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List of works by Jieming Zhu

A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?

scientific article published on 11 September 2024

A Tutorial on Feature Interpretation in Recommender Systems

scientific article published on 08 October 2024

Benchmarking News Recommendation in the Era of Green AI

scientific article published on 12 May 2024

Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation

scientific article published on 19 July 2023

CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation

scientific article published on 08 October 2024

Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time

scientific article published on 25 August 2024

Data-free Knowledge Distillation for Reusing Recommendation Models

scientific article published on 14 September 2023

DisCover: Disentangled Music Representation Learning for Cover Song Identification

scientific article published on 19 July 2023

Discrete Semantic Tokenization for Deep CTR Prediction

scientific article published on 12 May 2024

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration

scientific article published on 25 August 2024

EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction

scientific article published on 20 October 2024

Enhancing News Recommendation with Real-Time Feedback and Generative Sequence Modeling

scientific article published on 11 October 2024

FINAL: Factorized Interaction Layer for CTR Prediction

scientific article published on 19 July 2023

Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization

scientific article published on 08 May 2024

LightCS: Selecting Quadratic Feature Crosses in Linear Complexity

scientific article published on 12 May 2024

MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer

scientific article published on 12 May 2024

Multimodal Pretraining and Generation for Recommendation: A Tutorial

scientific article published on 12 May 2024

Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey

scientific article published on 25 August 2024

PMG : Personalized Multimodal Generation with Large Language Models

scientific article published on 08 May 2024

RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction

scientific article published on 12 May 2024

ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop

scientific article published on 04 August 2023

Recall-Augmented Ranking: Enhancing Click-Through Rate Prediction Accuracy with Cross-Stage Data

scientific article published on 12 May 2024

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

scientific article published on 08 October 2024

UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning

scientific article published on 20 October 2024

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