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_data/citations.yaml

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- Explainability/Interpretability
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plugin: sources.py
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file: sources.yaml
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- title: 'RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon
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Tasks'
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authors:
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- M. Yan
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- Y. Wang
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- Z. Liu
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- and J. Li
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publisher: ' 39th Conference on Neural Information Processing Systems (NeurIPS 2025)'
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date: '2025-10-16'
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image: ./paper_images/rdd.png
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buttons:
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- type: paper_link
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text: arXiv
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link: https://arxiv.org/abs/2510.14968
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- type: paper_home
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text: Website
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link: http://rdd-neurips.github.io/
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- type: paper_code
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text: Code
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link: https://github.com/tasl-lab/RDD
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tags:
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- Robot Learning
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- Robot Manipulation
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- Long-Horizon Tasks
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- Vision-Language-Action Models
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plugin: sources.py
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file: sources.yaml
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- title: Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty
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Handling
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link: https://github.com/tasl-lab/GenSafeNav
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tags:
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- Social Navigation
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- Robot Learning
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- Human-Robot Interaction/Collaboration
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- Safety
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- Generalization/Robustness

_data/sources.yaml

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- title: "RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks"
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authors:
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- M. Yan
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- Y. Wang
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- Z. Liu
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- and J. Li
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publisher: " 39th Conference on Neural Information Processing Systems (NeurIPS 2025)"
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date: 2025-10-16
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image: ./paper_images/rdd.png
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buttons:
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- type: paper_link
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text: arXiv
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link: https://arxiv.org/abs/2510.14968
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- type: paper_home
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text: Website
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link: http://rdd-neurips.github.io/
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- type: paper_code
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text: Code
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link: https://github.com/tasl-lab/RDD
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tags:
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- Robot Learning
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- Robot Manipulation
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- Long-Horizon Tasks
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- Vision-Language-Action Models
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link: https://github.com/tasl-lab/GenSafeNav
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tags:
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- Social Navigation
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- Robot Learning
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- Human-Robot Interaction/Collaboration
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- Safety
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- Generalization/Robustness

news/index.md

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---
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# {% include icon.html icon="fa-solid fa-newspaper" %}News
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- 09/2025: [One paper](https://tasl.ucr.edu/news/) is accepted at Annual Conference on Neural Information Processing Systems (NeurIPS 2025)!
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- 09/2025: [One paper](http://arxiv.org/abs/2510.14968) is accepted at Annual Conference on Neural Information Processing Systems (NeurIPS 2025)!
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- 09/2025: Prof. Li is invited to serve on the Organizing Committee for RSS 2026!
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- 08/2025: Prof. Li received a research grant from NSF to investigate Trustworthy and Resilient Intelligence for Multi-Agent Systems!
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- 08/2025: Prof. Li will give an invited keynote talk at the [DriveX Workshop on Foundation Models for V2X-Based Cooperative Autonomous Driving](https://drivex-workshop.github.io/) at ICCV 2025!

paper_images/rdd.png

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publications/index.md

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**Please refer to Prof. Jiachen Li's [Google Scholar](https://scholar.google.com/citations?user=1_f79vUAAAAJ&hl) for a complete list of publications.**
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{% include tags.html tags="Social Navigation, Autonomous Driving, Human-Robot Interaction/Collaboration, Embodied AI, Foundation Models, Vision-Language, Multi-Agent/Robot Systems, Mobile Manipulation, Cooperative Perception, Reinforcement Learning, Graph Neural Networks, Generative Models, Relational Reasoning, Safety, Generalization/Robustness, Uncertainty Quantification, Explainability/Interpretability, Meta Learning, Trajectory Prediction, Occupancy Prediction, Human Intention/Motion Prediction, Multi-Object Tracking, Survey" %}
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{% include tags.html tags="Social Navigation, Robot Manipulation, Autonomous Driving, Robot Learning, Human-Robot Interaction/Collaboration, Embodied AI, Foundation Models, Vision-Language, Vision-Language-Action Models, Multi-Agent/Robot Systems, Mobile Manipulation, Cooperative Perception, Reinforcement Learning, Graph Neural Networks, Generative Models, Relational Reasoning, Safety, Generalization/Robustness, Uncertainty Quantification, Explainability/Interpretability, Meta Learning, Trajectory Prediction, Occupancy Prediction, Human Intention/Motion Prediction, Multi-Object Tracking, Survey" %}
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{% include search-box.html %}
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## Recent Highlights
2020

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{% include citation.html lookup="Internal State Inference" style="rich" %}
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{% include citation.html lookup="RDD" style="rich" %}
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{% include citation.html lookup="Towards Generalizable Safety" style="rich" %}
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{% include citation.html lookup="UniOcc" style="rich" %}
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{% include citation.html lookup="LaMMA-P" style="rich" %}

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