Mingming Li
11 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (32)
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Century Club Β· Bronze
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Conference Pioneer
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(66)
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Research topics
Machine Learning
(10)
Core Methods
(8)
Artificial Intelligence
(7)
Core AI
(6)
Data Science & Analytics
(5)
Applications
(5)
Deep Learning
(4)
Learning Types
(4)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Keywords
recommender system
(2)
e-commerce search
(2)
embedding learning
(2)
representation learning
(2)
collaborative filtering
(2)
matrix factorization
(1)
pose estimation
(1)
metric learning
(1)
adaptive margin
(1)
probabilistic model
(1)
attention mechanism
(1)
data augmentation
(1)
information retrieval
(1)
multi-label classification
(1)
probabilistic modeling
(1)
semantic similarity
(1)
approximate nearest neighbor
(1)
cold-start recommendation
(1)
semantic representation
(1)
hyperparameter learning
(1)
Papers
MoMoREC: A Multi-agent Motivation Generation Framework for Residual Semantic ID-Aware Recommendation
AAAI 2026
MotiR: Motivation-aware Retrieval for Long-Tail Recommendation
ACL 2025
pEBR: A Probabilistic Approach to Embedding Based Retrieval
EMNLP 2025
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval
EMNLP 2024
Few-Shot Learning for Cold-Start Recommendation
COLING 2024
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training
AAAI 2024
Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing
AAAI 2024
Adaptive Hyper-parameter Learning for Deep Semantic Retrieval
EMNLP 2023
Symmetric Metric Learning with Adaptive Margin for Recommendation
AAAI 2020
A Fuzzy Set Based Approach for Rating Bias
AAAI 2019
Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots
EMNLP 2019