Tutorials

Selected All Agentic Reasoning Embodied Spatial Reasoning Safe Reasoning Tutorials

The list may not be up-to-date. Please find my latest publications on Google Scholar.


Foundation Models Meet Embodied Agents teaser

Foundation Models Meet Embodied Agents [Website/Slides/Videos]
Manling Li, Yunzhu Li, Jiayuan Mao, Wenlong Huang
AAAI 2025: Tutorial
NAACL 2025: Tutorial
ICCV 2025: Tutorial

TutorialFoundation ModelsEmbodied AgentsReasoning and Planning

Towards Safe Multi-Modal Learning: Unique Challenges and Future Directions teaser

Towards Safe Multi-Modal Learning: Unique Challenges and Future Directions [Website/Slides/Videos]
Xi Li, Manling Li, Muchao Ye
ICCV 2025: Tutorial
CVPR 2026: Tutorial

TutorialMultimodal SafetyTrustworthy AI

The Lifecycle of Knowledge in Large Language Models: Memorization, Editing, and Beyond teaser

The Lifecycle of Knowledge in Large Language Models: Memorization, Editing, and Beyond [Website/Slides/Videos]
Manling Li, Sha Li, Yuji Zhang, Chi Han, Heng Ji
AAAI 2025: Tutorial

TutorialKnowledge EditingLLM MemorizationKnowledge Lifecycle

Knowledge-Driven Vision-Language Encoding teaser

Knowledge-Driven Vision-Language Encoding [Website/Slides/Videos]
Manling Li, Xudong Lin, Jie Lei, Mohit Bansal, Carl Vondrick, Shih-Fu Chang, Heng Ji
CVPR 2023: Tutorial

TutorialVision-Language PretrainingKnowledge-Driven Learning

Knowledge-Driven Vision-Language Pretraining teaser

Knowledge-Driven Vision-Language Pretraining [Website/Slides/Videos]
Manling Li, Xudong Lin, Jie Lei, Mohit Bansal, Shih-Fu Chang, Heng Ji
AAAI 2023: Tutorial

TutorialVision-Language PretrainingKnowledge Integration

New Frontiers of Information Extraction teaser

New Frontiers of Information Extraction [Website/Slides/Videos]
Muhao Chen, Lifu Huang, Manling Li, Ben Zhou, Heng Ji
NAACL'22: Tutorial

TutorialInformation Extraction

Event-centric Natural Language Processing teaser

Event-centric Natural Language Processing [Website/Slides/Videos]
Muhao Chen, Hongming Zhang, Qiang Ning, Manling Li, Heng Ji, Kathleen McKeown and Dan Roth
ACL'21, AAAI'21: Tutorial.

TutorialEvent-Centric NLP