Chengkai Huang

49 papers A* 5A 5B 3Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Dual Conditional Diffusion for Sequential Recommendation. WSDM Hongtao Huang, Chengkai Huang, Tong Yu, Xiaojun Chang, Wen Hu, Julian J. McAuley, Lina Yao
2026	A*	`conf`	Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential Recommendation. WWW Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao
2026	J	`jnl`	Generative Chain of Behavior for User Trajectory Prediction. CoRR Chengkai Huang, Xiaodi Chen, Hongtao Huang, Quan Z. Sheng, Lina Yao
2026	J	`jnl`	Learning to Retrieve Navigable Candidates for Efficient Vision-and-Language Navigation. CoRR Shutian Gu, Chengkai Huang, Ruoyu Wang, Lina Yao
2026	J	`jnl`	MemWeaver: Weaving Hybrid Memories for Traceable Long-Horizon Agentic Reasoning. CoRR Juexiang Ye, Xue Li, Xinyu Yang, Chengkai Huang, Lanshun Nie, Lina Yao, Dechen Zhan
2026	A*	`conf`	PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation. WWW Shuguang Jiao, Xinyu Xiao, Yunfan Wei, Shuhan Qi, Chengkai Huang, Quan Z. Sheng, Lina Yao
2026	J	`jnl`	PruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation. CoRR Shuguang Jiao, Xinyu Xiao, Yunfan Wei, Shuhan Qi, Chengkai Huang, Quan Z. Michael Sheng, Lina Yao
2026	J	`jnl`	SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes. CoRR Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang, Junda Wu, Chengkai Huang, Lina Yao, Julian J. McAuley, Jingbo Shang
2025	J	`jnl`	A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms. CoRR Chengkai Huang, Hongtao Huang, Tong Yu, Kaige Xie, Junda Wu, Shuai Zhang, Julian J. McAuley, Dietmar Jannach, Lina Yao
2025	A	`conf`	A Tutorial on Agentic LLM for Recommender Systems. RecSys Chengkai Huang, Junda Wu, Tong Yu, Julian J. McAuley, Lina Yao
2025	J	`jnl`	Beyond Negative Transfer: Disentangled Preference-Guided Diffusion for Cross-Domain Sequential Recommendation. CoRR Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao
2025	J	`jnl`	Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems. CoRR Le Pan, Yuanjiang Cao, Chengkai Huang, Wenjie Zhang, Lina Yao
2025	A	`conf`	Eliminating Sentiment Bias in Recommender Systems by Counterfactual Inference. CIKM Le Pan, Yuanjiang Cao, Chengkai Huang, Wenjie Zhang, Lina Yao
2025	B	`conf`	Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. COLING Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao
2025	A*	`conf`	Federated In-Context Learning: Iterative Refinement for Improved Answer Quality. ICML Ruhan Wang, Zhiyong Wang, Chengkai Huang, Rui Wang, Tong Yu, Lina Yao, John C. S. Lui, Dongruo Zhou
2025	J	`jnl`	Federated In-Context Learning: Iterative Refinement for Improved Answer Quality. CoRR Ruhan Wang, Zhiyong Wang, Chengkai Huang, Rui Wang, Tong Yu, Lina Yao, John C. S. Lui, Dongruo Zhou
2025	J	`jnl`	Gaussian Mixture Flow Matching with Domain Alignment for Multi-Domain Sequential Recommendation. CoRR Xiaoxin Ye, Chengkai Huang, Hongtao Huang, Lina Yao
2025	J	`jnl`	Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction. CoRR Hongtao Huang, Chengkai Huang, Junda Wu, Tong Yu, Julian J. McAuley, Lina Yao
2025	J	`jnl`	Pluralistic Off-policy Evaluation and Alignment. CoRR Chengkai Huang, Junda Wu, Zhouhang Xie, Yu Xia, Rui Wang, Tong Yu, Subrata Mitra, Julian J. McAuley, Lina Yao
2025	J	`jnl`	Self-Supervised Cross-Modal Learning for Image-to-Point Cloud Registration. CoRR Xingmei Wang, Xiaoyu Hu, Chengkai Huang, Ziyan Zeng, Guohao Nie, Quan Z. Sheng, Lina Yao
2025	J	`jnl`	SpeechAgent: An End-to-End Mobile Infrastructure for Speech Impairment Assistance. CoRR Haowei Lou, Chengkai Huang, Hye-Young Paik, Yongquan Hu, Aaron Quigley, Wen Hu, Lina Yao
2025	J	`jnl`	Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models. CoRR Chengkai Huang, Junda Wu, Yu Xia, Zixu Yu, Ruhan Wang, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Branislav Kveton, Dongruo Zhou, Julian J. McAuley, Lina Yao
2024	J	`jnl`	Boosting fine-tuning via Conditional Online Knowledge Transfer. Neural Networks Zhiqiang Liu, Yuhong Li, Chengkai Huang, KunTing Luo, Yanxia Liu
2024	J	`jnl`	Dual Conditional Diffusion Models for Sequential Recommendation. CoRR Hongtao Huang, Chengkai Huang, Xiaojun Chang, Wen Hu, Lina Yao
