shaohui peng
22 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
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Keywords
large language model
(7)
reinforcement learning
(4)
transfer learning
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code generation
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mutual information
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attention mechanism
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emergent communication
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policy transfer
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multi-agent system
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domain adaptation
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policy optimization
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imitation learning
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offline reinforcement learning
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domain generalization
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contrastive learning
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deep reinforcement learning
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few-shot learning
(1)
hierarchical planning
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multi-task learning
(1)
multi-agent reinforcement learning
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Papers
QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation
AAAI 2026
Efficient Diffusion Planning with Temporal Diffusion
AAAI 2026
Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation
AAAI 2026
QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm
ACL 2025
QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives
IJCAI 2025
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection
CVPR 2025
Emergent Communication for Numerical Concepts Generalization
AAAI 2024
Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning
AAAI 2024
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning
AAAI 2024
Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding
ACL 2024
Prompt-based Visual Alignment for Zero-shot Policy Transfer
ICML 2024
Conceptual Reinforcement Learning for Language-Conditioned Tasks
AAAI 2023
Emergent Communication for Rules Reasoning
NIPS 2023
Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning
NIPS 2023
ANPL: Towards Natural Programming with Interactive Decomposition
NIPS 2023
Online Prototype Alignment for Few-shot Policy Transfer
ICML 2023
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression
NIPS 2023
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning
NIPS 2023
Context Shift Reduction for Offline Meta-Reinforcement Learning
NIPS 2023
Object-Category Aware Reinforcement Learning
NIPS 2022
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
NIPS 2022
Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment
IJCAI 2021