Defu Lian (连德富)
University of Science and Technology of China
H-index: 38
Asia-China
Top articles of Defu Lian (连德富)
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Evaluating Readability and Faithfulness of Concept-based Explanations | arXiv preprint arXiv:2404.18533 | Meng Li Haoran Jin Ruixuan Huang Zhihao Xu Defu Lian | 2024/4/29 |
END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation | arXiv preprint arXiv:2403.17603 | Yongqiang Han Hao Wang Kefan Wang Likang Wu Zhi Li | 2024/3/26 |
Understanding and Patching Compositional Reasoning in LLMs | arXiv preprint arXiv:2402.14328 | Zhaoyi Li Gangwei Jiang Hong Xie Linqi Song Defu Lian | 2024/2/22 |
Boosting Factorization Machines Via Saliency-Guided Mixup | IEEE Transactions on Pattern Analysis and Machine Intelligence | Chenwang Wu Defu Lian Yong Ge Min Zhou Enhong Chen | 2024/1/16 |
Understanding Privacy Risks of Embeddings Induced by Large Language Models | arXiv preprint arXiv:2404.16587 | Zhihao Zhu Ninglu Shao Defu Lian Chenwang Wu Zheng Liu | 2024/4/25 |
Automated Sparse and Low-Rank Shallow Autoencoders for Recommendation | ACM Transactions on Recommender Systems | Yuanhao Pu Rui Fan Jin Chen Zhihao Zhu Defu Lian | 2024 |
Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users | Proceedings of the AAAI Conference on Artificial Intelligence | Hantao Yang Xutong Liu Zhiyong Wang Hong Xie John CS Lui | 2024/3/24 |
Knowledge Distillation for High Dimensional Search Index | Advances in Neural Information Processing Systems | Zepu Lu Jin Chen Defu Lian Zaixi Zhang Yong Ge | 2024/2/13 |
Spatial and Temporal User Interest Representations for Sequential Recommendation | IEEE Transactions on Computational Social Systems | Haibing Hu Kai Han Zhizhuo Yin Defu Lian | 2024/4/23 |
Attacking Social Media via Behavior Poisoning | ACM Transactions on Knowledge Discovery from Data | Chenwang Wu Defu Lian Yong Ge Min Zhou Enhong Chen | 2024 |
Frequency-domain MLPs are more effective learners in time series forecasting | Advances in Neural Information Processing Systems | Kun Yi Qi Zhang Wei Fan Shoujin Wang Pengyang Wang | 2024/2/13 |
AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction | arXiv preprint arXiv:2312.06683 | Qi Liu Xuyang Hou Defu Lian Zhe Wang Haoran Jin | 2023/12/9 |
Pilotscope: Steering databases with machine learning drivers | PVLDB | Rong Zhu Lianggui Weng Wenqing Wei Di Wu Jiazhen Peng | 2024 |
WESE: Weak Exploration to Strong Exploitation for LLM Agents | arXiv preprint arXiv:2404.07456 | Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Defu Lian | 2024/4/11 |
Bge m3-embedding: Multi-lingual, multi-functionality, multi-granularity text embeddings through self-knowledge distillation | arXiv preprint arXiv:2402.03216 | Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian | 2024/2/5 |
Re-Search for The Truth: Multi-round Retrieval-augmented Large Language Models are Strong Fake News Detectors | arXiv preprint arXiv:2403.09747 | Guanghua Li Wensheng Lu Wei Zhang Defu Lian Kezhong Lu | 2024/3/14 |
A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation | arXiv preprint arXiv:2404.00268 | Luankang Zhang Hao Wang Suojuan Zhang Mingjia Yin Yongqiang Han | 2024/3/30 |
Aligning Language Models for Versatile Text-based Item Retrieval | arXiv preprint arXiv:2402.18899 | Yuxuan Lei Jianxun Lian Jing Yao Mingqi Wu Defu Lian | 2024/2/29 |
Understanding the planning of LLM agents: A survey | arXiv preprint arXiv:2402.02716 | Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang | 2024/2/5 |
Learning to substitute spans towards improving compositional generalization | arXiv preprint arXiv:2306.02840 | Zhaoyi Li Ying Wei Defu Lian | 2023/6/5 |
Co-Authors