2024	J	`jnl`	Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. CoRR Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2024	J	`jnl`	Federated Large Language Models: Current Progress and Future Directions. CoRR 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
2024	J	`jnl`	Foundation Models for Recommender Systems: A Survey and New Perspectives. CoRR Chengkai Huang, Tong Yu, Kaige Xie, Shuai Zhang, Lina Yao, Julian J. McAuley
2024	J	`jnl`	Learn When (not) to Trust Language Models: A Privacy-Centric Adaptive Model-Aware Approach. CoRR Chengkai Huang, Rui Wang, Kaige Xie, Tong Yu, Lina Yao
2024	J	`jnl`	Modeling Temporal Positive and Negative Excitation for Sequential Recommendation. CoRR Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2024	—	`conf`	Understanding Brand's Association: Fine-Grained Multi-Modal Content Discovery for Brands. BESC Shuhan Qi, Chengkai Huang, Yifan Li
2023	A	`conf`	Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems. CIKM Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Xiwei Xu, Chen Wang, Liming Zhu, Lina Yao
2023	A*	`conf`	Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. SIGIR Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2023	A*	`conf`	Modeling Temporal Positive and Negative Excitation for Sequential Recommendation. WWW Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao
2022	J	`jnl`	Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences. CoRR Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2021	J	`jnl`	Autoencoder-based self-supervised hashing for cross-modal retrieval. Multim. Tools Appl. Yifan Li, Xuan Wang, Lei Cui, Jiajia Zhang, Chengkai Huang, Xuan Luo, Shuhan Qi
2021	J	`jnl`	Improved Knowledge Distillation via Adversarial Collaboration. CoRR Zhiqiang Liu, Chengkai Huang, Yanxia Liu
2021	J	`jnl`	Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval. Signal Image Video Process. Yifan Li, Xuan Wang, Shuhan Qi, Chengkai Huang, Zoe Lin Jiang, Qing Liao, Jian Guan, Jiajia Zhang
2021	A	`conf`	Semi-Online Knowledge Distillation. BMVC Zhiqiang Liu, Yanxia Liu, Chengkai Huang
2021	J	`jnl`	Semi-Online Knowledge Distillation. CoRR Zhiqiang Liu, Yanxia Liu, Chengkai Huang
2020	J	`jnl`	Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval. Inf. Process. Manag. Chengkai Huang, Xuan Luo, Jiajia Zhang, Qing Liao, Xuan Wang, Zoe Lin Jiang, Shuhan Qi
2020	J	`jnl`	FloorSense: a novel crowdsourcing map construction algorithm based on conditional random field. Pers. Ubiquitous Comput. Zhuqing Jiang, Jiahao Zhang, Chonghua Liu, Chengkai Huang
2019	J	`jnl`	Fault Estimation and Accommodation of Interconnected Systems: A Separation Principle. IEEE Trans. Cybern. Hao Yang, Chengkai Huang, Bin Jiang, Marios M. Polycarpou
2015	B	`conf`	A smartphone-based indoor positioning system using fuzzy theory and WLAN mapping algorithm. PIMRC Chao Li, Zhuqing Jiang, Chengkai Huang, Xinmeng Liu, Yuying Yang
2014	—	`conf`	A Novel Routing Algorithm Design of Time Evolving Graph Based on Pairing Heap for MEO Satellite Network. VTC Fall Yupeng Wang, Gong Zhang, Zhuqing Jiang, Chengkai Huang, Xueyang Wang, Aidong Men, Bo Yang, Kaifeng Qi
2014	—	`conf`	Application of ant colony optimized routing algorithm based on evolving graph model in VANETs. WPMC Xueyang Wang, Chonghua Liu, Yupeng Wang, Chengkai Huang
2014	B	`conf`	Indoor positioning system based on improved PDR and magnetic calibration using smartphone. PIMRC Chengkai Huang, Shanbao He, Zhuqing Jiang, Chao Li, Yupeng Wang, Xueyang Wang
2014	—	`conf`	Smartphone-based indoor position and orientation tracking fusing inertial and magnetic sensing. WPMC Chengkai Huang, Gong Zhang, Zhuqing Jiang, Chao Li, Yupeng Wang, Xueyang Wang
2014	—	`conf`	Weak GNSS signal acquisition based on wavelet de-noising through lifting scheme and heuristic threshold optimization. WPMC Yupeng Wang, Shanbao He, Zhuqing Jiang, Chengkai Huang, Xueyang Wang
2013	—	`conf`	GPS/INS Integrated Navigation Based on UKF and Simulated Annealing Optimized SVM. VTC Fall Zhuqing Jiang, Chonghua Liu, Gong Zhang, Yupeng Wang, Chengkai Huang, Jiayi Liang