Scholar
Chengkai Huang
Google Scholar ID: Zol02CsAAAAJ
UNSW Sydney
Citations & Impact
Citations
188
H-index
8
i10-index
7
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Dual Conditional Diffusion Models for Sequential Recommendation' accepted by WSDM 2026 (Equal first author)
- Paper 'Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction' accepted by NeurIPS 2025 (Equal first author)
- Paper 'Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models' accepted by COLING 2025 (Corresponding author)
- Paper 'Federated In-Context Learning: Iterative Refinement for Improved Answer Quality' accepted by ICML 2025 (Equal first author)
- Paper 'Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation' accepted by SIGIR 2023 (Corresponding author)
- Paper 'Modeling Temporal Positive and Negative Excitation for Sequential Recommendation' accepted by The Web Conference (WWW) 2023 (Corresponding author)
- Multiple arXiv preprints on diffusion models, LLM agents, debiasing in RecSys, federated foundation models, etc.
- Served as PC member/reviewer for top conferences including AAAI, ICLR, KDD, WWW, CIKM, etc.
- Reviewed for journals including TKDE, TOIS, TORS, TSE, TAI, TIST, TSAS
