Mingsheng Shang
6 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Keywords
knowledge distillation
(2)
hierarchical reinforcement learning
(2)
catastrophic forgetting
(1)
benchmark evaluation
(1)
network architecture
(1)
information retrieval
(1)
distributed learning
(1)
neural network optimization
(1)
lifelong learning
(1)
convolutional neural network
(1)
influence function
(1)
mixture of expert
(1)
differential equation
(1)
retrieval-augmented generation
(1)
task adaptation
(1)
ordinary differential equation
(1)
semantic communication
(1)
multi-robot system
(1)
data distillation
(1)
physical interaction
(1)
Papers
FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models
AAAI 2026
PIPHEN: Physical Interaction Prediction with Hamiltonian Energy Networks
AAAI 2026
Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob
AAAI 2026
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics
ACL 2025
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval
NAACL 2025
Zero Stability Well Predicts Performance of Convolutional Neural Networks
AAAI 2022