Fei Ni
14 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
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Keywords
diffusion model
(4)
reinforcement learning
(3)
attention mechanism
(2)
offline reinforcement learning
(2)
trajectory generation
(2)
meta-reinforcement learning
(2)
subgoal generation
(2)
multimodal learning
(1)
question answering
(1)
model-based planning
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temporal reasoning
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chain-of-thought reasoning
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mutual information
(1)
policy learning
(1)
sequence modeling
(1)
robot learning
(1)
synthetic data generation
(1)
hierarchical planning
(1)
semantic alignment
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visual reasoning
(1)
Papers
SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates
AAAI 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
ACL 2025
RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-horizon Robot Demonstration
ICCV 2025
DiffuserLite: Towards Real-time Diffusion Planning
NIPS 2024
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
ICML 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
NIPS 2024
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making
NIPS 2024
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
ICLR 2024
EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model
ICLR 2023
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners
ICML 2023
MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
ICML 2023
SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem
AAAI 2023
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
NIPS 2022