jieming zhu
21 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
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Keywords
recommendation system
(5)
user modeling
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attention mechanism
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multimodal large language model
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news recommendation
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transfer learning
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multimodal learning
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pre-trained language model
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vision-language retrieval
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recommender system
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contrastive learning
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cross-modal learning
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voice conversion
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preference alignment
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image generation
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knowledge distillation
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multi-task learning
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sequence modeling
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visual question answering
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audio-visual learning
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Papers
Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval
AAAI 2026
Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction
AAAI 2026
Enhancing Multimodal Unified Representations for Cross Modal Generalization
ACL 2025
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
AAAI 2025
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling
ACL 2025
MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation
ACL 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
CVPR 2025
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment
EMNLP 2025
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation
EMNLP 2025
Device-Cloud Collaborative Correction for On-Device Recommendation
IJCAI 2025
Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
WACV 2025
FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
AAAI 2023
Achieving Cross Modal Generalization with Multimodal Unified Representation
NIPS 2023
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks
NIPS 2023
MINER: Multi-Interest Matching Network for News Recommendation
ACL 2022
Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks
CVPR 2022
M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus
NIPS 2022
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation
COLING 2022
UNBERT: User-News Matching BERT for News Recommendation
IJCAI 2021
Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract)
AAAI 2021
Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding
NIPS 2020