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Resume (English only)
Academic Achievements
November 2023: Elected Changjiang Scholar Chair Professorship by Ministry of Education; November 2022: Serving as a member/judge of the IEEE Fellow Committee; June 2022: Named a Fellow of IAPR; April 2022: Invited to join AAIA as a Fellow; January 2022: Serving as a member of IEEE SPS Conference Board; November 2021: Elevated to IEEE Fellow; November 2021: Elevated to ACM Distinguished Scientist.
Research Experience
Projects: Effectively Training Language Models for Complex Tasks; Reinforcing Diffusion Chain of Lateral Thoughts (DCoLT); Prompt-aware Test-time Optimization of Large Language Models; Reinforced Diffusion Training - Scheduling Diffusion Time On the Fly; One-Step Diffusion Model; One-Step Flow Generator Model; Inference-time Scaling Laws for Improving Generative Foundation Models; Self-Guidance over Time of Diffusion Processes; Contrastive Decoding for Multimodal LLMs.
Background
Research Interests: Foundation Models and Multimodal LLMs, General-Purpose AI/AIGC, Multimodal Embodied AI. Brief Introduction: Fellow of IEEE, IAPR, and AAIA, ACM Distinguished Scientist.
Miscellany
Homepage: https://skylerhallinan.com/; Laboratory: Machine Perception and Learning (MAPLE), URL: http://maple-lab.net; GitHub Homepage: https://github.com/maple-research-lab; Email: guojunq at gmail dot com; Social Media: X, LinkedIn, Facebook, Twitter, Zhihu, Xiaohongshu.