Yuanhao Pu

15 papers A* 3Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Surrogates: A Quantitative Analysis for Inter-Metric Relationships.
CoRR
Yuanhao Pu, Defu Lian, Enhong Chen
2026 J jnl
FlashEvaluator: Expanding Search Space with Parallel Evaluation.
CoRR
Chao Feng, Yuanhao Pu, Chenghao Zhang, Shanqi Liu, Shuchang Liu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai
2026 J jnl
Is Softmax Loss All You Need? A Principled Analysis of Softmax-family Loss.
CoRR
Yuanhao Pu, Defu Lian, Enhong Chen
2026 J jnl
SOLAR: SVD-Optimized Lifelong Attention for Recommendation.
CoRR
Chenghao Zhang, Chao Feng, Yuanhao Pu, Xunyong Yang, Wenhui Yu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai
2025 J jnl
Automated Sparse and Low-Rank Shallow Autoencoders for Recommendation.
Trans. Recomm. Syst.
Yuanhao Pu, Rui Fan, Jin Chen, Zhihao Zhu, Defu Lian, Enhong Chen
2025 A* conf
Conflict-Buffering Optimization by Symmetry Teleportation for Deep Long-Tailed Recognition.
ACM Multimedia
Mianzimei Yang, Zhipeng Zhou, Jin Zhang, Yuanhao Pu, Hong Xie, Defu Lian
2025 J jnl
Invariant representation learning via decoupling style and spurious features.
Mach. Learn.
Ruimeng Li, Yuanhao Pu, Zhaoyi Li, Chenwang Wu, Hong Xie, Defu Lian
2025 J jnl
NDCG-Consistent Softmax Approximation with Accelerated Convergence.
CoRR
Yuanhao Pu, Defu Lian, Xiaolong Chen, Xu Huang, Jin Chen, Enhong Chen
2025 — conf
Understanding the Effect of Loss Functions on the Generalization of Recommendations.
KDD (1)
Yuanhao Pu, Defu Lian, Xiaolong Chen, Jin Chen, Ze Liu, Enhong Chen
2024 J jnl
Efficient Transfer Learning Framework for Cross-Domain Click-Through Rate Prediction.
CoRR
Qi Liu, Xingyuan Tang, Jianqiang Huang, Xiangqian Yu, Haoran Jin, Jin Chen, Yuanhao Pu, Defu Lian, Tan Qu, Zhe Wang, Jia Cheng, Jun Lei
2024 A* conf
Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation.
ICML
Yuanhao Pu, Xiaolong Chen, Xu Huang, Jin Chen, Defu Lian, Enhong Chen
2024 J jnl
When large language models meet personalization: perspectives of challenges and opportunities.
World Wide Web (WWW)
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Kai Zheng, Defu Lian, Enhong Chen
2023 A* conf
AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation.
WWW
Rui Fan, Yuanhao Pu, Jin Chen, Zhihao Zhu, Defu Lian, Enhong Chen
2023 J jnl
Invariant Representation Learning via Decoupling Style and Spurious Features.
CoRR
Ruimeng Li, Yuanhao Pu, Zhaoyi Li, Hong Xie, Defu Lian
2023 J jnl
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.
CoRR
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Defu Lian, Enhong Chen