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Chengkai Huang
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2020 – today
- 2025
- [c13]Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao:
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. COLING 2025: 1403-1412 - 2024
- [j6]Zhiqiang Liu, Yuhong Li, Chengkai Huang
, KunTing Luo, Yanxia Liu
Boosting fine-tuning via Conditional Online Knowledge Transfer. Neural Networks 169: 325-333 (2024) - [c12]Shuhan Qi, Chengkai Huang, Yifan Li:
Understanding Brand's Association: Fine-Grained Multi-Modal Content Discovery for Brands. BESC 2024: 1-6 - [i9]Chengkai Huang, Tong Yu, Kaige Xie, Shuai Zhang
Foundation Models for Recommender Systems: A Survey and New Perspectives. CoRR abs/2402.11143 (2024) - [i8]Chengkai Huang, Rui Wang, Kaige Xie, Tong Yu, Lina Yao:
Learn When (not) to Trust Language Models: A Privacy-Centric Adaptive Model-Aware Approach. CoRR abs/2404.03514 (2024) - [i7]Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan A. Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong:
Federated Large Language Models: Current Progress and Future Directions. CoRR abs/2409.15723 (2024) - [i6]Hongtao Huang, Chengkai Huang, Xiaojun Chang, Wen Hu, Lina Yao:
Dual Conditional Diffusion Models for Sequential Recommendation. CoRR abs/2410.21967 (2024) - [i5]Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao:
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation. CoRR abs/2410.22013 (2024) - [i4]Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao:
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. CoRR abs/2410.22790 (2024) - 2023
- [c11]Guanglin Zhou
Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems. CIKM 2023: 3564-3573 - [c10]Chengkai Huang
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. SIGIR 2023: 99-109 - [c9]Chengkai Huang
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation. WWW 2023: 1252-1263 - 2022
- [i3]Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu:
Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences. CoRR abs/2208.06746 (2022) - 2021
- [j5]Yifan Li, Xuan Wang, Lei Cui, Jiajia Zhang, Chengkai Huang, Xuan Luo, Shuhan Qi:
Autoencoder-based self-supervised hashing for cross-modal retrieval. Multim. Tools Appl. 80(11): 17257-17274 (2021) - [j4]Yifan Li, Xuan Wang, Shuhan Qi
Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval. Signal Image Video Process. 15(4): 673-680 (2021) - [c8]Zhiqiang Liu, Yanxia Liu, Chengkai Huang:
Semi-Online Knowledge Distillation. BMVC 2021: 33 - [i2]Zhiqiang Liu, Yanxia Liu, Chengkai Huang:
Semi-Online Knowledge Distillation. CoRR abs/2111.11747 (2021) - [i1]Zhiqiang Liu, Chengkai Huang, Yanxia Liu:
Improved Knowledge Distillation via Adversarial Collaboration. CoRR abs/2111.14356 (2021) - 2020
- [j3]Chengkai Huang, Xuan Luo, Jiajia Zhang, Qing Liao, Xuan Wang, Zoe Lin Jiang, Shuhan Qi:
Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval. Inf. Process. Manag. 57(2): 102165 (2020) - [j2]Zhuqing Jiang
FloorSense: a novel crowdsourcing map construction algorithm based on conditional random field. Pers. Ubiquitous Comput. 24(4): 499-510 (2020)
2010 – 2019
- 2019
- [j1]Hao Yang, Chengkai Huang, Bin Jiang, Marios M. Polycarpou
Fault Estimation and Accommodation of Interconnected Systems: A Separation Principle. IEEE Trans. Cybern. 49(12): 4103-4116 (2019) - 2015
- [c7]Chao Li, Zhuqing Jiang, Chengkai Huang, Xinmeng Liu, Yuying Yang:
A smartphone-based indoor positioning system using fuzzy theory and WLAN mapping algorithm. PIMRC 2015: 2177-2181 - 2014
- [c6]Chengkai Huang, Shanbao He, Zhuqing Jiang, Chao Li, Yupeng Wang, Xueyang Wang:
Indoor positioning system based on improved PDR and magnetic calibration using smartphone. PIMRC 2014: 2099-2103 - [c5]Yupeng Wang, Gong Zhang, Zhuqing Jiang, Chengkai Huang, Xueyang Wang, Aidong Men, Bo Yang, Kaifeng Qi:
A Novel Routing Algorithm Design of Time Evolving Graph Based on Pairing Heap for MEO Satellite Network. VTC Fall 2014: 1-5 - [c4]Yupeng Wang, Shanbao He, Zhuqing Jiang, Chengkai Huang, Xueyang Wang:
Weak GNSS signal acquisition based on wavelet de-noising through lifting scheme and heuristic threshold optimization. WPMC 2014: 135-140 - [c3]Chengkai Huang, Gong Zhang, Zhuqing Jiang, Chao Li, Yupeng Wang, Xueyang Wang:
Smartphone-based indoor position and orientation tracking fusing inertial and magnetic sensing. WPMC 2014: 215-220 - [c2]Xueyang Wang, Chonghua Liu, Yupeng Wang, Chengkai Huang:
Application of ant colony optimized routing algorithm based on evolving graph model in VANETs. WPMC 2014: 265-270 - 2013
- [c1]Zhuqing Jiang, Chonghua Liu, Gong Zhang, Yupeng Wang, Chengkai Huang, Jiayi Liang:
GPS/INS Integrated Navigation Based on UKF and Simulated Annealing Optimized SVM. VTC Fall 2013: 1-5
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