10 papers
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
Xinwu Ye, Yicheng Mao, Yuxuan Liao +16
Current chemical large language models (LLMs) predominantly rely on explicit Chain-of-Thought (CoT) to solve complex reasoning problems. However, forcing nonverbal tacit chemical l…
TaskLens: Generating Task-Conditioned Scaffolded Interfaces for Learning Professional Creative Software
Yimeng Liu, Misha Sra
Professional creative software has steep learning curves for novices due to complex interfaces, limited guidance, and unfamiliar terminology. To support educators and tool creators…
AlignUI: A Method for Designing LLM-Generated UIs Aligned with User Preferences
Yimeng Liu, Misha Sra, Chang Xiao
Designing user interfaces that align with user preferences is a time-consuming process, which requires iterative cycles of prototyping, user testing, and refinement. Recent advance…
ReUseIt: Synthesizing Reusable AI Agent Workflows for Web Automation
Yimeng Liu, Misha Sra, Jeevana Priya Inala +1
AI-powered web agents have the potential to automate repetitive tasks, such as form filling, information retrieval, and scheduling, but they struggle to reliably execute these task…
TR-LLM: Integrating Trajectory Data for Scene-Aware LLM-Based Human Action Prediction
Kojiro Takeyama, Yimeng Liu, Misha Sra
Accurate prediction of human behavior is crucial for AI systems to effectively support real-world applications, such as autonomous robots anticipating and assisting with human task…
SiCo: An Interactive Size-Controllable Virtual Try-On Approach for Informed Decision-Making
Sherry X. Chen, Alex Christopher Lim, Yimeng Liu +2
Virtual try-on (VTO) applications aim to replicate the in-store shopping experience and enhance online shopping by enabling users to interact with garments. However, many existing…