Depeng Jin
15 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(38)
π
Conference Polyglot
(6)
π€
Dynamic Duo
(13)
π
Grand Slam
π₯
Unstoppable
(8)
π
Century Club
(14)
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(60)
Conferences
AAAI (5)
ICLR (3)
IJCAI (3)
NIPS (2)
ACL (1)
ICML (1)
Top co-authors
Keywords
multi-agent system
(3)
large language model
(2)
negative sampling
(2)
matrix factorization
(2)
implicit feedback
(2)
recommender system
(2)
recommendation system
(2)
pairwise ranking
(1)
imitation learning
(1)
representation learning
(1)
sparse prediction
(1)
sampling efficiency
(1)
parallel computing
(1)
adversarial training
(1)
reinforcement learning
(1)
convolutional neural network
(1)
receptive field
(1)
neural architecture search
(1)
reward model
(1)
generative model
(1)
Papers
ResMAS: Resilience Optimization in LLM-based Multi-agent Systems
AAAI 2026
Iterative Sparse Attention for Long-sequence Recommendation
AAAI 2025
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
ICLR 2025
Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
ICML 2025
A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
ACL 2025
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
ICLR 2024
PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning
AAAI 2023
MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems
AAAI 2022
Learnable Embedding sizes for Recommender Systems
ICLR 2021
Progressive Feature Interaction Search for Deep Sparse Network
NIPS 2021
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering
NIPS 2020
DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation
IJCAI 2019
Reinforced Negative Sampling for Recommendation with Exposure Data
IJCAI 2019
DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
AAAI 2019
Improving Implicit Recommender Systems with View Data
IJCAI 2018