28 citations · 60 across the 14 of their papers we have counts for
14 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…
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…
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…
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…
Designing Scaffolded Interfaces for Enhanced Learning and Performance in Professional Software
Yimeng Liu, Misha Sra
Professional software offers immense power but also presents significant learning challenges. Its complex interfaces, as well as insufficient built-in structured guidance and unfam…
ARLang: An Outdoor Augmented Reality Application for Portuguese Vocabulary Learning
Arthur Caetano, Alyssa Lawson, Yimeng Liu +1
With recent computer vision techniques and user-generated content, we can augment the physical world with metadata that describes attributes, such as names, geo-locations, and visu…
CrowdGenUI: Aligning LLM-Based UI Generation with Crowdsourced User Preferences
Yimeng Liu, Misha Sra, Chang Xiao
Large Language Models (LLMs) have demonstrated remarkable potential across various design domains, including user interface (UI) generation. However, current LLMs for UI generation…
LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality
Kojiro Takeyama, Yimeng Liu, Misha Sra
Understanding human locomotion is crucial for AI agents such as robots, particularly in complex indoor home environments. Modeling human trajectories in these spaces requires insig…
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…
DanceGen: Supporting Choreography Ideation and Prototyping with Generative AI
Yimeng Liu, Misha Sra
Choreography creation requires high proficiency in artistic and technical skills. Choreographers typically go through four stages to create a dance piece: preparation, studio, perf…
Interaction Design for Human-AI Choreography Co-creation
Yimeng Liu
Human-AI co-creation aims to combine human and AI strengths for artistic results exceeding individual capabilities. Frameworks exist for painting, music, and poetry, but choreograp…
Exploring AI-assisted Ideation and Prototyping for Choreography
Yimeng Liu, Misha Sra
Choreography creation is a multimodal endeavor, demanding cognitive abilities to develop creative ideas and technical expertise to convert choreographic ideas into physical dance m…
Txt2Vid: Ultra-Low Bitrate Compression of Talking-Head Videos via Text
Pulkit Tandon, Shubham Chandak, Pat Pataranutaporn +5
Video represents the majority of internet traffic today, driving a continual race between the generation of higher quality content, transmission of larger file sizes, and the devel…