensemble. CoRR abs/2510.13855 (2025) - [i6]Xuying Ning, Dongqi Fu, Tianxin Wei, Wujiang Xu, Jingrui He:
Graph4MM: Weaving Multimodal Learning with Structural Information. CoRR abs/2510.16990 (2025) - [i5]Tianxin Wei, Noveen Sachdeva, Benjamin Coleman, Zhankui He, Yuanchen Bei, Xuying Ning, Mengting Ai, Yunzhe Li, Jingrui He, Ed H. Chi, Chi Wang, Shuo Chen, Fernando Pereira, Wang-Cheng Kang, Derek Zhiyuan Cheng:
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory. CoRR abs/2511.20857 (2025) - [i4]Tianxin Wei, Xuying Ning, Xuxing Chen, Ruizhong Qiu, Yupeng Hou, Yan Xie, Shuang Yang, Zhigang Hua, Jingrui He:
CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation. CoRR abs/2511.22707 (2025) - 2024
- [c1]Wujiang Xu, Xuying Ning, Wenfang Lin, Mingming Ha, Qiongxu Ma, Qianqiao Liang, Xuewen Tao, Linxun Chen, Bing Han, Minnan Luo:
Towards Open-World Cross-Domain Sequential Recommendation: A Model-Agnostic Contrastive Denoising Approach. ECML/PKDD (1) 2024: 161-179 - [i3]Wujiang Xu, Zujie Liang, Jiaojiao Han, Xuying Ning, Wenfang Lin, Linxun Chen, Feng Wei, Yongfeng Zhang:
SLMRec: Empowering Small Language Models for Sequential Recommendation. CoRR abs/2405.17890 (2024) - [i2]Xuying Ning, Wujiang Xu, Xiaolei Liu, Mingming Ha, Qiongxu Ma, Youru Li, Linxun Chen, Yongfeng Zhang:
Information Maximization via Variational Autoencoders for Cross-Domain Recommendation. CoRR abs/2405.20710 (2024) - 2023
- [i1]Wujiang Xu, Xuying Ning, Wenfang Lin, Mingming Ha, Qiongxu Ma, Qianqiao Liang, Xuewen Tao, Linxun Chen, Bing Han, Minnan Luo:
Towards Open-world Cross-Domain Sequential Recommendation: A Model-Agnostic Contrastive Denoising Approach. CoRR abs/2311.04760 (2023)
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