Junwei Pan
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
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Grand Slam
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
AAAI (5)
ICML (2)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
multi-task learning
(4)
recommender system
(2)
negative transfer
(2)
transfer learning
(2)
embedding learning
(1)
collaborative filtering
(1)
knowledge transfer
(1)
knowledge distillation
(1)
model merging
(1)
gradient descent
(1)
parameter sharing
(1)
adaptive learning rate
(1)
domain knowledge
(1)
task balancing
(1)
model training
(1)
sequential recommendation
(1)
multi-domain learning
(1)
teacher-student model
(1)
gradient conflict
(1)
negative sampling
(1)
Papers
Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning
AAAI 2026
Long-Sequence Recommendation Models Need Decoupled Embeddings
ICLR 2025
From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
ICML 2025
On the Embedding Collapse when Scaling up Recommendation Models
ICML 2024
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
AAAI 2024
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation
AAAI 2024
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning
AAAI 2023
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning
NIPS 2023
Cross-Task Knowledge Distillation in Multi-Task Recommendation
AAAI 2022
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach
IJCAI 2022