2 citations · 2 across the 10 of their papers we have counts for
10 papers
Pixel-Space Diffusion via Observation Operators
Shaojie Guo, Lichen Ma, Haoyang Tong +8
Pixel-space diffusion models directly model image distributions but remain difficult to optimize. Recent methods alleviate this challenge through target reparameterization, while s…
PosterText: Towards Unified Visual Text Generation and Editing for E-commerce Poster
Xiaoan Liu, Lichen Ma, Zipeng Guo +12
Automated e-commerce poster design requires both high-quality poster generation and flexible editing of existing designs. However, most existing methods either target end-to-end po…
TransAnyText: Translating Arbitrary Text in E-commerce Images via Structured Visual Generation
Xiaoan Liu, Lichen Ma, Zipeng Guo +13
Cross-border e-commerce image translation is essential for global retail, where product images, banners, and detail pages need to be produced in different languages. Existing metho…
GMO-EDIT: Grounded Multi-Operation Editing for E-Commerce Images
Zipeng Guo, Xiaoan Liu, Lichen Ma +9
Real-world e-commerce image editing often requires multiple, localized, and auditable operations rather than global restyling. This compositional nature poses a dual challenge: mod…
VisionClaw: Always-On AI Agents through Smart Glasses
Xiaoan Liu, DaeHo Lee, Eric J Gonzalez +2
We present VisionClaw, an always-on wearable AI agent that integrates live egocentric perception with agentic task execution. Running on Meta Ray-Ban smart glasses, VisionClaw cont…
Semantic Reality: Interactive Context-Aware Visualization of Inter-Object Relationships in Augmented Reality
Xiaoan Liu, Eric J Gonzalez, Nels Numan +5
Bridging the physical and digital world through interaction remains a core challenge in augmented reality (AR). Existing systems target single objects, limiting support for plannin…
Conversational Successes and Breakdowns in Everyday Smart Glasses Use
Xiuqi Tommy Zhu, Xiaoan Liu, Casper Harteveld +2
Non-Display Smart Glasses hold the potential to support everyday activities by combining continuous environmental sensing with voice-only interaction powered by large language mode…
Generative Lecture: Making Lecture Videos Interactive with LLMs and AI Clone Instructors
Hye-Young Jo, Ada Yi Zhao, Xiaoan Liu +1
We introduce Generative Lecture, a concept that makes existing lecture videos interactive through generative AI and AI clone instructors. By leveraging interactive avatars powered…
Reality Proxy: Fluid Interactions with Real-World Objects in MR via Abstract Representations
Xiaoan Liu, Difan Jia, Xianhao Carton Liu +2
Interacting with real-world objects in Mixed Reality (MR) often proves difficult when they are crowded, distant, or partially occluded, hindering straightforward selection and mani…
Augmenting Human Cognition through Everyday AR
Xiaoan Liu
As spatial computing and multimodal LLMs mature, AR is tending to become an intuitive "thinking tool," embedding semantic and context-aware intelligence directly into everyday envi…