Shigeng Zhang
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
multi-agent reinforcement learning
(3)
reinforcement learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
sample efficiency
(1)
gradient optimization
(1)
latent space
(1)
cooperative learning
(1)
sparse reward
(1)
multi-agent cooperation
(1)
cooperative multi-agent
(1)
adversarial example
(1)
siamese network
(1)
exploration efficiency
(1)
experience sharing
(1)
knowledge sharing
(1)
sample-efficient training
(1)
targeted attack
(1)
action advising
(1)
multi-stage task
(1)
Papers
Parameter-efficient Continual Learning for Enhancing Plasticity without Forgetting under Limited Model Capacity
CVPR 2026
Enhancing Transferability of Targeted Adversarial Examples via Inverse Target Gradient Competition and Spatial Distance Stretching
ICCV 2025
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning
AAAI 2024
Selective Learning for Sample-Efficient Training in Multi-Agent Sparse Reward Tasks (Extended Abstract)
IJCAI 2024
Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks
IJCAI 2022