Cheng DENG

All Talks

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Presented "From Preference to Experience: Reward-Guided Learning for Physical Intelligence" at the University of Oxford, Oxford, UK. Oct 2026
Presented "Trust, Memory, and Reuse: Three Safety Primitives for Agent Systems" at the University of Oxford, Oxford, UK. Oct 2026
Presented "Large Discovery Model and Geoscience" at the 3rd International Symposium on Deep Underground Science and Engineering, Glasgow, UK. Aug 2026
Presented "Efficient AI Agent on the Edge" at the Edge AI Agent Workshop, Bayes Centre, University of Edinburgh (workshop host and organizer). Apr 2026
Attended the NiklasOPF Podcast, sharing "PLM" and "Hardware co-Design Scaling Law". Feb 2026
Presented "Efficient LLM on the Edge" at the Cardiff NLP Group seminar in Cardiff University. Feb 2026
Presented "Efficient Physical AI and Beyond" at the Li Auto AI Sharing seminar. Dec 2025
Presented "Efficient Geoscience AI Agent System" at the Yunlong Lake Forum. Oct 2025
Presented "PLM: Peripheral Language Model" at the RLChina Roundtable Discussion. May 2025
Delivered a talk on "GeoAI with LLM" at the University of Leeds, Leeds, UK. Jan 2025
Gave a presentation on "Boosting Scientific Discovery in the Earth Sciences via Large Language Model Agents" at the Yunlong Lake–Loch Lomond Symposium 24, University of Strathclyde, Glasgow, UK. Dec 2024
Organized and presented a talk on "Advanced Techniques for LLM" and delivered a tutorial on "Full Stack Practice of LLM Training" at RLChina 24, Guangzhou, China. Tutorial materials are available on GitHub. Oct 2024
Presented "Knowledge Understanding and Utilization via Data-centric Large Language Models" at the AI-Based Future IoT Technologies and Services 2024 Workshop, Jeju, Korea. Apr 2024
Delivered a TED Talk titled "Thinking Outside the Code" at the TEDxNYUShanghai Salon (Theme: Going Meta). Feb 2024
Gave a talk on "K2: Geoscience LLM" at the LLM Conference hosted by AI Time. Jan 2024
Presented "The History of Geoscience Language Models" at the DDE Conference, Zhejiang Lab. Jan 2024
Presented "Building a Sustainable Text Corpus for Geoscience" at the DDE Conference, China University of Geosciences (Beijing). Sept 2023
Invited by Prof. Gengchen Mai (UGA) to present "Large Language Models in Geoscience" at the GeoAI seminar. Aug 2023